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Introduced versioning of reference for conformance tests #2805

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Jul 12, 2024
Merged

Introduced versioning of reference for conformance tests #2805

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6 changes: 6 additions & 0 deletions tests/post_training/data/wc_reference_data_2024.3.yaml
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Original file line number Diff line number Diff line change
@@ -0,0 +1,6 @@
tinyllama_data_aware_awq_scale_estimation_backend_OV:
metric_value: 0.84038
tinyllama_data_aware_awq_scale_estimation_stateful_backend_OV:
metric_value: 0.84038
tinyllama_data_aware_gptq_backend_OV:
metric_value: 0.81936
16 changes: 14 additions & 2 deletions tests/post_training/test_quantize_conformance.py
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Original file line number Diff line number Diff line change
Expand Up @@ -21,6 +21,7 @@
import yaml

import nncf
from tests.openvino.native.common import get_openvino_version
from tests.post_training.model_scope import PTQ_TEST_CASES
from tests.post_training.model_scope import WC_TEST_CASES
from tests.post_training.pipelines.base import BackendType
Expand Down Expand Up @@ -75,12 +76,23 @@ def fixture_extra_columns(pytestconfig):
return pytestconfig.getoption("extra_columns")


def ref_data_correction(data: Dict, file_name: str):
correction_data_path = Path(__file__).parent / "data" / f"{file_name}_{get_openvino_version()}.yaml"
if correction_data_path.exists():
with correction_data_path.open() as f:
correction_data = yaml.safe_load(f)

for m_name, c_data in correction_data.items():
data[m_name].update(c_data)
return data


@pytest.fixture(scope="session", name="ptq_reference_data")
def fixture_ptq_reference_data():
path_reference = Path(__file__).parent / "data" / "ptq_reference_data.yaml"
with path_reference.open() as f:
data = yaml.safe_load(f)
return data
return ref_data_correction(data, "ptq_reference_data")


@pytest.fixture(scope="session", name="wc_reference_data")
Expand All @@ -98,7 +110,7 @@ def fixture_wc_reference_data():
if "atol" not in fp32_test_cases[fp32_case_name]:
fp32_test_cases[fp32_case_name]["atol"] = 1e-10
data.update(fp32_test_cases)
return data
return ref_data_correction(data, "wc_reference_data")


@pytest.fixture(scope="session", name="ptq_result_data")
Expand Down
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