File size: 3,627 Bytes
a3773e2 | 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 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 | #!/usr/bin/env python3
"""Run independent exploratory arms to completion; failures do not gate other arms."""
from __future__ import annotations
import json
import os
import subprocess
import sys
import time
from pathlib import Path
ROOT = Path(__file__).resolve().parents[1]
ART = ROOT / "docs/development-artifacts/hebbian-future-v1"
def status(state, **extra):
row = {"time": time.time(), "pid": os.getpid(), "state": state, **extra}
temporary = ART / "execution-status.tmp"
temporary.write_text(json.dumps(row, indent=2) + "\n")
temporary.replace(ART / "execution-status.json")
print(json.dumps(row), flush=True)
def main():
env = os.environ.copy()
env.update(
PYTHONPATH=str(ROOT / "src"),
OMP_NUM_THREADS="4",
OPENBLAS_NUM_THREADS="4",
MPLCONFIGDIR=str(ART / "matplotlib-cache"),
TOKENIZERS_PARALLELISM="false",
)
sys.path.insert(0, str(ROOT / "src"))
from llm_memory_editability.hebbian_future import digest, write
paths = [
Path(__file__),
ROOT / "src/llm_memory_editability/hebbian_model.py",
ROOT / "src/llm_memory_editability/hebbian_data.py",
ROOT / "data/hebbian-learning-v1/source/qwen3-0.6b-base/model.safetensors",
ROOT / "data/hebbian-learning-v1/source/qwen3-0.6b-base/config.json",
]
lock = ART / "execution-source-lock.json"
if not lock.exists():
write(
lock,
{
"before_launch": time.time(),
"files": {str(p.relative_to(ROOT)): digest(p) for p in paths},
},
)
jobs = []
commands = [("real", ["real", "--device", "cuda:2"])]
commands += [
(f"chains-{i}", ["chains", "--device", f"cuda:{i + 3}", "--shard", str(i), "--shards", "7"])
for i in range(7)
]
(ART / "logs").mkdir(exist_ok=True)
for name, args in commands:
with (ART / "logs" / (name + ".log")).open("a") as log:
p = subprocess.Popen(
[sys.executable, "scripts/run_hebbian_future.py", *args],
cwd=ROOT,
env=env,
stdout=log,
stderr=subprocess.STDOUT,
)
jobs.append((name, p))
real_analysis = None
while True:
codes = {name: proc.poll() for name, proc in jobs}
if codes["real"] == 0 and real_analysis is None:
with (ART / "logs/real-analysis.log").open("a") as log:
real_analysis = subprocess.Popen(
[sys.executable, "scripts/report_hebbian_future.py", "real"],
cwd=ROOT,
env=env,
stdout=log,
stderr=subprocess.STDOUT,
)
status(
"running",
workers=[{"name": n, "pid": p.pid, "exit": codes[n]} for n, p in jobs],
real_analysis_exit=None if real_analysis is None else real_analysis.poll(),
)
if all(code is not None for code in codes.values()):
break
time.sleep(15)
if any(code != 0 for code in codes.values()):
status("technical_failure", codes=codes)
return 1
if real_analysis is not None and real_analysis.wait() != 0:
status("real_analysis_failure")
return 1
for stage in ("chains", "plot", "audit"):
subprocess.run(
[sys.executable, "scripts/report_hebbian_future.py", stage],
cwd=ROOT,
env=env,
check=True,
)
status("complete")
return 0
if __name__ == "__main__":
raise SystemExit(main())
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