results: jobs/20261006-100132-pure-pursuit/** index/episodes.jsonl leaderboard/*
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +1 -0
- results/index/episodes.jsonl +0 -0
- results/jobs/20261006-100132-pure-pursuit/breakdown.json +0 -0
- results/jobs/20261006-100132-pure-pursuit/episodes.jsonl +3 -0
- results/jobs/20261006-100132-pure-pursuit/gautschi/0/done.txt +0 -0
- results/jobs/20261006-100132-pure-pursuit/gautschi/0/episodes.json +0 -0
- results/jobs/20261006-100132-pure-pursuit/gautschi/0/gautschi_launch.py +143 -0
- results/jobs/20261006-100132-pure-pursuit/gautschi/0/sbatch.sh +5 -0
- results/jobs/20261006-100132-pure-pursuit/gautschi/1/done.txt +0 -0
- results/jobs/20261006-100132-pure-pursuit/gautschi/1/episodes.json +0 -0
- results/jobs/20261006-100132-pure-pursuit/gautschi/1/gautschi_launch.py +143 -0
- results/jobs/20261006-100132-pure-pursuit/gautschi/1/sbatch.sh +5 -0
- results/jobs/20261006-100132-pure-pursuit/job.json +37 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0000.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0001.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0002.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0003.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0004.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0005.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0006.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0007.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0008.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0009.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0010.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0011.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0012.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0013.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0014.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0015.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0016.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0017.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0018.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0019.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0020.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0021.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0022.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0023.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0024.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0025.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0026.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0027.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0028.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0029.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0030.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0031.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0032.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0033.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0034.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0035.jsonl.gz +3 -0
- results/jobs/20261006-100132-pure-pursuit/logs/shard-0036.jsonl.gz +3 -0
.gitattributes
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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results/jobs/20261006-100132-pure-pursuit/episodes.jsonl filter=lfs diff=lfs merge=lfs -text
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results/index/episodes.jsonl
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results/jobs/20261006-100132-pure-pursuit/breakdown.json
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results/jobs/20261006-100132-pure-pursuit/episodes.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:8f733fbce0214bb0686c517f739c1bc0ca4910d411f1a047ea2363f41061e7ea
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size 56538667
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results/jobs/20261006-100132-pure-pursuit/gautschi/0/done.txt
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results/jobs/20261006-100132-pure-pursuit/gautschi/0/episodes.json
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results/jobs/20261006-100132-pure-pursuit/gautschi/0/gautschi_launch.py
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"""Runs on a Gautschi node (stdlib only): episodes from a queue in parallel workers, one contained Apptainer per episode."""
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import argparse
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import json
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import os
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import queue
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import shutil
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import subprocess
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import threading
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import time
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RUN = ("source /opt/ros/humble/setup.bash && source /ws/install/setup.bash"
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" && python3 -m simnode.batch /batch.json /out")
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CUDA_LIB = "/ws/mpc_cuda/libmpc_cuda.so" # built per stack by runner/gautschi.build_stack for gautschi-gpu
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SAMPLE_S = 15
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STAGGER_S = 0.25 # between worker starts: the dev job's one error was a stack starved in the 96-way start burst
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EPISODE_TIMEOUT_S = 1200 # about 4x the slowest lap; a killed episode has no outcome and is retried by the host
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def worker_cmd(i, work, out, ep, sif, engine, stack, gpu=None):
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"""Private /tmp, HOME, /dev/shm, IPC, PIDs and loopback per episode, plus a distinct ROS_DOMAIN_ID per worker;
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gpu (a host CUDA device) adds the driver and the stack's CUDA MPC kernel."""
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cuda = ["--nv", "--env", f"CUDA_VISIBLE_DEVICES={gpu}", "--env", f"MPC_CUDA_LIB={CUDA_LIB}"] if gpu is not None else []
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return ["apptainer", "exec", *cuda, "--contain", "--cleanenv", "--ipc", "--pid", "--net", "--network", "none", "--workdir", work,
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"--env", f"ROS_DOMAIN_ID={i + 1}", "--env", "ROS_HOME=/tmp/ros", "--env", "TMPDIR=/tmp",
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"--bind", f"{engine}:/opt/sim:ro", "--bind", f"{stack}:/ws:ro", "--bind", f"{out}:/out",
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"--bind", f"{ep}:/batch.json:ro", sif, "bash", "-lc", RUN]
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def parse_smi(text):
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"""nvidia-smi 'utilization.gpu, memory.used' csv rows to per-GPU lists."""
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rows = [[int(v) for v in ln.split(",")] for ln in text.strip().splitlines() if ln.strip()]
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return {"gpu_util": [r[0] for r in rows], "gpu_mem_mib": [r[1] for r in rows]}
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def _solver(logdir):
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"""pathfinder's 'MPC solver: ...' and CUDA fallback lines from the episode's ROS logs."""
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lines = []
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for dp, _, fns in os.walk(logdir):
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for fn in fns:
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try:
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with open(os.path.join(dp, fn), errors="replace") as f:
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lines += [ln.strip() for ln in f if "MPC solver:" in ln or "CUDA MPC unavailable" in ln]
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except OSError:
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pass
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return "\n".join(dict.fromkeys(lines))
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def main(argv=None):
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p = argparse.ArgumentParser()
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for a in ("episodes", "out", "sif", "engine", "stack", "work", "timeline", "done"):
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p.add_argument("--" + a, required=True)
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p.add_argument("--workers", type=int, required=True)
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p.add_argument("--gpus", type=int, default=0)
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a = p.parse_args(argv)
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with open(a.episodes) as f:
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q = queue.Queue()
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for e in json.load(f): # the host already ordered them, longest first
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q.put(e)
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os.makedirs(a.out, exist_ok=True)
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lock, t0 = threading.Lock(), time.time()
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| 61 |
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devs = [d for d in os.environ.get("CUDA_VISIBLE_DEVICES", "").split(",") if d][:a.gpus] or [str(n) for n in range(a.gpus)]
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+
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def log(**ev):
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| 64 |
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with lock, open(a.timeline, "a") as f:
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f.write(json.dumps(dict(ev, t=round(time.time() - t0, 3))) + "\n")
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| 66 |
+
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| 67 |
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def worker(i):
|
| 68 |
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time.sleep(i * STAGGER_S)
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| 69 |
+
while True:
|
| 70 |
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try:
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| 71 |
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e = q.get_nowait()
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| 72 |
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except queue.Empty:
|
| 73 |
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return
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| 74 |
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key, work = e["key"], os.path.join(a.work, e["key"])
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| 75 |
+
stage, ep = os.path.join(work, "stage"), os.path.join(work, "ep.json")
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| 76 |
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os.makedirs(stage)
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| 77 |
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with open(ep, "w") as f:
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json.dump([e], f)
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| 79 |
+
log(ev="start", key=key, worker=i)
|
| 80 |
+
gpu = devs[i % len(devs)] if devs and e["resolved"].get("recipe", {}).get("sim", {}).get("cuda") else None
|
| 81 |
+
limit = EPISODE_TIMEOUT_S * max(1, e["resolved"]["scenario"].get("laps", 1)) # per lap: 5-lap episodes run 5x longer
|
| 82 |
+
try:
|
| 83 |
+
rc = subprocess.run(worker_cmd(i, work, stage, ep, a.sif, a.engine, a.stack, gpu), stdout=subprocess.DEVNULL,
|
| 84 |
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stderr=subprocess.DEVNULL, timeout=limit).returncode
|
| 85 |
+
except subprocess.TimeoutExpired:
|
| 86 |
+
rc = "timeout"
|
| 87 |
+
solver = _solver(os.path.join(work, "tmp", "ros", "log"))
|
| 88 |
+
if solver and os.path.isdir(os.path.join(stage, key)):
|
| 89 |
+
with open(os.path.join(stage, key, "solver.txt"), "w") as f:
|
| 90 |
+
f.write(solver + "\n")
|
| 91 |
+
if os.path.exists(os.path.join(stage, key, "outcome.json")):
|
| 92 |
+
tmp, dst = os.path.join(a.out, ".tmp-" + key), os.path.join(a.out, key)
|
| 93 |
+
shutil.rmtree(tmp, ignore_errors=True)
|
| 94 |
+
shutil.copytree(os.path.join(stage, key), tmp)
|
| 95 |
+
shutil.rmtree(dst, ignore_errors=True)
|
| 96 |
+
os.rename(tmp, dst) # the host's rsync sees a key only once its directory is complete
|
| 97 |
+
with lock, open(a.done, "a") as f:
|
| 98 |
+
f.write(key + "\n")
|
| 99 |
+
shutil.rmtree(work, ignore_errors=True)
|
| 100 |
+
log(ev="end", key=key, worker=i, rc=rc, gpu=gpu,
|
| 101 |
+
solver=solver.split("MPC solver: ")[-1] if "MPC solver: " in solver else solver or None)
|
| 102 |
+
|
| 103 |
+
def sampler(stop):
|
| 104 |
+
"""Job CPU use from its cgroup, as busy cores, every SAMPLE_S."""
|
| 105 |
+
try:
|
| 106 |
+
with open("/proc/self/cgroup") as f:
|
| 107 |
+
path = "/sys/fs/cgroup" + f.read().strip().split(":")[-1] + "/cpu.stat"
|
| 108 |
+
prev = None
|
| 109 |
+
while not stop.wait(SAMPLE_S if prev else 0):
|
| 110 |
+
with open(path) as f:
|
| 111 |
+
use = next(int(ln.split()[1]) for ln in f if ln.startswith("usage_usec"))
|
| 112 |
+
now = time.time()
|
| 113 |
+
if prev:
|
| 114 |
+
log(ev="cpu", busy_cores=round((use - prev[0]) / 1e6 / (now - prev[1]), 2))
|
| 115 |
+
prev = (use, now)
|
| 116 |
+
except (OSError, StopIteration, ValueError):
|
| 117 |
+
pass
|
| 118 |
+
|
| 119 |
+
def gpu_sampler(stop):
|
| 120 |
+
"""GPU utilisation and memory of the job's GPUs, every SAMPLE_S."""
|
| 121 |
+
while not stop.wait(SAMPLE_S):
|
| 122 |
+
try:
|
| 123 |
+
p = subprocess.Popen(["nvidia-smi", "--query-gpu=utilization.gpu,memory.used", "--format=csv,noheader,nounits"],
|
| 124 |
+
stdout=subprocess.PIPE, stderr=subprocess.DEVNULL, text=True)
|
| 125 |
+
log(ev="gpu", **parse_smi(p.communicate(timeout=30)[0]))
|
| 126 |
+
except Exception: # no driver or a hung query: skip this sample
|
| 127 |
+
pass
|
| 128 |
+
|
| 129 |
+
cores = len(os.sched_getaffinity(0)) if hasattr(os, "sched_getaffinity") else os.cpu_count()
|
| 130 |
+
log(ev="launch", workers=a.workers, cores=cores)
|
| 131 |
+
stop = threading.Event()
|
| 132 |
+
threads = [threading.Thread(target=worker, args=(i,)) for i in range(a.workers)]
|
| 133 |
+
samplers = [sampler] + ([gpu_sampler] if a.gpus else [])
|
| 134 |
+
for t in threads + [threading.Thread(target=f, args=(stop,), daemon=True) for f in samplers]:
|
| 135 |
+
t.start()
|
| 136 |
+
for t in threads:
|
| 137 |
+
t.join()
|
| 138 |
+
stop.set()
|
| 139 |
+
log(ev="done")
|
| 140 |
+
|
| 141 |
+
|
| 142 |
+
if __name__ == "__main__":
|
| 143 |
+
main()
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results/jobs/20261006-100132-pure-pursuit/gautschi/0/sbatch.sh
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#!/bin/bash
|
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#SBATCH -p highmem -A lilly-rob1 -N 1 -n 1 -c 192 --time 86 -J AutoSim-large-pure-pursuit-1 --comment 20261006-100132-pure-pursuit -o AutoSim/jobs/20261006-100132-pure-pursuit/0/slurm-%j.out
|
| 3 |
+
W=/dev/shm/AutoSim-$SLURM_JOB_ID
|
| 4 |
+
trap 'rm -rf "$W"' EXIT
|
| 5 |
+
python3 $HOME/AutoSim/jobs/20261006-100132-pure-pursuit/0/gautschi_launch.py --episodes $HOME/AutoSim/jobs/20261006-100132-pure-pursuit/0/episodes.json --out $HOME/AutoSim/out/20261006-100132-pure-pursuit --sif $HOME/AutoSim/images/AutoSim-99d206f40cb1.sif --engine $HOME/AutoSim/engine/d3d7aaaa9bdfbe38e63169109a8ca928156b53f191894950b6a194219d8c006f --stack $HOME/AutoSim/stacks/9739f9808d56f172754322c300f08aa20807b22319e73d5d5423ab7f2412fb4d --workers 96 --work $W --timeline $HOME/AutoSim/jobs/20261006-100132-pure-pursuit/0/timeline.jsonl --done $HOME/AutoSim/jobs/20261006-100132-pure-pursuit/0/done.txt
|
results/jobs/20261006-100132-pure-pursuit/gautschi/1/done.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
results/jobs/20261006-100132-pure-pursuit/gautschi/1/episodes.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
results/jobs/20261006-100132-pure-pursuit/gautschi/1/gautschi_launch.py
ADDED
|
@@ -0,0 +1,143 @@
|
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|
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|
|
|
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|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
"""Runs on a Gautschi node (stdlib only): episodes from a queue in parallel workers, one contained Apptainer per episode."""
|
| 2 |
+
import argparse
|
| 3 |
+
import json
|
| 4 |
+
import os
|
| 5 |
+
import queue
|
| 6 |
+
import shutil
|
| 7 |
+
import subprocess
|
| 8 |
+
import threading
|
| 9 |
+
import time
|
| 10 |
+
|
| 11 |
+
RUN = ("source /opt/ros/humble/setup.bash && source /ws/install/setup.bash"
|
| 12 |
+
" && python3 -m simnode.batch /batch.json /out")
|
| 13 |
+
CUDA_LIB = "/ws/mpc_cuda/libmpc_cuda.so" # built per stack by runner/gautschi.build_stack for gautschi-gpu
|
| 14 |
+
SAMPLE_S = 15
|
| 15 |
+
STAGGER_S = 0.25 # between worker starts: the dev job's one error was a stack starved in the 96-way start burst
|
| 16 |
+
EPISODE_TIMEOUT_S = 1200 # about 4x the slowest lap; a killed episode has no outcome and is retried by the host
|
| 17 |
+
|
| 18 |
+
|
| 19 |
+
def worker_cmd(i, work, out, ep, sif, engine, stack, gpu=None):
|
| 20 |
+
"""Private /tmp, HOME, /dev/shm, IPC, PIDs and loopback per episode, plus a distinct ROS_DOMAIN_ID per worker;
|
| 21 |
+
gpu (a host CUDA device) adds the driver and the stack's CUDA MPC kernel."""
|
| 22 |
+
cuda = ["--nv", "--env", f"CUDA_VISIBLE_DEVICES={gpu}", "--env", f"MPC_CUDA_LIB={CUDA_LIB}"] if gpu is not None else []
|
| 23 |
+
return ["apptainer", "exec", *cuda, "--contain", "--cleanenv", "--ipc", "--pid", "--net", "--network", "none", "--workdir", work,
|
| 24 |
+
"--env", f"ROS_DOMAIN_ID={i + 1}", "--env", "ROS_HOME=/tmp/ros", "--env", "TMPDIR=/tmp",
|
| 25 |
+
"--bind", f"{engine}:/opt/sim:ro", "--bind", f"{stack}:/ws:ro", "--bind", f"{out}:/out",
|
| 26 |
+
"--bind", f"{ep}:/batch.json:ro", sif, "bash", "-lc", RUN]
|
| 27 |
+
|
| 28 |
+
|
| 29 |
+
def parse_smi(text):
|
| 30 |
+
"""nvidia-smi 'utilization.gpu, memory.used' csv rows to per-GPU lists."""
|
| 31 |
+
rows = [[int(v) for v in ln.split(",")] for ln in text.strip().splitlines() if ln.strip()]
|
| 32 |
+
return {"gpu_util": [r[0] for r in rows], "gpu_mem_mib": [r[1] for r in rows]}
|
| 33 |
+
|
| 34 |
+
|
| 35 |
+
def _solver(logdir):
|
| 36 |
+
"""pathfinder's 'MPC solver: ...' and CUDA fallback lines from the episode's ROS logs."""
|
| 37 |
+
lines = []
|
| 38 |
+
for dp, _, fns in os.walk(logdir):
|
| 39 |
+
for fn in fns:
|
| 40 |
+
try:
|
| 41 |
+
with open(os.path.join(dp, fn), errors="replace") as f:
|
| 42 |
+
lines += [ln.strip() for ln in f if "MPC solver:" in ln or "CUDA MPC unavailable" in ln]
|
| 43 |
+
except OSError:
|
| 44 |
+
pass
|
| 45 |
+
return "\n".join(dict.fromkeys(lines))
|
| 46 |
+
|
| 47 |
+
|
| 48 |
+
def main(argv=None):
|
| 49 |
+
p = argparse.ArgumentParser()
|
| 50 |
+
for a in ("episodes", "out", "sif", "engine", "stack", "work", "timeline", "done"):
|
| 51 |
+
p.add_argument("--" + a, required=True)
|
| 52 |
+
p.add_argument("--workers", type=int, required=True)
|
| 53 |
+
p.add_argument("--gpus", type=int, default=0)
|
| 54 |
+
a = p.parse_args(argv)
|
| 55 |
+
with open(a.episodes) as f:
|
| 56 |
+
q = queue.Queue()
|
| 57 |
+
for e in json.load(f): # the host already ordered them, longest first
|
| 58 |
+
q.put(e)
|
| 59 |
+
os.makedirs(a.out, exist_ok=True)
|
| 60 |
+
lock, t0 = threading.Lock(), time.time()
|
| 61 |
+
devs = [d for d in os.environ.get("CUDA_VISIBLE_DEVICES", "").split(",") if d][:a.gpus] or [str(n) for n in range(a.gpus)]
|
| 62 |
+
|
| 63 |
+
def log(**ev):
|
| 64 |
+
with lock, open(a.timeline, "a") as f:
|
| 65 |
+
f.write(json.dumps(dict(ev, t=round(time.time() - t0, 3))) + "\n")
|
| 66 |
+
|
| 67 |
+
def worker(i):
|
| 68 |
+
time.sleep(i * STAGGER_S)
|
| 69 |
+
while True:
|
| 70 |
+
try:
|
| 71 |
+
e = q.get_nowait()
|
| 72 |
+
except queue.Empty:
|
| 73 |
+
return
|
| 74 |
+
key, work = e["key"], os.path.join(a.work, e["key"])
|
| 75 |
+
stage, ep = os.path.join(work, "stage"), os.path.join(work, "ep.json")
|
| 76 |
+
os.makedirs(stage)
|
| 77 |
+
with open(ep, "w") as f:
|
| 78 |
+
json.dump([e], f)
|
| 79 |
+
log(ev="start", key=key, worker=i)
|
| 80 |
+
gpu = devs[i % len(devs)] if devs and e["resolved"].get("recipe", {}).get("sim", {}).get("cuda") else None
|
| 81 |
+
limit = EPISODE_TIMEOUT_S * max(1, e["resolved"]["scenario"].get("laps", 1)) # per lap: 5-lap episodes run 5x longer
|
| 82 |
+
try:
|
| 83 |
+
rc = subprocess.run(worker_cmd(i, work, stage, ep, a.sif, a.engine, a.stack, gpu), stdout=subprocess.DEVNULL,
|
| 84 |
+
stderr=subprocess.DEVNULL, timeout=limit).returncode
|
| 85 |
+
except subprocess.TimeoutExpired:
|
| 86 |
+
rc = "timeout"
|
| 87 |
+
solver = _solver(os.path.join(work, "tmp", "ros", "log"))
|
| 88 |
+
if solver and os.path.isdir(os.path.join(stage, key)):
|
| 89 |
+
with open(os.path.join(stage, key, "solver.txt"), "w") as f:
|
| 90 |
+
f.write(solver + "\n")
|
| 91 |
+
if os.path.exists(os.path.join(stage, key, "outcome.json")):
|
| 92 |
+
tmp, dst = os.path.join(a.out, ".tmp-" + key), os.path.join(a.out, key)
|
| 93 |
+
shutil.rmtree(tmp, ignore_errors=True)
|
| 94 |
+
shutil.copytree(os.path.join(stage, key), tmp)
|
| 95 |
+
shutil.rmtree(dst, ignore_errors=True)
|
| 96 |
+
os.rename(tmp, dst) # the host's rsync sees a key only once its directory is complete
|
| 97 |
+
with lock, open(a.done, "a") as f:
|
| 98 |
+
f.write(key + "\n")
|
| 99 |
+
shutil.rmtree(work, ignore_errors=True)
|
| 100 |
+
log(ev="end", key=key, worker=i, rc=rc, gpu=gpu,
|
| 101 |
+
solver=solver.split("MPC solver: ")[-1] if "MPC solver: " in solver else solver or None)
|
| 102 |
+
|
| 103 |
+
def sampler(stop):
|
| 104 |
+
"""Job CPU use from its cgroup, as busy cores, every SAMPLE_S."""
|
| 105 |
+
try:
|
| 106 |
+
with open("/proc/self/cgroup") as f:
|
| 107 |
+
path = "/sys/fs/cgroup" + f.read().strip().split(":")[-1] + "/cpu.stat"
|
| 108 |
+
prev = None
|
| 109 |
+
while not stop.wait(SAMPLE_S if prev else 0):
|
| 110 |
+
with open(path) as f:
|
| 111 |
+
use = next(int(ln.split()[1]) for ln in f if ln.startswith("usage_usec"))
|
| 112 |
+
now = time.time()
|
| 113 |
+
if prev:
|
| 114 |
+
log(ev="cpu", busy_cores=round((use - prev[0]) / 1e6 / (now - prev[1]), 2))
|
| 115 |
+
prev = (use, now)
|
| 116 |
+
except (OSError, StopIteration, ValueError):
|
| 117 |
+
pass
|
| 118 |
+
|
| 119 |
+
def gpu_sampler(stop):
|
| 120 |
+
"""GPU utilisation and memory of the job's GPUs, every SAMPLE_S."""
|
| 121 |
+
while not stop.wait(SAMPLE_S):
|
| 122 |
+
try:
|
| 123 |
+
p = subprocess.Popen(["nvidia-smi", "--query-gpu=utilization.gpu,memory.used", "--format=csv,noheader,nounits"],
|
| 124 |
+
stdout=subprocess.PIPE, stderr=subprocess.DEVNULL, text=True)
|
| 125 |
+
log(ev="gpu", **parse_smi(p.communicate(timeout=30)[0]))
|
| 126 |
+
except Exception: # no driver or a hung query: skip this sample
|
| 127 |
+
pass
|
| 128 |
+
|
| 129 |
+
cores = len(os.sched_getaffinity(0)) if hasattr(os, "sched_getaffinity") else os.cpu_count()
|
| 130 |
+
log(ev="launch", workers=a.workers, cores=cores)
|
| 131 |
+
stop = threading.Event()
|
| 132 |
+
threads = [threading.Thread(target=worker, args=(i,)) for i in range(a.workers)]
|
| 133 |
+
samplers = [sampler] + ([gpu_sampler] if a.gpus else [])
|
| 134 |
+
for t in threads + [threading.Thread(target=f, args=(stop,), daemon=True) for f in samplers]:
|
| 135 |
+
t.start()
|
| 136 |
+
for t in threads:
|
| 137 |
+
t.join()
|
| 138 |
+
stop.set()
|
| 139 |
+
log(ev="done")
|
| 140 |
+
|
| 141 |
+
|
| 142 |
+
if __name__ == "__main__":
|
| 143 |
+
main()
|
results/jobs/20261006-100132-pure-pursuit/gautschi/1/sbatch.sh
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/bin/bash
|
| 2 |
+
#SBATCH -p highmem -A lilly-rob1 -N 1 -n 1 -c 192 --time 86 -J AutoSim-large-pure-pursuit-2 --comment 20261006-100132-pure-pursuit -o AutoSim/jobs/20261006-100132-pure-pursuit/1/slurm-%j.out
|
| 3 |
+
W=/dev/shm/AutoSim-$SLURM_JOB_ID
|
| 4 |
+
trap 'rm -rf "$W"' EXIT
|
| 5 |
+
python3 $HOME/AutoSim/jobs/20261006-100132-pure-pursuit/1/gautschi_launch.py --episodes $HOME/AutoSim/jobs/20261006-100132-pure-pursuit/1/episodes.json --out $HOME/AutoSim/out/20261006-100132-pure-pursuit --sif $HOME/AutoSim/images/AutoSim-99d206f40cb1.sif --engine $HOME/AutoSim/engine/d3d7aaaa9bdfbe38e63169109a8ca928156b53f191894950b6a194219d8c006f --stack $HOME/AutoSim/stacks/9739f9808d56f172754322c300f08aa20807b22319e73d5d5423ab7f2412fb4d --workers 96 --work $W --timeline $HOME/AutoSim/jobs/20261006-100132-pure-pursuit/1/timeline.jsonl --done $HOME/AutoSim/jobs/20261006-100132-pure-pursuit/1/done.txt
|
results/jobs/20261006-100132-pure-pursuit/job.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"id": "20261006-100132-pure-pursuit",
|
| 3 |
+
"tier": "large",
|
| 4 |
+
"tier_version": 1,
|
| 5 |
+
"recipe": {
|
| 6 |
+
"name": "pure-pursuit",
|
| 7 |
+
"source": {
|
| 8 |
+
"repo": "AutonomousKart",
|
| 9 |
+
"ref": "worktree:AutonomousKart-sim"
|
| 10 |
+
},
|
| 11 |
+
"params": {
|
| 12 |
+
"pathfinder_node": {
|
| 13 |
+
"planner": "pure_pursuit",
|
| 14 |
+
"mpc.num_samples": 128
|
| 15 |
+
}
|
| 16 |
+
},
|
| 17 |
+
"notes": "Pure pursuit"
|
| 18 |
+
},
|
| 19 |
+
"user": "overnight",
|
| 20 |
+
"notes": "Pure pursuit",
|
| 21 |
+
"where": "gautschi",
|
| 22 |
+
"status": "done",
|
| 23 |
+
"submitted_at": "2026-10-06T14:01:32.782+00:00",
|
| 24 |
+
"started_at": "2026-10-06T14:01:34.688+00:00",
|
| 25 |
+
"finished_at": "2026-10-06T20:07:59.793+00:00",
|
| 26 |
+
"total": 10692,
|
| 27 |
+
"done": 10692,
|
| 28 |
+
"errors": 0,
|
| 29 |
+
"build_log": null,
|
| 30 |
+
"workers": 96,
|
| 31 |
+
"slurm_id": "16883429",
|
| 32 |
+
"slurm_ids": [
|
| 33 |
+
"16883429",
|
| 34 |
+
"16883430"
|
| 35 |
+
],
|
| 36 |
+
"engine_version": "d3d7aaaa9bdfbe38e63169109a8ca928156b53f191894950b6a194219d8c006f"
|
| 37 |
+
}
|
results/jobs/20261006-100132-pure-pursuit/logs/shard-0000.jsonl.gz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ad3fbb736a250ba919e4db3f8c3eef578df81b30c0f6f0ee3b85ca7c6fd9e81c
|
| 3 |
+
size 5460103
|
results/jobs/20261006-100132-pure-pursuit/logs/shard-0001.jsonl.gz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:49679c0ef11d6715e383ca45df62d6b60338d4f602097f97434c0b628518ad72
|
| 3 |
+
size 5905276
|
results/jobs/20261006-100132-pure-pursuit/logs/shard-0002.jsonl.gz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9186256453c7722d2d6385fb1726e9bea086abe319ec853986d6a96d3c96bf92
|
| 3 |
+
size 4537354
|
results/jobs/20261006-100132-pure-pursuit/logs/shard-0003.jsonl.gz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:26a85bd451c865e62b61e643342ed7a9bcbde8574f6e8ce6cfcfca7d5164035c
|
| 3 |
+
size 5167401
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