Datasets:
Formats:
csv
Languages:
English
Size:
1K - 10K
Tags:
arxiv-artifact
reproducibility
research-artifact
computer-science
computer-logic
formal-methods
License:
File size: 2,131 Bytes
9fc0ed7 | 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 | #!/usr/bin/env bash
set -euo pipefail
LIMIT="${PCMT_HF_LIMIT:-80}"
REPEATS_DETECTOR="${PCMT_DETECTOR_REPEATS:-4096}"
REPEATS_SWEEP="${PCMT_SWEEP_REPEATS:-16384}"
DATASET="${PCMT_BENCHMARK_DATASET:-youcook2}"
RUN_TAG="${PCMT_RUN_TAG:-benchmark}"
STAMP="$(date -u +%Y%m%dT%H%M%SZ)"
mkdir -p runs
TELEMETRY="runs/gpu_telemetry_${RUN_TAG}_${STAMP}.csv"
LOG="runs/long_${RUN_TAG}_gpu_${STAMP}.log"
exec > >(tee -a "${LOG}") 2>&1
echo "[pcmt] start ${STAMP}"
echo "[pcmt] dataset=${DATASET} tag=${RUN_TAG} limit=${LIMIT} detector_repeats=${REPEATS_DETECTOR} sweep_repeats=${REPEATS_SWEEP}"
nvidia-smi || true
(nvidia-smi --query-gpu=timestamp,name,utilization.gpu,memory.used,memory.total,temperature.gpu --format=csv -l 2 > "${TELEMETRY}" 2>&1 & echo $! > "runs/gpu_telemetry_${RUN_TAG}.pid")
cleanup() {
if [ -f "runs/gpu_telemetry_${RUN_TAG}.pid" ]; then
kill "$(cat "runs/gpu_telemetry_${RUN_TAG}.pid")" 2>/dev/null || true
fi
}
trap cleanup EXIT
python3 -m pcmt.cli download-benchmark --dataset "${DATASET}" --limit "${LIMIT}" --output "data/benchmark_videos/${DATASET}"
VIDEO_ROOT="data/benchmark_videos/${DATASET}"
COUNT="$(find "${VIDEO_ROOT}" -maxdepth 1 -type f -name '*.mp4' | wc -l | tr -d ' ')"
if [ "${COUNT}" = "0" ]; then
python3 -m pcmt.cli download-benchmark --dataset ave --limit "${LIMIT}" --output data/benchmark_videos/ave
VIDEO_ROOT="data/benchmark_videos/ave"
COUNT="$(find "${VIDEO_ROOT}" -maxdepth 1 -type f -name '*.mp4' | wc -l | tr -d ' ')"
fi
echo "[pcmt] video_root=${VIDEO_ROOT} count=${COUNT}"
python3 -m pcmt.cli run-detector --clips "${COUNT}" --output "runs/${RUN_TAG}-detector-gpu" --video-root "${VIDEO_ROOT}" --use-gpu cuda --stress-repeats "${REPEATS_DETECTOR}"
python3 -m pcmt.cli run-sweep --input-run detector --clips "${COUNT}" --output "runs/${RUN_TAG}-sweep-gpu" --video-root "${VIDEO_ROOT}" --use-gpu cuda --stress-repeats "${REPEATS_SWEEP}"
python3 -m pcmt.cli sweep-figures --traces "runs/${RUN_TAG}-sweep-gpu/sweep_traces.csv" --metrics "runs/${RUN_TAG}-sweep-gpu/sweep_metrics.json" --output figures
echo "[pcmt] finished ${STAMP}"
tail -20 "${TELEMETRY}" || true
|