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Running
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CPU Upgrade
| # coding=utf-8 | |
| # Copyright 2019 HuggingFace Inc. | |
| # | |
| # Licensed under the Apache License, Version 2.0 (the "License"); | |
| # you may not use this file except in compliance with the License. | |
| # You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an "AS IS" BASIS, | |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| # See the License for the specific language governing permissions and | |
| # limitations under the License. | |
| import json | |
| import os | |
| import tempfile | |
| class ConfigTester(object): | |
| def __init__(self, parent, config_class=None, **kwargs): | |
| self.parent = parent | |
| self.config_class = config_class | |
| self.inputs_dict = kwargs | |
| def create_and_test_config_common_properties(self): | |
| config = self.config_class(**self.inputs_dict) | |
| self.parent.assertTrue(hasattr(config, "vocab_size")) | |
| self.parent.assertTrue(hasattr(config, "hidden_size")) | |
| self.parent.assertTrue(hasattr(config, "num_attention_heads")) | |
| self.parent.assertTrue(hasattr(config, "num_hidden_layers")) | |
| def create_and_test_config_to_json_string(self): | |
| config = self.config_class(**self.inputs_dict) | |
| obj = json.loads(config.to_json_string()) | |
| for key, value in self.inputs_dict.items(): | |
| self.parent.assertEqual(obj[key], value) | |
| def create_and_test_config_to_json_file(self): | |
| config_first = self.config_class(**self.inputs_dict) | |
| with tempfile.TemporaryDirectory() as tmpdirname: | |
| json_file_path = os.path.join(tmpdirname, "config.json") | |
| config_first.to_json_file(json_file_path) | |
| config_second = self.config_class.from_json_file(json_file_path) | |
| self.parent.assertEqual(config_second.to_dict(), config_first.to_dict()) | |
| def create_and_test_config_from_and_save_pretrained(self): | |
| config_first = self.config_class(**self.inputs_dict) | |
| with tempfile.TemporaryDirectory() as tmpdirname: | |
| config_first.save_pretrained(tmpdirname) | |
| config_second = self.config_class.from_pretrained(tmpdirname) | |
| self.parent.assertEqual(config_second.to_dict(), config_first.to_dict()) | |
| def run_common_tests(self): | |
| self.create_and_test_config_common_properties() | |
| self.create_and_test_config_to_json_string() | |
| self.create_and_test_config_to_json_file() | |
| self.create_and_test_config_from_and_save_pretrained() | |