LLM NPUW tests for PR checks #30051
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LLM NPUW tests for PR checks #30051
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AsyaPronina
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Apr 9, 2025
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| class SimpleLLMPipeline { | ||
| public: | ||
| void initialize(const std::string& model_path, ov::Core& core, const ov::AnyMap& config); |
| register_mock_plugins_in_ov(); | ||
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| // Do the actual test: | ||
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| // ------------------------ Prefill model --------------------------- | ||
| // 1 infer request for head: | ||
| EXPECT_CREATE_SYNC_INFER_REQ(mock_npu_for_prefill, MODEL(0), TIMES(1)); | ||
| // 2 infer requests for function, `create_sync_infer_request()` |
dmatveev
reviewed
Apr 10, 2025
| ov::AnyMap config; | ||
| std::tie(model_path, config, input_ids, reference_ids) = param; | ||
| config["NPUW_DEVICES"] = "CPU"; | ||
| config["NPUW_LLM_MIN_RESPONSE_LEN"] = 4; |
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what's the prompt length? Not sure why you limit this one here, but if your test prompt is short you may want to limit the PROMPT_LEN as well to improve the prefill's performance on CPU.
| std::vector<int64_t>, std::vector<int64_t>>; | ||
| } // anonymous namespace | ||
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| class LLMAccuracyTestsNPUW : public ::testing::TestWithParam<LLMTestParams> { |
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This shouldn't be called an ACCURACY test to avoid confusion with the real accuracy tests.
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| namespace { | ||
| const std::vector<int64_t> What_is_OpenVINO = | ||
| {529, 29989, 1792, 29989, 29958, 13, 5618, 338, 4673, 29963, 1177, | ||
| 29949, 29973, 2, 29871, 13, 29966, 29989, 465, 22137, 29989, 29958, 13}; | ||
| const std::vector<int64_t> OpenVINO = | ||
| {6585, 29963, 1177, 29949}; |
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this namespace can have a name token_ids.
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