perf(unraid): fall back to official RTMW-m

servers/unraid/tail2-pose-server/app/tail2/main.py

@@ -115,7 +115,7 @@ def capabilities():
                          "checkpoint": models.det_checkpoint, "checkpoint_sha256": models.sha256(models.det_checkpoint),
                          "person_class_id": 0, "score_threshold": float(os.getenv("DETECTION_THRESHOLD", ".35")),
                          "nms_iou_threshold": float(os.getenv("NMS_IOU_THRESHOLD", ".60"))},
-            "pose": {"name": "rtmw-l-256x192", "framework": "mmpose", "keypoint_schema": "coco_wholebody_133",
+            "pose": {"name": os.getenv("POSE_NAME", "rtmw-l-256x192"), "framework": "mmpose", "keypoint_schema": "coco_wholebody_133",
                      "keypoint_order": "MMPose COCO WholeBody 133 official order", "body_schema": "coco17",
                      "body17_names": BODY17, "config": models.pose_config, "checkpoint": models.pose_checkpoint,
                      "checkpoint_sha256": models.sha256(models.pose_checkpoint)},

servers/unraid/tail2-pose-server/app/tail2/offline_benchmark.py

@@ -18,7 +18,7 @@ def percentile(values: list[float], p: float) -> float:
 
 
 def run_offline_benchmark(models, threshold: float, max_people: int) -> None:
-    path = "/logs/offline-benchmark-" + os.getenv("DETECTOR_NAME", "unknown") + ".json"
+    path = "/logs/offline-benchmark-" + os.getenv("BENCHMARK_PROFILE", "unknown") + ".json"
     if os.path.exists(path):
         return
     try:

servers/unraid/tail2-pose-server/app/tail2/soak.py

@@ -38,4 +38,4 @@ report = {"duration_seconds": round(time.time()-started, 3), "messages": len(fra
           "max_gpu_memory_used_mb": max((x["gpu"]["memory_used_mb"] for x in health_samples), default=None),
           "max_gpu_temperature_c": max((x["gpu"]["temperature_c"] for x in health_samples), default=None),
           "frames_or_crops_saved": False}
-pathlib.Path(f"/validation/soak-{os.getenv('DETECTOR_NAME', 'unknown')}-10m.json").write_text(json.dumps(report, indent=2))
+pathlib.Path(f"/validation/soak-{os.getenv('BENCHMARK_PROFILE', 'unknown')}-10m.json").write_text(json.dumps(report, indent=2))

servers/unraid/tail2-pose-server/compose.yaml

@@ -47,6 +47,7 @@ services:
         fetch https://download.openmmlab.com/mmdetection/v3.0/rtmdet/rtmdet_m_8xb32-300e_coco/rtmdet_m_8xb32-300e_coco_20220719_112220-229f527c.pth /models/rtmdet_m_8xb32-300e_coco_20220719_112220-229f527c.pth
         fetch https://download.openmmlab.com/mmdetection/v3.0/rtmdet/rtmdet_tiny_8xb32-300e_coco/rtmdet_tiny_8xb32-300e_coco_20220902_112414-78e30dcc.pth /models/rtmdet_tiny_8xb32-300e_coco_20220902_112414-78e30dcc.pth
         fetch https://download.openmmlab.com/mmpose/v1/projects/rtmw/rtmw-dw-x-l_simcc-cocktail14_270e-256x192-20231122.pth /models/rtmw-dw-x-l_simcc-cocktail14_270e-256x192-20231122.pth
+        fetch https://download.openmmlab.com/mmpose/v1/projects/rtmw/rtmw-dw-l-m_simcc-cocktail14_270e-256x192-20231122.pth /models/rtmw-dw-l-m_simcc-cocktail14_270e-256x192-20231122.pth
         sha256sum /models/*.pth > /models/SHA256SUMS
         chmod -R a-w /models
 
@@ -83,6 +84,7 @@ services:
       NDI_SOURCE_NAME: TAIL 2_1621D2 (OBSBOT)
       NDI_SOURCE_IP: 192.168.50.207
       MODEL_PROFILE: balanced
+      BENCHMARK_PROFILE: rtmdet-tiny_rtmw-m
       MAX_PEOPLE: "4"
       DETECTION_THRESHOLD: "0.35"
       NMS_IOU_THRESHOLD: "0.60"
@@ -95,8 +97,9 @@ services:
       DETECTOR_NAME: rtmdet-tiny-person
       DET_CONFIG: /models/mmdetection/configs/rtmdet/rtmdet_tiny_8xb32-300e_coco.py
       DET_CHECKPOINT: /models/rtmdet_tiny_8xb32-300e_coco_20220902_112414-78e30dcc.pth
-      POSE_CONFIG: /models/mmpose/configs/wholebody_2d_keypoint/rtmpose/cocktail14/rtmw-l_8xb1024-270e_cocktail14-256x192.py
+      POSE_NAME: rtmw-m-256x192
-      POSE_CHECKPOINT: /models/rtmw-dw-x-l_simcc-cocktail14_270e-256x192-20231122.pth
+      POSE_CONFIG: /models/mmpose/configs/wholebody_2d_keypoint/rtmpose/cocktail14/rtmw-m_8xb1024-270e_cocktail14-256x192.py
+      POSE_CHECKPOINT: /models/rtmw-dw-l-m_simcc-cocktail14_270e-256x192-20231122.pth
     healthcheck:
       test: ["CMD", "python", "-c", "import json,pathlib,urllib.request; t=pathlib.Path('/run/secrets/api-token').read_text().strip(); r=urllib.request.Request('http://127.0.0.1:18120/v1/health',headers={'Authorization':'Bearer '+t}); raise SystemExit(0 if json.load(urllib.request.urlopen(r,timeout=3))['ready'] else 1)"]
       interval: 15s
@@ -112,6 +115,7 @@ services:
     restart: "no"
     environment:
       DETECTOR_NAME: rtmdet-tiny-person
+      BENCHMARK_PROFILE: rtmdet-tiny_rtmw-m
     entrypoint: ["/bin/bash", "-lc"]
     depends_on:
       tail2-pose-server:
@@ -132,7 +136,7 @@ services:
         find / -xdev -type f -name 'libndi.so*' -print > /validation/ndi-runtime-files.txt 2>/dev/null || true
         nvidia-smi --query-gpu=name,driver_version,memory.total,memory.used,temperature.gpu --format=csv,noheader > /validation/gpu.csv
         sha256sum /models/*.pth > /validation/model-sha256.txt
-        cp /logs/offline-benchmark-$${DETECTOR_NAME:-unknown}.json /validation/offline-benchmark.json
+        cp /logs/offline-benchmark-$${BENCHMARK_PROFILE:-unknown}.json /validation/offline-benchmark.json
         chmod 0666 /validation/*.txt /validation/*.json /validation/*.csv
 
   soak:
@@ -142,6 +146,7 @@ services:
     restart: "no"
     environment:
       DETECTOR_NAME: rtmdet-tiny-person
+      BENCHMARK_PROFILE: rtmdet-tiny_rtmw-m
     entrypoint: ["/bin/bash", "-lc"]
     depends_on:
       tail2-pose-server:
@@ -154,5 +159,5 @@ services:
       - |
         set -euo pipefail
         chmod -R a+rwX /validation
-        test -s /validation/soak-$${DETECTOR_NAME}-10m.json || python /app/tail2/soak.py
+        test -s /validation/soak-$${BENCHMARK_PROFILE}-10m.json || python /app/tail2/soak.py
-        chmod 0666 /validation/soak-$${DETECTOR_NAME}-10m.json
+        chmod 0666 /validation/soak-$${BENCHMARK_PROFILE}-10m.json