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39 lines
1.4 KiB
Python
39 lines
1.4 KiB
Python
import unittest
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from transformers.testing_utils import Expectations
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class ExpectationsTest(unittest.TestCase):
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def test_expectations(self):
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# We use the expectations below to make sure the right expectations are found for the right devices.
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# Each value is just a unique ID.
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expectations = Expectations(
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{
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(None, None): 1,
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("cuda", 8): 2,
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("cuda", 7): 3,
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("rocm", 8): 4,
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("rocm", None): 5,
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("cpu", None): 6,
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("xpu", 3): 7,
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}
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)
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def check(expected_id, device_prop):
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found_id = expectations.find_expectation(device_prop)
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assert found_id == expected_id, f"Expected {expected_id} for {device_prop}, found {found_id}"
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# npu has no matches so should find default expectation
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check(1, ("npu", None, None))
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check(7, ("xpu", 3, None))
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check(2, ("cuda", 8, None))
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check(3, ("cuda", 7, None))
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check(4, ("rocm", 9, None))
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check(4, ("rocm", None, None))
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check(2, ("cuda", 2, None))
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# We also test that if there is no default excpectation and no match is found, a ValueError is raised.
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expectations = Expectations({("cuda", 8): 1})
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with self.assertRaises(ValueError):
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expectations.find_expectation(("xpu", None))
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