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add test for ModelSaver & ModelLoader

tags/v0.4.10
ChenXin 5 years ago
parent
commit
0a4f17f4ce
1 changed files with 25 additions and 0 deletions
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      test/io/test_model_io.py

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test/io/test_model_io.py View File

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import os
import unittest

from fastNLP.io import ModelSaver, ModelLoader
from fastNLP.models import CNNText


class TestModelIO(unittest.TestCase):
def test_save_and_load(self):
model = CNNText((10, 10), 2)
saver = ModelSaver('tmp')
loader = ModelLoader()
saver.save_pytorch(model)
new_cnn = CNNText((10, 10), 2)
loader.load_pytorch(new_cnn, 'tmp')
new_model = loader.load_pytorch_model('tmp')
for i in range(10):
for j in range(10):
self.assertEqual(model.embed.embed.weight[i, j], new_cnn.embed.embed.weight[i, j])
self.assertEqual(model.embed.embed.weight[i, j], new_model["embed.embed.weight"][i, j])
os.system('rm tmp')

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