"""Watch the clean-code re-run: pure EP (ep_clean) + BPTT control (bptt_clean). Fire on a decisive event.""" import time, os, re RUNS = [ ("ep", "/home/yurenh2/ept/ep_run/runs/ep_clean.log", 1646260), ("bptt", "/home/yurenh2/ept/ep_run/runs/bptt_clean.log", 1646261), ] def alive(pid): try: os.kill(pid, 0); return True except Exception: return False def latest(log): try: ls = [l for l in open(log) if l.startswith("step")] except FileNotFoundError: return None if not ls: return None m = re.search(r"step (\d+)/.*val CE ([\d.eE+-]+).*res=([\d.eE+-]+)", ls[-1]) return (int(m.group(1)), float(m.group(2)), float(m.group(3)), ls[-1].strip()) if m else None def status(): return "\n".join(f"[{t}] {'ALIVE' if alive(p) else 'DEAD'} | {(latest(l) or [None,None,None,'no steps'])[3]}" for t, l, p in RUNS) t0 = time.time(); fired = None while fired is None and time.time() - t0 < 16 * 3600: for t, l, p in RUNS: d = latest(l) if d: step, val, res, _ = d if t == "ep": if res > 0.2 or val > 15: fired = f"EP DIVERGED res={res:.2e} val={val:.2f} step {step} (clean-code baseline of the problem)"; break if val < 2.20: fired = f"EP reached val {val:.4f} (res {res:.2e}) step {step} — good converged ckpt to probe"; break if t == "bptt": if val < 1.95: fired = f"bptt reached GOOD loss val {val:.4f} (res {res:.2e}) step {step} -> probe rho/g_transpose here"; break if res > 0.25: fired = f"bptt res HIGH res={res:.2e} val={val:.2f} step {step} (BPTT riding NON-converged state?)"; break if not alive(p): fired = f"{t} process EXITED; last: {(latest(l) or [None,None,None,'no steps (early crash/OOM?)'])[3]}"; break if fired: break time.sleep(180) print("=== CLEAN-RERUN WATCHER FIRED ===") print("trigger:", fired or "16h timeout, no decisive event") print(status())