forked from mindspore-Ecosystem/mindspore
!20909 [MS][RDR] Add lenet st with enable RDR
Merge pull request !20909 from louie5/rdr_test
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import os
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import tempfile
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import json
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import pytest
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import mindspore.context as context
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from .test_gpu_lenet import test_train_lenet, test_train_and_eval_lenet
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# create config file for RDR
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def create_config_file(path):
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data_dict = {'rdr': {'enable': True, 'path': path}}
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filename = os.path.join(path, "mindspore_config.json")
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with open(filename, "w") as f:
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json.dump(data_dict, f)
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return filename
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def test_train(device_type):
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context.set_context(mode=context.GRAPH_MODE, device_target=device_type)
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with tempfile.TemporaryDirectory() as tmpdir:
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config_file = create_config_file(tmpdir)
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context.set_context(env_config_path=config_file)
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test_train_lenet()
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def test_train_and_eval():
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context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
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with tempfile.TemporaryDirectory() as tmpdir:
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config_file = create_config_file(tmpdir)
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context.set_context(env_config_path=config_file)
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# train and eval with GPU
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test_train_and_eval_lenet()
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_train_with_GPU():
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test_train("GPU")
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@pytest.mark.level0
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@pytest.mark.platform_x86_gpu_training
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@pytest.mark.env_onecard
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def test_train_and_eval_with_GPU():
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test_train_and_eval()
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