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🔨 Added Tests for POT and NNCF Compression Types #2438

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🔨 Added Tests for POT and NNCF Compression Types #2438

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55c0034
Added Attributes of POT and NNCF on CompressionType in export.py and …
sky0walker99 Nov 26, 2024
22d0558
Add Support for POT and NNCF Compression in OpenVINO Export
sky0walker99 Nov 26, 2024
edf2b51
Add Support for POT and NNCF Compression in OpenVINO Export
sky0walker99 Nov 26, 2024
c4a11d5
Resolved Unecessary modification
sky0walker99 Dec 2, 2024
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36 changes: 24 additions & 12 deletions tests/integration/cli/test_cli.py
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Original file line number Diff line number Diff line change
Expand Up @@ -12,7 +12,7 @@
import torch

from anomalib.cli import AnomalibCLI
from anomalib.deploy import ExportType
from anomalib.deploy import CompressionType, ExportType


class TestCLI:
Expand Down Expand Up @@ -155,29 +155,41 @@ def test_predict_with_image_path(self, project_path: Path) -> None:
)
torch.cuda.empty_cache()

@pytest.mark.parametrize("export_type", [ExportType.TORCH, ExportType.ONNX, ExportType.OPENVINO])
@pytest.mark.parametrize(
("export_type", "compression_type"),
[
(ExportType.TORCH, None),
(ExportType.ONNX, None),
(ExportType.OPENVINO, None),
(ExportType.OPENVINO, CompressionType.POT),
(ExportType.OPENVINO, CompressionType.NNCF),
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],
)
def test_export(
self,
project_path: Path,
export_type: ExportType,
compression_type: CompressionType | None,
) -> None:
"""Test the export method of the CLI.

Args:
dataset_path (Path): Root of the synthetic/original dataset.
project_path (Path): Path to temporary project folder.
export_type (ExportType): Export type.
compression_type (CompressionType): Compression type (if any).
"""
AnomalibCLI(
args=[
"export",
"--export_type",
export_type,
*self._get_common_cli_args(None, project_path),
"--ckpt_path",
f"{project_path}/Padim/MVTec/dummy/v0/weights/lightning/model.ckpt",
],
)
args = [
"export",
"--export_type",
export_type,
*self._get_common_cli_args(None, project_path),
"--ckpt_path",
f"{project_path}/Padim/MVTec/dummy/v0/weights/lightning/model.ckpt",
]
if compression_type:
args += ["--compression_type", str(compression_type)]
AnomalibCLI(args=args)

@staticmethod
def _get_common_cli_args(dataset_path: Path | None, project_path: Path) -> list[str]:
Expand Down
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