!20909 [MS][RDR] Add lenet st with enable RDR

Merge pull request !20909 from louie5/rdr_test
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i-robot 2021-07-28 12:05:42 +00:00 committed by Gitee
commit 11694db238
1 changed files with 42 additions and 0 deletions

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import os
import tempfile
import json
import pytest
import mindspore.context as context
from .test_gpu_lenet import test_train_lenet, test_train_and_eval_lenet
# create config file for RDR
def create_config_file(path):
data_dict = {'rdr': {'enable': True, 'path': path}}
filename = os.path.join(path, "mindspore_config.json")
with open(filename, "w") as f:
json.dump(data_dict, f)
return filename
def test_train(device_type):
context.set_context(mode=context.GRAPH_MODE, device_target=device_type)
with tempfile.TemporaryDirectory() as tmpdir:
config_file = create_config_file(tmpdir)
context.set_context(env_config_path=config_file)
test_train_lenet()
def test_train_and_eval():
context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
with tempfile.TemporaryDirectory() as tmpdir:
config_file = create_config_file(tmpdir)
context.set_context(env_config_path=config_file)
# train and eval with GPU
test_train_and_eval_lenet()
@pytest.mark.level0
@pytest.mark.platform_x86_gpu_training
@pytest.mark.env_onecard
def test_train_with_GPU():
test_train("GPU")
@pytest.mark.level0
@pytest.mark.platform_x86_gpu_training
@pytest.mark.env_onecard
def test_train_and_eval_with_GPU():
test_train_and_eval()