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modelscope/tests/export/test_export_csanmt_model.py

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# Copyright (c) Alibaba, Inc. and its affiliates.
import os
import shutil
import tempfile
import unittest
import numpy as np
import tensorflow as tf
from tensorflow.keras.applications.resnet50 import ResNet50, preprocess_input
from tensorflow.keras.preprocessing import image
from modelscope.exporters import TfModelExporter
from modelscope.models import Model
from modelscope.utils.constant import Tasks
from modelscope.utils.test_utils import compare_arguments_nested, test_level
class TestExportTfModel(unittest.TestCase):
def setUp(self):
print(('Testing %s.%s' % (type(self).__name__, self._testMethodName)))
self.tmp_dir = tempfile.TemporaryDirectory().name
if not os.path.exists(self.tmp_dir):
os.makedirs(self.tmp_dir)
def tearDown(self):
shutil.rmtree(self.tmp_dir)
super().tearDown()
@unittest.skipUnless(test_level() >= 2,
'test with numpy version == 1.18.1')
def test_export_csanmt(self):
model = Model.from_pretrained('damo/nlp_csanmt_translation_en2zh_base')
print(
TfModelExporter.from_model(model).export_saved_model(
output_dir=self.tmp_dir))
if __name__ == '__main__':
unittest.main()