File size: 1,377 Bytes
9475d42 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 | import os, sys, subprocess
tabddpm_root = "/workspace/tabddpm/code"
assert os.path.isdir(tabddpm_root), f"TabDDPM source not mounted: {tabddpm_root}"
env = os.environ.copy()
env["PYTHONPATH"] = tabddpm_root + (os.pathsep + env.get("PYTHONPATH", ""))
# Write a wrapper that patches collections.Sequence (removed in Python 3.10+)
# before running pipeline.py - needed because skorch uses old API
wrapper = os.path.join(tabddpm_root, "_compat_run.py")
with open(wrapper, "w") as f:
f.write(
"import collections, collections.abc\n"
"for _a in ('Sequence','MutableSequence','MutableMapping','Mapping',"
"'MutableSet','Set','Callable','Iterable','Iterator'):\n"
" if not hasattr(collections, _a): setattr(collections, _a, getattr(collections.abc, _a, None))\n"
"import sys, runpy\n"
"sys.argv = sys.argv[1:]\n"
"runpy.run_path(sys.argv[0], run_name='__main__')\n"
)
print(f"[TabDDPM] Training, config=/work/output-Benchmark-trainonly-v1/c2/tabddpm/tabddpm-c2-20260504_181749/config.toml")
ret = subprocess.run(
[sys.executable, wrapper, "scripts/pipeline.py",
"--config", "/work/output-Benchmark-trainonly-v1/c2/tabddpm/tabddpm-c2-20260504_181749/config.toml",
"--train"],
cwd=tabddpm_root,
env=env
)
if ret.returncode != 0:
sys.exit(ret.returncode)
print("[TabDDPM] Training complete")
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