File size: 2,072 Bytes
79cd64d 26d5881 79cd64d 26d5881 79cd64d 26d5881 79cd64d 26d5881 79cd64d 26d5881 79cd64d 26d5881 79cd64d 26d5881 | 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 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 | #!/usr/bin/env python3
import argparse, json, subprocess, sys, time
from datetime import datetime, timezone
from pathlib import Path
p = argparse.ArgumentParser()
p.add_argument("--degree", type=int, default=300)
p.add_argument("--path_len", type=int, default=5)
p.add_argument("--layers", type=int, default=8)
p.add_argument("--dim", type=int, default=384)
p.add_argument("--heads", type=int, default=8)
p.add_argument("--edge_epochs", type=int, default=10000)
p.add_argument("--path_epochs", type=int, default=3000)
p.add_argument("--lr", type=float, default=1e-3)
p.add_argument("--seed", type=int, default=42)
args = p.parse_args()
run_name = "hfjob_d{}_L{}_D{}_e{}_s{}".format(args.degree, args.layers, args.dim, args.edge_epochs, args.seed)
run_dir = Path("experiment_logs") / run_name
run_dir.mkdir(parents=True, exist_ok=True)
# Use absolute path from the mounted volume
training_script = "/scripts/training_status.py"
cmd = [
sys.executable, training_script,
"--graph", "star",
"--degree", str(args.degree),
"--path_len", str(args.path_len),
"--layers", str(args.layers),
"--dim", str(args.dim),
"--heads", str(args.heads),
"--edge_epochs", str(args.edge_epochs),
"--path_epochs", str(args.path_epochs),
"--lr", str(args.lr),
"--seed", str(args.seed),
"--output_dir", str(run_dir)
]
print("Running:", " ".join(cmd))
start = time.time()
try:
res = subprocess.run(cmd, check=True, capture_output=True, text=True)
exit_code = 0
except subprocess.CalledProcessError as e:
exit_code = e.returncode
duration = time.time() - start
summary = {
"run": run_name,
"finished": exit_code == 0,
"exit_code": exit_code,
"duration_sec": round(duration),
"degree": args.degree,
"edge_epochs": args.edge_epochs,
"path_epochs": args.path_epochs,
"timestamp": datetime.now(timezone.utc).isoformat()
}
out = Path("repro/bundle") / f"{run_name}_summary.json"
out.parent.mkdir(parents=True, exist_ok=True)
json.dump(summary, open(out, "w"), indent=2)
print(json.dumps(summary, indent=2))
|