run_padis_machine_preflight.py 🚧¶

Source: scripts/dev/run_padis_machine_preflight.py

Warning

This file has not yet received a complete narrative and docstring audit. Its public source-level API is listed automatically below.

Run target-machine preflight checks for PaDIS CT training.

The goal is to catch expensive-run failures before launching long jobs. The suite checks hardware visibility, LIDC loading, model construction, training throughput, validation overhead, checkpoint resume mechanics, experiment preset dry-runs, optional golden equivalence, and optional CLI training smoke runs.

LION_ROOT

DEV_ROOT

PADIS_SCRIPT_ROOT

CORE_MODE_CHECKS

ABLATION_MODE_CHECKS

class ModeCheck: Named preflight mode and its pass/fail diagnostic payload.

class LimitedLoader(loader, max_batches: int | None): Bounded iterable view over an existing data loader.

check_environment(args: argparse.Namespace) → dict[str, object]: Check Python, CUDA, paths, imports, and required external assets.

check_experiment_presets(args: argparse.Namespace) → dict[str, object]: No docstring is available.

check_golden(args: argparse.Namespace) → dict[str, object]: No docstring is available.

check_short_run_reproduction(args: argparse.Namespace) → dict[str, object]: No docstring is available.

check_dataset(args: argparse.Namespace) → dict[str, object]: No docstring is available.

check_training_mode(mode: ModeCheck, args: argparse.Namespace, device: torch.device) → dict[str, object]: No docstring is available.

check_validation_benchmark(mode: ModeCheck, args: argparse.Namespace, device: torch.device) → dict[str, object]: No docstring is available.

check_checkpoint_resume(args: argparse.Namespace, device: torch.device) → dict[str, object]: No docstring is available.

check_cli_smoke(args: argparse.Namespace) → dict[str, object]: No docstring is available.

run_suite(args: argparse.Namespace) → dict[str, object]: Run selected preflight modes and aggregate their reports.

build_parser() → argparse.ArgumentParser: Construct the machine-preflight command-line parser.

main() → None: Execute PaDIS machine readiness checks.