NiccoloN
a77edafcbf
Validate Operations / validate-operations (push) Has been cancelled
plot adjustments validation adjustments
36 lines
1.1 KiB
Python
36 lines
1.1 KiB
Python
from __future__ import annotations
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import argparse
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from pathlib import Path
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REPO = Path(__file__).resolve().parents[2]
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SUITE = REPO / "validation/networks/pimcomp_models"
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MODELS = {
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"vgg8": SUITE / "vgg8/vgg8-mnist-reconstructed.onnx",
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"resnet18": SUITE / "resnet18/resnet18-v1-7.onnx",
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"resnet34": SUITE / "resnet34/resnet34-v1-7.onnx",
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"googlenet": SUITE / "googlenet/googlenet-12-no-lrn.onnx",
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"yolo11n": REPO / "validation/networks/yolo11n/depth_51/yolo11n_depth_51.onnx",
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}
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MODEL_NAMES = tuple(MODELS)
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DEFAULT_MODELS = MODEL_NAMES
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ABLATION_DEFAULT_MODELS = ("vgg8", "resnet18", "resnet34", "googlenet")
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def add_models_argument(
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parser: argparse.ArgumentParser,
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default: tuple[str, ...] = DEFAULT_MODELS,
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) -> None:
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help_text = "Models to run (default: " + ", ".join(default) + ")."
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if "yolo11n" not in default:
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help_text += " Select yolo11n explicitly when needed."
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parser.add_argument(
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"--models",
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nargs="+",
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choices=MODEL_NAMES,
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default=list(default),
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metavar="MODEL",
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help=help_text,
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)
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