NiccoloN
b009e1ff08
Validate Operations / validate-operations (push) Has been cancelled
normalize names and artifact paths
40 lines
1.2 KiB
Python
40 lines
1.2 KiB
Python
from __future__ import annotations
|
|
|
|
import argparse
|
|
from pathlib import Path
|
|
|
|
|
|
REPO = Path(__file__).resolve().parents[2]
|
|
SUITE = REPO / "validation/networks/pimcomp_models"
|
|
MODELS = {
|
|
"vgg8": SUITE / "vgg8/vgg8-mnist-reconstructed.onnx",
|
|
"resnet18": SUITE / "resnet18/resnet18-v1-7.onnx",
|
|
"resnet34": SUITE / "resnet34/resnet34-v1-7.onnx",
|
|
"googlenet": SUITE / "googlenet/googlenet-12-pimsim-nn.onnx",
|
|
"yolo11n": SUITE / "yolo11n/yolo11n-pimsim-nn.onnx",
|
|
}
|
|
FUNCTIONAL_MODELS = {
|
|
**MODELS,
|
|
"yolo11n": REPO / "validation/networks/yolo11n/depth_51/yolo11n_depth_51.onnx",
|
|
}
|
|
MODEL_NAMES = tuple(MODELS)
|
|
DEFAULT_MODELS = MODEL_NAMES
|
|
ABLATION_DEFAULT_MODELS = ("vgg8", "resnet18", "resnet34", "googlenet")
|
|
|
|
|
|
def add_models_argument(
|
|
parser: argparse.ArgumentParser,
|
|
default: tuple[str, ...] = DEFAULT_MODELS,
|
|
) -> None:
|
|
help_text = "Models to run (default: " + ", ".join(default) + ")."
|
|
if "yolo11n" not in default:
|
|
help_text += " Select yolo11n explicitly when needed."
|
|
parser.add_argument(
|
|
"--models",
|
|
nargs="+",
|
|
choices=MODEL_NAMES,
|
|
default=list(default),
|
|
metavar="MODEL",
|
|
help=help_text,
|
|
)
|