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Update unitest
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w5688414 committed Dec 29, 2023
1 parent 731b551 commit 6639388
Showing 1 changed file with 6 additions and 3 deletions.
9 changes: 6 additions & 3 deletions tests/llm/test_predictor.py
Original file line number Diff line number Diff line change
Expand Up @@ -78,18 +78,21 @@ def test_predictor(self):
self.assertGreaterEqual(count / len(result_0), 0.4)

def test_flash_attention(self):
self.run_predictor({"inference_model": True, "use_flash_attention": False})
self.run_predictor({"inference_model": False, "use_flash_attention": False})
result_0 = self._read_result(os.path.join(self.output_dir, "predict.json"))

self.run_predictor({"inference_model": True, "use_flash_attention": True})
self.run_predictor({"inference_model": False, "use_flash_attention": True})
result_1 = self._read_result(os.path.join(self.output_dir, "predict.json"))

# compare the generation result of dygraph & flash attention model
assert len(result_0) == len(result_1)

count, full_match = 0, 0
for inference_item, no_inference_item in zip(result_0, result_1):
min_length = min(len(inference_item), len(no_inference_item))
if self.model_name_or_path == "__internal_testing__/tiny-random-llama":
min_length = 5
else:
min_length = min(len(inference_item), len(no_inference_item))
count += int(inference_item[: min_length // 2] == no_inference_item[: min_length // 2])
full_match += int(inference_item[:min_length] == no_inference_item[:min_length])

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