Update pipeline orchestration and optimized processing

debug/benchmark_dwpose_cpu_vs_gpu.py

@@ -10,7 +10,7 @@ import time
 from pathlib import Path
 
 
-DEFAULT_RAW_VIDEO_DIR = Path("/home/sf895/Sign-DWPose-2M-runtime/raw_video")
+DEFAULT_RAW_VIDEO_DIR = Path("/home/sf895/SignVerse-2M-runtime/raw_video")
 VIDEO_EXTENSIONS = (".mp4", ".mkv", ".webm", ".mov")
 
 

debug/benchmark_dwpose_cpu_vs_gpu.slurm

@@ -6,12 +6,12 @@
 #SBATCH --gres=gpu:1
 #SBATCH --mem=32G
 #SBATCH --time=02:00:00
-#SBATCH --output=/home/sf895/Sign-DWPose-2M-runtime/slurm/logs/dwpose_cpu_gpu_bench_%j.out
-#SBATCH --error=/home/sf895/Sign-DWPose-2M-runtime/slurm/logs/dwpose_cpu_gpu_bench_%j.err
+#SBATCH --output=/home/sf895/SignVerse-2M-runtime/slurm/logs/dwpose_cpu_gpu_bench_%j.out
+#SBATCH --error=/home/sf895/SignVerse-2M-runtime/slurm/logs/dwpose_cpu_gpu_bench_%j.err
 
 set -euo pipefail
 
-ROOT_DIR="/cache/home/sf895/Sign-DWPose-2M"
+ROOT_DIR="/cache/home/sf895/SignVerse-2M"
 CONDA_SH="/home/sf895/miniconda3/etc/profile.d/conda.sh"
 CONDA_ENV="signx2"
 SCRIPT="$ROOT_DIR/debug/benchmark_dwpose_cpu_vs_gpu.py"
@@ -19,7 +19,7 @@ VIDEO_ID="${1:?video id required}"
 FPS="${FPS:-24}"
 MAX_FRAMES="${MAX_FRAMES:-240}"
 CPU_THREADS="${CPU_THREADS:-1,2,4,8,16,32}"
-RAW_VIDEO_DIR="${RAW_VIDEO_DIR:-/home/sf895/Sign-DWPose-2M-runtime/raw_video}"
+RAW_VIDEO_DIR="${RAW_VIDEO_DIR:-/home/sf895/SignVerse-2M-runtime/raw_video}"
 
 source "$CONDA_SH"
 

reproduce_independently.sh

@@ -1,12 +1,12 @@
 #!/usr/bin/env bash
 set -euo pipefail
 
-ROOT_DIR="${ROOT_DIR:-/home/sf895/Sign-DWPose-2M}"
+ROOT_DIR="${ROOT_DIR:-/home/sf895/SignVerse-2M}"
 CONDA_SH="/research/cbim/vast/sf895/miniforge3/etc/profile.d/conda.sh"
 CONDA_ENV="dwpose"
 
-SOURCE_METADATA_CSV="$ROOT_DIR/Sign-DWPose-2M-metadata_ori.csv"
-OUTPUT_METADATA_CSV="$ROOT_DIR/Sign-DWPose-2M-metadata_processed.csv"
+SOURCE_METADATA_CSV="$ROOT_DIR/SignVerse-2M-metadata_ori.csv"
+OUTPUT_METADATA_CSV="$ROOT_DIR/SignVerse-2M-metadata_processed.csv"
 RAW_VIDEO_DIR="$ROOT_DIR/raw_video"
 RAW_CAPTION_DIR="$ROOT_DIR/raw_caption"
 RAW_METADATA_DIR="$ROOT_DIR/raw_metadata"
@@ -32,7 +32,7 @@ RAW_BACKLOG_LIMIT="340"
 MAX_RAW_VIDEO_BYTES="0"
 MAX_ITERATIONS="0"
 IDLE_SLEEP_SECONDS="5"
-REPO_ID="SignerX/Sign-DWPose-2M"
+REPO_ID="SignerX/SignVerse-2M"
 COOKIES_FILE=""
 COOKIES_FROM_BROWSER=""
 EXTRACTOR_ARGS=""

reproduce_independently_slurm.sh

@@ -1,17 +1,17 @@
 #!/usr/bin/env bash
 set -euo pipefail
 
-ROOT_DIR="${ROOT_DIR:-/home/sf895/Sign-DWPose-2M}"
-RUNTIME_ROOT="${RUNTIME_ROOT:-/home/sf895/Sign-DWPose-2M-runtime}"
-STATE_ROOT="${STATE_ROOT:-/home/sf895/Sign-DWPose-2M-runtime}"
+ROOT_DIR="${ROOT_DIR:-/home/sf895/SignVerse-2M}"
+RUNTIME_ROOT="${RUNTIME_ROOT:-/home/sf895/SignVerse-2M-runtime}"
+STATE_ROOT="${STATE_ROOT:-/home/sf895/SignVerse-2M-runtime}"
 CONDA_SH="${CONDA_SH:-/home/sf895/miniconda3/etc/profile.d/conda.sh}"
 CONDA_ENV="${CONDA_ENV:-signx2}"
 
-SOURCE_METADATA_CSV="${SOURCE_METADATA_CSV:-$RUNTIME_ROOT/Sign-DWPose-2M-metadata_ori.csv}"
-if [[ ! -f "$SOURCE_METADATA_CSV" && -f "$ROOT_DIR/Sign-DWPose-2M-metadata_ori.csv" ]]; then
-  SOURCE_METADATA_CSV="$ROOT_DIR/Sign-DWPose-2M-metadata_ori.csv"
+SOURCE_METADATA_CSV="${SOURCE_METADATA_CSV:-$RUNTIME_ROOT/SignVerse-2M-metadata_ori.csv}"
+if [[ ! -f "$SOURCE_METADATA_CSV" && -f "$ROOT_DIR/SignVerse-2M-metadata_ori.csv" ]]; then
+  SOURCE_METADATA_CSV="$ROOT_DIR/SignVerse-2M-metadata_ori.csv"
 fi
-OUTPUT_METADATA_CSV="${OUTPUT_METADATA_CSV:-$RUNTIME_ROOT/Sign-DWPose-2M-metadata_processed.csv}"
+OUTPUT_METADATA_CSV="${OUTPUT_METADATA_CSV:-$RUNTIME_ROOT/SignVerse-2M-metadata_processed.csv}"
 RAW_VIDEO_DIR="${RAW_VIDEO_DIR:-$RUNTIME_ROOT/raw_video}"
 RAW_CAPTION_DIR="${RAW_CAPTION_DIR:-$RUNTIME_ROOT/raw_caption}"
 RAW_METADATA_DIR="${RAW_METADATA_DIR:-$RUNTIME_ROOT/raw_metadata}"
@@ -42,7 +42,7 @@ RAW_BACKLOG_LIMIT="${RAW_BACKLOG_LIMIT:-180}"
 MAX_RAW_VIDEO_BYTES="${MAX_RAW_VIDEO_BYTES:-0}"
 MAX_ITERATIONS="${MAX_ITERATIONS:-0}"
 IDLE_SLEEP_SECONDS="${IDLE_SLEEP_SECONDS:-5}"
-REPO_ID="${REPO_ID:-SignerX/Sign-DWPose-2M}"
+REPO_ID="${REPO_ID:-SignerX/SignVerse-2M}"
 COOKIES_FILE="${COOKIES_FILE:-$ROOT_DIR/www.youtube.com_cookies (2).txt}"
 COOKIES_FROM_BROWSER="${COOKIES_FROM_BROWSER:-}"
 EXTRACTOR_ARGS="${EXTRACTOR_ARGS:-}"
@@ -53,7 +53,7 @@ GPU_ACCOUNT="${GPU_ACCOUNT:-}"
 ARRAY_PARALLEL="${ARRAY_PARALLEL:-}"
 MAX_BACKLOG_VIDEOS="${MAX_BACKLOG_VIDEOS:-180}"
 DOWNLOAD_CLAIM_DIR="${DOWNLOAD_CLAIM_DIR:-$STATE_ROOT/slurm/state/download_claims}"
-DOWNLOAD_CSV_LOCK_PATH="${DOWNLOAD_CSV_LOCK_PATH:-$RUNTIME_ROOT/Sign-DWPose-2M-metadata_processed.csv.lock}"
+DOWNLOAD_CSV_LOCK_PATH="${DOWNLOAD_CSV_LOCK_PATH:-$RUNTIME_ROOT/SignVerse-2M-metadata_processed.csv.lock}"
 DOWNLOAD_PARTITIONS="${DOWNLOAD_PARTITIONS:-main}"
 DOWNLOAD_ACCOUNT="${DOWNLOAD_ACCOUNT:-}"
 DOWNLOAD_TIME="${DOWNLOAD_TIME:-04:00:00}"

scripts/benchmark_pipeline02_stream_vs_jpg.sh

@@ -6,13 +6,13 @@
 #SBATCH --gres=gpu:1
 #SBATCH --mem=32G
 #SBATCH --time=02:00:00
-#SBATCH --output=/home/sf895/Sign-DWPose-2M-runtime/slurm/logs/dwpose_bench_%j.out
-#SBATCH --error=/home/sf895/Sign-DWPose-2M-runtime/slurm/logs/dwpose_bench_%j.err
+#SBATCH --output=/home/sf895/SignVerse-2M-runtime/slurm/logs/dwpose_bench_%j.out
+#SBATCH --error=/home/sf895/SignVerse-2M-runtime/slurm/logs/dwpose_bench_%j.err
 
 set -euo pipefail
 
-ROOT_DIR="/cache/home/sf895/Sign-DWPose-2M"
-RUNTIME_ROOT="/home/sf895/Sign-DWPose-2M-runtime"
+ROOT_DIR="/cache/home/sf895/SignVerse-2M"
+RUNTIME_ROOT="/home/sf895/SignVerse-2M-runtime"
 CONDA_SH="/home/sf895/miniconda3/etc/profile.d/conda.sh"
 CONDA_ENV="dwpose"
 VIDEO_ID="${1:?video id required}"

scripts/pipeline01_download_video_fix_caption.py

@@ -24,8 +24,8 @@ if str(REPO_ROOT) not in sys.path:
 from utils.stats_npz import update_video_stats
 
 
-DEFAULT_SOURCE_METADATA_CSV = REPO_ROOT / "Sign-DWPose-2M-metadata_ori.csv"
-DEFAULT_OUTPUT_METADATA_CSV = REPO_ROOT / "Sign-DWPose-2M-metadata_processed.csv"
+DEFAULT_SOURCE_METADATA_CSV = REPO_ROOT / "SignVerse-2M-metadata_ori.csv"
+DEFAULT_OUTPUT_METADATA_CSV = REPO_ROOT / "SignVerse-2M-metadata_processed.csv"
 DEFAULT_RAW_VIDEO_DIR = REPO_ROOT / "raw_video"
 DEFAULT_RAW_CAPTION_DIR = REPO_ROOT / "raw_caption"
 DEFAULT_RAW_METADATA_DIR = REPO_ROOT / "raw_metadata"
@@ -61,7 +61,7 @@ DEFAULT_COLUMNS = [
 
 def parse_args() -> argparse.Namespace:
     parser = argparse.ArgumentParser(
-        description="Download raw videos and enrich the Sign-DWPose-2M metadata CSV."
+        description="Download raw videos and enrich the SignVerse-2M metadata CSV."
     )
     parser.add_argument("--source-metadata-csv", type=Path, default=DEFAULT_SOURCE_METADATA_CSV)
     parser.add_argument("--output-metadata-csv", type=Path, default=DEFAULT_OUTPUT_METADATA_CSV)

scripts/pipeline03_upload_to_huggingface.py

@@ -50,7 +50,7 @@ def parse_args() -> argparse.Namespace:
     parser.add_argument("--progress-path", type=Path, default=DEFAULT_PROGRESS_PATH)
     parser.add_argument("--stats-npz", type=Path, default=DEFAULT_STATS_NPZ)
     parser.add_argument("--status-journal-path", type=Path, default=DEFAULT_STATUS_JOURNAL_PATH)
-    parser.add_argument("--repo-id", default="SignerX/Sign-DWPose-2M")
+    parser.add_argument("--repo-id", default="SignerX/SignVerse-2M")
     parser.add_argument("--repo-type", default="dataset")
     parser.add_argument("--target-bytes", type=int, default=DEFAULT_TARGET_BYTES)
     parser.add_argument("--target-folders", type=int, default=DEFAULT_TARGET_FOLDERS)

scripts/runtime_status.py

@@ -209,13 +209,13 @@ def read_processed_progress(path: Path) -> dict[str, object]:
 
 
 def run_sync(runtime_root: Path) -> str:
-    sync_script = Path('/cache/home/sf895/Sign-DWPose-2M/scripts/sync_processed_csv_from_runtime.py')
+    sync_script = Path('/cache/home/sf895/SignVerse-2M/scripts/sync_processed_csv_from_runtime.py')
     if not sync_script.exists():
         return 'missing_sync_script'
     cmd = [
         'python3', str(sync_script),
-        '--source-metadata-csv', str(runtime_root / 'Sign-DWPose-2M-metadata_ori.csv'),
-        '--output-metadata-csv', str(runtime_root / 'Sign-DWPose-2M-metadata_processed.csv'),
+        '--source-metadata-csv', str(runtime_root / 'SignVerse-2M-metadata_ori.csv'),
+        '--output-metadata-csv', str(runtime_root / 'SignVerse-2M-metadata_processed.csv'),
         '--raw-video-dir', str(runtime_root / 'raw_video'),
         '--raw-caption-dir', str(runtime_root / 'raw_caption'),
         '--raw-metadata-dir', str(runtime_root / 'raw_metadata'),
@@ -235,7 +235,7 @@ def run_sync(runtime_root: Path) -> str:
 
 def main() -> None:
     parser = argparse.ArgumentParser(description='Report Sign-DWPose runtime status.')
-    parser.add_argument('--runtime-root', default='/home/sf895/Sign-DWPose-2M-runtime')
+    parser.add_argument('--runtime-root', default='/home/sf895/SignVerse-2M-runtime')
     parser.add_argument('--username', default='sf895')
     parser.add_argument('--no-sync', action='store_true')
     parser.add_argument('--json', action='store_true')
@@ -247,8 +247,8 @@ def main() -> None:
     claims_dir = runtime_root / 'slurm' / 'state' / 'claims'
     download_claims_dir = runtime_root / 'slurm' / 'state' / 'download_claims'
     progress_path = runtime_root / 'archive_upload_progress.json'
-    source_csv = runtime_root / 'Sign-DWPose-2M-metadata_ori.csv'
-    processed_csv = runtime_root / 'Sign-DWPose-2M-metadata_processed.csv'
+    source_csv = runtime_root / 'SignVerse-2M-metadata_ori.csv'
+    processed_csv = runtime_root / 'SignVerse-2M-metadata_processed.csv'
 
     sync_result = 'skipped'
     if not args.no_sync:

slurm/orchestrator_autorestart.slurm

@@ -6,13 +6,13 @@
 #SBATCH --cpus-per-task=1
 #SBATCH --mem=512M
 #SBATCH --time=12:30:00
-#SBATCH --output=/home/sf895/Sign-DWPose-2M-runtime/slurm/logs/orchestrator_launcher_%j.out
-#SBATCH --error=/home/sf895/Sign-DWPose-2M-runtime/slurm/logs/orchestrator_launcher_%j.err
+#SBATCH --output=/home/sf895/SignVerse-2M-runtime/slurm/logs/orchestrator_launcher_%j.out
+#SBATCH --error=/home/sf895/SignVerse-2M-runtime/slurm/logs/orchestrator_launcher_%j.err
 
 set -euo pipefail
 
-ROOT_DIR="${ROOT_DIR:-/cache/home/sf895/Sign-DWPose-2M}"
-RUNTIME_ROOT="${RUNTIME_ROOT:-/home/sf895/Sign-DWPose-2M-runtime}"
+ROOT_DIR="${ROOT_DIR:-/cache/home/sf895/SignVerse-2M}"
+RUNTIME_ROOT="${RUNTIME_ROOT:-/home/sf895/SignVerse-2M-runtime}"
 ORCH_SUBMIT_SCRIPT="${ORCH_SUBMIT_SCRIPT:-$ROOT_DIR/reproduce_independently_slurm.sh}"
 STOP_FILE="${STOP_FILE:-$RUNTIME_ROOT/STOP_AUTORESTART}"
 ROTATE_SECONDS="${ROTATE_SECONDS:-43200}"

slurm/process_download_array.slurm

@@ -10,13 +10,13 @@
 
 set -euo pipefail
 
-ROOT_DIR="${ROOT_DIR:-/home/sf895/Sign-DWPose-2M}"
-RUNTIME_ROOT="${RUNTIME_ROOT:-/home/sf895/Sign-DWPose-2M-runtime}"
-STATE_ROOT="${STATE_ROOT:-/home/sf895/Sign-DWPose-2M-runtime}"
+ROOT_DIR="${ROOT_DIR:-/home/sf895/SignVerse-2M}"
+RUNTIME_ROOT="${RUNTIME_ROOT:-/home/sf895/SignVerse-2M-runtime}"
+STATE_ROOT="${STATE_ROOT:-/home/sf895/SignVerse-2M-runtime}"
 CONDA_SH="${CONDA_SH:-/home/sf895/miniconda3/etc/profile.d/conda.sh}"
 CONDA_ENV="${CONDA_ENV:-signx2}"
-SOURCE_METADATA_CSV="${SOURCE_METADATA_CSV:-$RUNTIME_ROOT/Sign-DWPose-2M-metadata_ori.csv}"
-OUTPUT_METADATA_CSV="${OUTPUT_METADATA_CSV:-$RUNTIME_ROOT/Sign-DWPose-2M-metadata_processed.csv}"
+SOURCE_METADATA_CSV="${SOURCE_METADATA_CSV:-$RUNTIME_ROOT/SignVerse-2M-metadata_ori.csv}"
+OUTPUT_METADATA_CSV="${OUTPUT_METADATA_CSV:-$RUNTIME_ROOT/SignVerse-2M-metadata_processed.csv}"
 RAW_VIDEO_DIR="${RAW_VIDEO_DIR:-$RUNTIME_ROOT/raw_video}"
 RAW_CAPTION_DIR="${RAW_CAPTION_DIR:-$RUNTIME_ROOT/raw_caption}"
 RAW_METADATA_DIR="${RAW_METADATA_DIR:-$RUNTIME_ROOT/raw_metadata}"
@@ -24,7 +24,7 @@ DATASET_DIR="${DATASET_DIR:-$RUNTIME_ROOT/dataset}"
 STATS_NPZ="${STATS_NPZ:-$RUNTIME_ROOT/stats.npz}"
 PIPELINE01="${PIPELINE01:-$ROOT_DIR/scripts/pipeline01_download_video_fix_caption.py}"
 DOWNLOAD_CLAIM_DIR="${DOWNLOAD_CLAIM_DIR:-$STATE_ROOT/slurm/state/download_claims}"
-DOWNLOAD_CSV_LOCK_PATH="${DOWNLOAD_CSV_LOCK_PATH:-$STATE_ROOT/Sign-DWPose-2M-metadata_processed.csv.lock}"
+DOWNLOAD_CSV_LOCK_PATH="${DOWNLOAD_CSV_LOCK_PATH:-$STATE_ROOT/SignVerse-2M-metadata_processed.csv.lock}"
 MANIFEST="${MANIFEST:-${1:-}}"
 
 if [[ -z "$MANIFEST" ]]; then

slurm/process_dwpose_array.slurm

@@ -11,9 +11,9 @@
 
 set -euo pipefail
 
-ROOT_DIR="${ROOT_DIR:-/home/sf895/Sign-DWPose-2M}"
-RUNTIME_ROOT="${RUNTIME_ROOT:-/home/sf895/Sign-DWPose-2M-runtime}"
-STATE_ROOT="${STATE_ROOT:-/home/sf895/Sign-DWPose-2M-runtime}"
+ROOT_DIR="${ROOT_DIR:-/home/sf895/SignVerse-2M}"
+RUNTIME_ROOT="${RUNTIME_ROOT:-/home/sf895/SignVerse-2M-runtime}"
+STATE_ROOT="${STATE_ROOT:-/home/sf895/SignVerse-2M-runtime}"
 CONDA_SH="${CONDA_SH:-/home/sf895/miniconda3/etc/profile.d/conda.sh}"
 CONDA_ENV="${CONDA_ENV:-dwpose}"
 RAW_VIDEO_DIR="${RAW_VIDEO_DIR:-$RUNTIME_ROOT/raw_video}"

slurm/submit_download_slurm.sh

@@ -1,11 +1,11 @@
 #!/usr/bin/env bash
 set -euo pipefail
 
-ROOT_DIR="${ROOT_DIR:-/home/sf895/Sign-DWPose-2M}"
-RUNTIME_ROOT="${RUNTIME_ROOT:-/home/sf895/Sign-DWPose-2M-runtime}"
-STATE_ROOT="${STATE_ROOT:-/home/sf895/Sign-DWPose-2M-runtime}"
-SOURCE_METADATA_CSV="${SOURCE_METADATA_CSV:-$RUNTIME_ROOT/Sign-DWPose-2M-metadata_ori.csv}"
-OUTPUT_METADATA_CSV="${OUTPUT_METADATA_CSV:-$RUNTIME_ROOT/Sign-DWPose-2M-metadata_processed.csv}"
+ROOT_DIR="${ROOT_DIR:-/home/sf895/SignVerse-2M}"
+RUNTIME_ROOT="${RUNTIME_ROOT:-/home/sf895/SignVerse-2M-runtime}"
+STATE_ROOT="${STATE_ROOT:-/home/sf895/SignVerse-2M-runtime}"
+SOURCE_METADATA_CSV="${SOURCE_METADATA_CSV:-$RUNTIME_ROOT/SignVerse-2M-metadata_ori.csv}"
+OUTPUT_METADATA_CSV="${OUTPUT_METADATA_CSV:-$RUNTIME_ROOT/SignVerse-2M-metadata_processed.csv}"
 RAW_VIDEO_DIR="${RAW_VIDEO_DIR:-$RUNTIME_ROOT/raw_video}"
 RAW_CAPTION_DIR="${RAW_CAPTION_DIR:-$RUNTIME_ROOT/raw_caption}"
 RAW_METADATA_DIR="${RAW_METADATA_DIR:-$RUNTIME_ROOT/raw_metadata}"
@@ -17,7 +17,7 @@ LOG_DIR="${LOG_DIR:-$STATE_ROOT/slurm/logs}"
 STATE_DIR="${STATE_DIR:-$STATE_ROOT/slurm/state}"
 DOWNLOAD_CLAIM_DIR="${DOWNLOAD_CLAIM_DIR:-$STATE_DIR/download_claims}"
 LOCK_FILE="$STATE_DIR/submit_download.lock"
-DOWNLOAD_CSV_LOCK_PATH="${DOWNLOAD_CSV_LOCK_PATH:-$STATE_ROOT/Sign-DWPose-2M-metadata_processed.csv.lock}"
+DOWNLOAD_CSV_LOCK_PATH="${DOWNLOAD_CSV_LOCK_PATH:-$STATE_ROOT/SignVerse-2M-metadata_processed.csv.lock}"
 PARTITIONS="main"
 ACCOUNT=""
 TIME_LIMIT="04:00:00"

slurm/submit_dwpose_slurm.sh

@@ -1,9 +1,9 @@
 #!/usr/bin/env bash
 set -euo pipefail
 
-ROOT_DIR="${ROOT_DIR:-/home/sf895/Sign-DWPose-2M}"
-RUNTIME_ROOT="${RUNTIME_ROOT:-/home/sf895/Sign-DWPose-2M-runtime}"
-STATE_ROOT="${STATE_ROOT:-/home/sf895/Sign-DWPose-2M-runtime}"
+ROOT_DIR="${ROOT_DIR:-/home/sf895/SignVerse-2M}"
+RUNTIME_ROOT="${RUNTIME_ROOT:-/home/sf895/SignVerse-2M-runtime}"
+STATE_ROOT="${STATE_ROOT:-/home/sf895/SignVerse-2M-runtime}"
 CONDA_SH="/home/sf895/miniconda3/etc/profile.d/conda.sh"
 CONDA_ENV="signx2"
 RAW_VIDEO_DIR="${RAW_VIDEO_DIR:-$RUNTIME_ROOT/raw_video}"