| """Finish the run: quantise and evaluate the student trained in the previous pass. |
| |
| The training pass ended after ONNX export with |
| `ModuleNotFoundError: No module named 'onnx_ir'` — the quantiser moved to |
| onnx-ir. The weights are fine and sit in that pass's output, so this mounts them |
| and repeats only the two missing stages. |
| |
| Nothing here regenerates trajectories or retrains. |
| """ |
| import glob |
| import os |
| import shutil |
| import subprocess |
| import sys |
|
|
| from notebook_eval import BUNDLE, MODEL, ROOT, WEIGHTS, pull, stage_deps, stage_repo |
|
|
| BUNDLE_REPO = "idefinity/webfm-eval" |
| EVAL_VOICES = "a08" |
|
|
|
|
| def find_student() -> str | None: |
| local = BUNDLE / "student4.pt" |
| if local.exists(): |
| return str(local) |
| hits = glob.glob("/kaggle/input/**/train/student4.pt", recursive=True) |
| hits += glob.glob("/kaggle/input/**/student4.pt", recursive=True) |
| print("student4.pt candidates:", hits) |
| return hits[0] if hits else None |
|
|
|
|
| def run(stage: str, extra: dict | None = None) -> int: |
| env = dict(os.environ, WORK_ROOT=str(ROOT), STAGE=stage, **(extra or {})) |
| env["CUDA_VISIBLE_DEVICES"] = "0" |
| env["PYTORCH_CUDA_ALLOC_CONF"] = "expandable_segments:True" |
| return subprocess.run([sys.executable, str(BUNDLE / "kaggle/train_voices.py")], env=env).returncode |
|
|
|
|
| def main() -> None: |
| stage_repo() |
| stage_deps() |
| subprocess.run("pip install -q onnx_ir onnxscript", shell=True, check=False) |
| pull(WEIGHTS, MODEL) |
| pull(BUNDLE_REPO, BUNDLE, repo_type="dataset") |
|
|
| src = find_student() |
| if not src: |
| raise SystemExit("student4.pt not found — attach kkonda/webfm-train-voices as input") |
| dst = ROOT / "train" |
| dst.mkdir(parents=True, exist_ok=True) |
| shutil.copyfile(src, dst / "student4.pt") |
| print(f"using {src} ({os.path.getsize(src)/1e6:.0f} MB)") |
|
|
| print("== export + quantise ==", flush=True) |
| rc = run("export") |
| print("export rc", rc) |
| if rc != 0: |
| raise SystemExit("export/quantise failed") |
|
|
| print("== eval ==", flush=True) |
| rc = run("eval", {"EVAL_VOICES": EVAL_VOICES}) |
| print("eval rc", rc) |
| if rc != 0: |
| raise SystemExit("eval failed") |
|
|
|
|
| if __name__ == "__main__": |
| main() |
|
|
