results: reports regenerated with the current report code (d4d52a1); verdicts with fall times on the video clock

results/day_11_1fps/json_summary/daily_report.json

@@ -4,7 +4,7 @@
   "date": "2026-08-08",
   "timezone": "America/Vancouver",
   "source": {
-    "summary_dir": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_11_1fps/json_summary",
+    "summary_dir": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/T4a/day_11/json_summary",
     "video_path": null,
     "duration_seconds": 29568.0,
     "start_time": "2026-08-08T09:00:00-07:00",
@@ -50,11 +50,11 @@
       "person": "Person B",
       "label": "BRIEF VISITOR",
       "description": "adult, man, light top, dark pants, dark short hair",
-      "present_minutes": 5.0,
+      "present_minutes": 2.8,
       "present_spans": [
         [
-          "12:50:48",
-          "12:55:45"
+          "12:49:30",
+          "12:52:18"
         ]
       ],
       "identity_kind": "unknown",
@@ -109,26 +109,26 @@
     {
       "event_id": "event_001",
       "start_time": "2026-08-08T09:17:31-07:00",
-      "end_time": "2026-08-08T09:36:06-07:00",
+      "end_time": "2026-08-08T09:35:36-07:00",
       "activity_type": "working",
       "title": "Working",
       "description": "Resident A continues working."
     },
     {
       "event_id": "event_002",
-      "start_time": "2026-08-08T09:36:06-07:00",
-      "end_time": "2026-08-08T09:36:16-07:00",
+      "start_time": "2026-08-08T09:35:36-07:00",
+      "end_time": "2026-08-08T09:35:46-07:00",
       "activity_type": "fall",
       "title": "Fall",
-      "description": "Resident A walks into the office and then collapses onto the floor near a small table, lying on his back with his arms and legs spread out."
+      "description": "Resident A walks into the office and then collapses onto the floor near a small table, lying on his back with his arms and legs spread out. He remains motionless for about 3 minutes. Resident A gets up at 09:38:20."
     },
     {
       "event_id": "event_003",
-      "start_time": "2026-08-08T09:36:16-07:00",
-      "end_time": "2026-08-08T10:47:03-07:00",
+      "start_time": "2026-08-08T09:38:20-07:00",
+      "end_time": "2026-08-08T10:46:54-07:00",
       "activity_type": "working",
       "title": "Working",
-      "description": "Resident A gets up and resumes working after the fall. Enters the room, walks to the desk, looks at the computer, picks up papers, and then lies on the floor before sitting back at the desk."
+      "description": "Resident A gets up and resumes working after the fall. Works on computer and laptop at the desk, with brief phone use and paper organization."
     },
     {
       "event_id": "event_004",
@@ -136,12 +136,12 @@
       "end_time": "2026-08-08T14:38:41-07:00",
       "activity_type": "working",
       "title": "Working",
-      "description": "Resident A sits at the desk working on a computer, with brief phone use and head-touching movements."
+      "description": "Resident A continues working."
     },
     {
       "event_id": "event_005",
-      "start_time": "2026-08-08T12:50:48-07:00",
-      "end_time": "2026-08-08T12:55:45-07:00",
+      "start_time": "2026-08-08T12:49:30-07:00",
+      "end_time": "2026-08-08T12:52:18-07:00",
       "activity_type": "visitor",
       "title": "Talking with visitor",
       "description": "Resident A talks with a man."
@@ -152,7 +152,7 @@
       "end_time": "2026-08-08T17:07:00-07:00",
       "activity_type": "working",
       "title": "Working",
-      "description": "Resident A sits at the desk working on a computer, with phone use and brief preparations to leave."
+      "description": "Resident A resumes working on computer, with phone use and preparation to leave."
     },
     {
       "event_id": "event_007",
@@ -160,15 +160,15 @@
       "end_time": "2026-08-08T17:07:00-07:00",
       "activity_type": "leaving",
       "title": "Leaving home",
-      "description": "Resident A puts on a jacket and vest, picks up a backpack, and leaves the room."
+      "description": "Resident A puts on jacket and vest, picks up backpack, and leaves the room."
     }
   ],
   "narrative_summary": {
-    "short_summary": "Resident A continues working. At 09:36:06, he walks into the office and collapses onto the floor near a small table, lying on his back with his arms and legs spread out. He gets up and resumes working after the fall, entering the room, walking to the desk, looking at the computer, picking up papers, and then lying on the floor before sitting back at the desk. He continues working at the desk, using the computer and making brief phone calls, occasionally touching his head. At 12:50:48, he talks with a man. Later, he sits at the desk working on the computer, using his phone and making brief preparations to leave. At 17:07:00, he puts on a jacket and vest, picks up a backpack, and leaves the room.",
-    "full_summary": "Resident A began his day by continuing to work from 09:17:31 to 09:36:06. At 09:36:06, he walked into the office and then collapsed onto the floor near a small table, lying on his back with his arms and legs spread out. This was recorded as a fall. From 09:36:16 onwards, Resident A got up and resumed working. He entered the room, walked to the desk, looked at the computer, picked up papers, and then lay on the floor before sitting back at the desk. \n\nFrom 12:49:01 to 14:38:41, Resident A was working at the desk on a computer. During this time, he engaged in brief phone use and made occasional head-touching movements. At 12:50:48, he had a conversation with a man. \n\nFrom 15:57:13 to 17:07:00, Resident A continued working at the desk on a computer. He used his phone and made brief preparations to leave. At exactly 17:07:00, Resident A put on a jacket and vest, picked up a backpack, and left the room.",
+    "short_summary": "Resident A continued working throughout the morning. At 09:35:36, he walked into the office and collapsed onto the floor near a small table, lying motionless for about three minutes before getting up at 09:38:20. He resumed working, focusing on his computer and laptop, with brief phone use and paper organization. Later, he continued working without interruption. At 12:49:30, Resident A engaged in a conversation with a man. He then returned to his work, using the computer and preparing to leave. At 17:07:00, Resident A put on his jacket and vest, picked up his backpack, and left the room.",
+    "full_summary": "Resident A began his day by continuing to work from 09:17:31 to 09:35:36. At 09:35:36, he walked into the office and then collapsed onto the floor near a small table, lying on his back with his arms and legs spread out. He remained motionless for about 3 minutes before getting up at 09:38:20. During this time, he worked on a computer and laptop at the desk, with brief phone use and paper organization.\n\nAt 12:49:01, Resident A continued working, and at 12:49:30, he engaged in a conversation with a man. The talk lasted until 12:52:18. From 15:57:13 to 17:07:00, Resident A resumed working on the computer, with phone use and preparation to leave. At exactly 17:07:00, Resident A put on his jacket and vest, picked up his backpack, and left the room.",
     "key_observations": [
-      "A verified fall was detected at 09:36:06.",
-      "1 visitor was present (total about 5 minutes).",
+      "A verified fall was detected at 09:35:36.",
+      "1 visitor was present (total about 3 minutes).",
       "Active time was 188% higher than the previous-days average.",
       "Longest visible inactive period was 88 minutes."
     ]
@@ -235,7 +235,7 @@
     {
       "question_id": "q_visitors",
       "text": "Did anyone visit today?",
-      "answer": "Yes, 1 visitor was observed on camera. A man arrived at 12:50:48 and left at 12:55:45 (about 5 minutes).",
+      "answer": "Yes, 1 visitor was observed on camera. A man arrived at 12:49:30 and left at 12:52:18 (about 3 minutes).",
       "evidence_event_ids": [
         "event_005"
       ]
@@ -249,7 +249,7 @@
     {
       "question_id": "q_time_1100",
       "text": "What happened at 11:00 AM?",
-      "answer": "Nothing was observed on camera at 11:00 AM.",
+      "answer": "Nothing was observed at 11:00 AM. Nobody was on camera at that time.",
       "evidence_event_ids": []
     }
   ],
@@ -282,10 +282,11 @@
   },
   "verified_falls": [
     {
-      "start_time": "2026-08-08T09:36:06-07:00",
-      "end_time": "2026-08-08T09:36:16-07:00",
+      "start_time": "2026-08-08T09:35:36-07:00",
+      "end_time": "2026-08-08T09:35:46-07:00",
+      "getup_time": "2026-08-08T09:38:20-07:00",
       "person": "Person A",
-      "description": "A man in a beige sweater walks into the office and then collapses onto the floor near a small table, lying on his back with his arms and legs spread out. He remains motionless for the rest of the clip."
+      "description": "Person A walks into the office and then collapses onto the floor near a small table, lying on his back with his arms and legs spread out. He remains motionless for about 3 minutes. Person A gets up at 09:38:20."
     }
   ],
   "rejected_falls": [
@@ -293,21 +294,21 @@
       "start_time": "2026-08-08T09:32:41-07:00",
       "end_time": "2026-08-08T09:32:45-07:00",
       "person": "Person A",
-      "description": "A man is seated at a desk in a cluttered office, holding and flipping through papers. He remains seated throughout the clip, occasionally adjusting his posture or looking at the documents, but does not fall or lose balance."
+      "description": "Person A is seated at a desk in a cluttered office, holding and flipping through papers. He remains seated, occasionally adjusting his posture or looking at the documents, but does not fall or lose balance."
     },
     {
       "start_time": "2026-08-08T10:46:30-07:00",
       "end_time": "2026-08-08T10:46:31-07:00",
       "person": "Person A",
-      "description": "A man in a sweater is working at his desk, then stands up, walks to a chair, and places a bag on it. He then picks up a jacket and puts it on, and walks back to his desk."
+      "description": "Person A is working at his desk, then stands up, walks to a chair, and places a bag on it. He then picks up a jacket and puts it on, and walks back to his desk."
     },
     {
       "start_time": "2026-08-08T17:06:20-07:00",
       "end_time": "2026-08-08T17:06:21-07:00",
       "person": "Person A",
-      "description": "A man is seen sitting at his desk, then stands up, puts on a jacket, and later pulls out an orange vest from his bag. He does not fall or lose balance at any point during the clip."
+      "description": "Person A is seen sitting at his desk, then stands up, puts on a jacket, and later pulls out an orange vest from his bag. He does not fall or lose balance at any point."
     }
   ],
-  "llm_seconds": 19.2,
+  "llm_seconds": 15.6,
   "disclaimer": "This summary was generated from camera-based VLM analysis. It may not capture every activity and does not provide a medical diagnosis."
 }

results/day_11_1fps/json_summary/daily_summary.txt

@@ -1,20 +1,23 @@
 People:
 - Person A - resident (elderly, man, light top, dark pants, grey short hair, glasses); present 00:17:41-00:33:10, 00:35:37-01:46:53, 02:45:52-02:46:07, 03:49:01-03:55:45, 03:58:05-05:38:41, 06:57:18-08:06:46 (263 min total)
-- Person B - brief visitor (adult, man, light top, dark pants, dark short hair); present 03:50:48-03:55:45 (4 min total)
+- Person B - brief visitor (adult, man, light top, dark pants, dark short hair); present 03:49:30-03:52:18 (2 min total)
 
 1. Timeline:  
 00:00:00 - 00:17:31: Nobody visible on camera.
 00:17:41 - 00:33:20: Person A sits at the desk working on a computer
-00:36:06 - 00:38:50: Person A falls and then enters the room, walks to the desk, and interacts with papers
-00:38:50 - 01:47:03: Person A works on computer, organizes papers, talks on phone, and prepares to leave
-01:47:03 - 03:49:01: nobody visible on camera
-03:49:01 - 03:55:45: Person A enters the room, removes coat, sits at desk, and talks to Person B
+00:33:20 - 00:35:36: nobody visible on camera
+00:35:36 - 00:38:20: Person A falls near a table, remains motionless for 3 minutes, then gets up
+00:38:20 - 01:47:03: Person A works on computer, organizes papers, talks on phone, and prepares to leave
+01:47:03 - 02:45:52: nobody visible on camera
+01:47:03 - 03:49:01: Nobody visible on camera.
+02:45:52 - 03:49:01: Person A enters the room and sits at the desk
+03:49:01 - 03:55:45: Person A sits at the desk working on a computer
 03:55:45 - 03:57:55: nobody visible on camera
-03:57:55 - 04:00:29: Person A sits at desk working on computer
+03:57:55 - 04:00:29: Person A sits at the desk working on a computer
 04:07:55 - 05:38:41: Person A works on computer, touches head, uses phone, and prepares to leave
 05:38:41 - 06:57:08: nobody visible on camera
 06:57:08 - 08:07:00: Person A enters the room, uses computer, talks on phone, and prepares to leave
 08:07:00 - 08:12:48: nobody visible on camera
 
 2. Notable events:  
-00:36:06 - 00:36:16: Person A falls after walking into the office and collapsing onto the floor near a small table, lying motionless for the rest of the clip.
+00:35:36 - 00:35:46: Person A walks into the office and collapses onto the floor near a small table, lying on his back with his arms and legs spread out. He remains motionless for about 3 minutes before getting up. Person A gets up at 00:38:20.

results/day_11_1fps/json_summary/reduce_log.txt

@@ -8,13 +8,11 @@ Person A - RESIDENT (elderly, man, light top, dark pants, grey short hair, glass
   [00:30:48 - 00:32:19] organizes papers and puts them in a bag
   [00:32:19 - 00:33:20] reads papers while sitting at the desk
   [00:33:20 - 00:33:20] ...
-  [00:36:06 - 00:36:16] FALL (verified) - Person A (RESIDENT): A man in a beige sweater walks into the office and then collapses onto the floor near a small table, lying on his back with his arms and legs spread out. He remains motionless for the rest of the clip.
+  [00:35:36 - 00:35:46] FALL (verified): Person A (RESIDENT) walks into the office and then collapses onto the floor near a small table, lying on his back with his arms and legs spread out. He remains motionless for about 3 minutes. Person A gets up at 00:38:20.
   [00:38:50 - 00:38:54] enters the room
   [00:38:54 - 00:39:08] walks to the desk
   [00:39:08 - 00:39:19] looks at the computer screen
   [00:39:19 - 00:39:31] walks to the table and picks up papers
-  [00:39:31 - 00:40:10] ...and then lies on the floor
-  [00:40:10 - 00:40:29] ...and then sits up
   [00:40:29 - 00:41:11] ...and then walks to the desk and sits down
   [00:41:11 - 00:44:52] works on computer
   [00:44:52 - 00:54:52] sits at the desk working on a laptop
@@ -102,7 +100,7 @@ Person A - RESIDENT (elderly, man, light top, dark pants, grey short hair, glass
   [08:05:31 - 08:07:00] ...
   [08:07:00 - 08:07:00] puts on a jacket and vest, picks up a backpack, and leaves the room
 
-Person B - BRIEF VISITOR (adult, man, light top, dark pants, dark short hair). Present 03:50:48-03:55:45.
+Person B - BRIEF VISITOR (adult, man, light top, dark pants, dark short hair). Present 03:49:30-03:52:18.
   [03:50:48 - 03:55:45] enters the room, sits on a chair, and talks to man 1
 
 Not visible on camera: 00:00:00-00:17:31, 00:33:20-00:34:52, 01:14:52-01:17:46, 01:47:03-03:49:01, 03:55:45-03:57:55, 04:00:29-04:07:55, 04:47:55-04:57:55, 05:38:41-06:57:08, 07:39:45-07:40:56, 08:07:00-08:12:48

results/day_11_1fps/json_summary/summary.json

@@ -3,7 +3,7 @@
   "duration_seconds": 29568.0,
   "guided": "on",
   "map_seconds": 0.0,
-  "reduce_seconds": 28.2,
+  "reduce_seconds": 25.7,
   "segment_seconds": 600.0,
   "num_segments": 37,
   "num_segments_vlm": 30,
@@ -15,5 +15,5 @@
   "vlm_model": "Qwen/Qwen3-VL-4B-Instruct-FP8",
   "summary_model": "Qwen/Qwen3-8B-FP8",
   "segments_json": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_11_1fps/json_summary/segments_structured.json",
-  "daily_summary": "People:\n- Person A - resident (elderly, man, light top, dark pants, grey short hair, glasses); present 00:17:41-00:33:10, 00:35:37-01:46:53, 02:45:52-02:46:07, 03:49:01-03:55:45, 03:58:05-05:38:41, 06:57:18-08:06:46 (263 min total)\n- Person B - brief visitor (adult, man, light top, dark pants, dark short hair); present 03:50:48-03:55:45 (4 min total)\n\n1. Timeline:  \n00:00:00 - 00:17:31: Nobody visible on camera.\n00:17:41 - 00:33:20: Person A sits at the desk working on a computer\n00:36:06 - 00:38:50: Person A falls and then enters the room, walks to the desk, and interacts with papers\n00:38:50 - 01:47:03: Person A works on computer, organizes papers, talks on phone, and prepares to leave\n01:47:03 - 03:49:01: nobody visible on camera\n03:49:01 - 03:55:45: Person A enters the room, removes coat, sits at desk, and talks to Person B\n03:55:45 - 03:57:55: nobody visible on camera\n03:57:55 - 04:00:29: Person A sits at desk working on computer\n04:07:55 - 05:38:41: Person A works on computer, touches head, uses phone, and prepares to leave\n05:38:41 - 06:57:08: nobody visible on camera\n06:57:08 - 08:07:00: Person A enters the room, uses computer, talks on phone, and prepares to leave\n08:07:00 - 08:12:48: nobody visible on camera\n\n2. Notable events:  \n00:36:06 - 00:36:16: Person A falls after walking into the office and collapsing onto the floor near a small table, lying motionless for the rest of the clip."
+  "daily_summary": "People:\n- Person A - resident (elderly, man, light top, dark pants, grey short hair, glasses); present 00:17:41-00:33:10, 00:35:37-01:46:53, 02:45:52-02:46:07, 03:49:01-03:55:45, 03:58:05-05:38:41, 06:57:18-08:06:46 (263 min total)\n- Person B - brief visitor (adult, man, light top, dark pants, dark short hair); present 03:49:30-03:52:18 (2 min total)\n\n1. Timeline:  \n00:00:00 - 00:17:31: Nobody visible on camera.\n00:17:41 - 00:33:20: Person A sits at the desk working on a computer\n00:33:20 - 00:35:36: nobody visible on camera\n00:35:36 - 00:38:20: Person A falls near a table, remains motionless for 3 minutes, then gets up\n00:38:20 - 01:47:03: Person A works on computer, organizes papers, talks on phone, and prepares to leave\n01:47:03 - 02:45:52: nobody visible on camera\n01:47:03 - 03:49:01: Nobody visible on camera.\n02:45:52 - 03:49:01: Person A enters the room and sits at the desk\n03:49:01 - 03:55:45: Person A sits at the desk working on a computer\n03:55:45 - 03:57:55: nobody visible on camera\n03:57:55 - 04:00:29: Person A sits at the desk working on a computer\n04:07:55 - 05:38:41: Person A works on computer, touches head, uses phone, and prepares to leave\n05:38:41 - 06:57:08: nobody visible on camera\n06:57:08 - 08:07:00: Person A enters the room, uses computer, talks on phone, and prepares to leave\n08:07:00 - 08:12:48: nobody visible on camera\n\n2. Notable events:  \n00:35:36 - 00:35:46: Person A walks into the office and collapses onto the floor near a small table, lying on his back with his arms and legs spread out. He remains motionless for about 3 minutes before getting up. Person A gets up at 00:38:20."
 }

results/day_11_1fps/verify/verdicts.json

@@ -43,9 +43,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.858,
-      "clip_save_seconds": 0.395,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_11_1fps/verify/clips/event_000_rejected.mp4"
+      "latency_seconds": 4.926,
+      "clip_save_seconds": 0.399,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_11/verify/clips/event_000_rejected.mp4"
     },
     {
       "event_id": 1,
@@ -69,7 +69,7 @@
         "manner": "collapsed while walking",
         "description": "A man in a beige sweater walks into the office and then collapses onto the floor near a small table, lying on his back with his arms and legs spread out. He remains motionless for the rest of the clip."
       },
-      "fall_time_absolute": 4266.0,
+      "fall_time_absolute": 2136.0,
       "raw_response": "{\n  \"fall\": true,\n  \"num_people_visible\": 1,\n  \"num_people_fallen\": 1,\n  \"fall_time_seconds\": 2136.0,\n  \"location\": \"on the floor near the small table\",\n  \"manner\": \"collapsed while walking\",\n  \"description\": \"A man in a beige sweater walks into the office and then collapses onto the floor near a small table, lying on his back with his arms and legs spread out. He remains motionless for the rest of the clip.\"\n}",
       "stats": {
         "num_input_video_frames": 50,
@@ -86,9 +86,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.929,
-      "clip_save_seconds": 0.352,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_11_1fps/verify/clips/event_001_confirmed.mp4"
+      "latency_seconds": 5.025,
+      "clip_save_seconds": 0.376,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_11/verify/clips/event_001_confirmed.mp4"
     },
     {
       "event_id": 2,
@@ -129,9 +129,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.081,
-      "clip_save_seconds": 0.31,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_11_1fps/verify/clips/event_002_rejected.mp4"
+      "latency_seconds": 4.408,
+      "clip_save_seconds": 0.314,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_11/verify/clips/event_002_rejected.mp4"
     },
     {
       "event_id": 3,
@@ -172,14 +172,14 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.113,
-      "clip_save_seconds": 0.386,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_11_1fps/verify/clips/event_003_rejected.mp4"
+      "latency_seconds": 4.133,
+      "clip_save_seconds": 0.374,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_11/verify/clips/event_003_rejected.mp4"
     }
   ],
-  "seconds": 19.4,
-  "avg_event_latency_seconds": 4.495,
-  "save_seconds": 1.443,
+  "seconds": 20.0,
+  "avg_event_latency_seconds": 4.623,
+  "save_seconds": 1.463,
   "memory": {
     "available": true,
     "peak_allocated_gib": 13.235,

results/day_19_1fps/json_summary/daily_report.json

@@ -4,7 +4,7 @@
   "date": "2026-08-11",
   "timezone": "America/Vancouver",
   "source": {
-    "summary_dir": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_19_1fps/json_summary",
+    "summary_dir": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/T4a/day_19/json_summary",
     "video_path": null,
     "duration_seconds": 27993.0,
     "start_time": "2026-08-11T09:00:00-07:00",
@@ -22,10 +22,10 @@
       "person": "Person A",
       "label": "RESIDENT",
       "description": "elderly, woman, red top, dark pants, grey short hair, glasses",
-      "present_minutes": 344.6,
+      "present_minutes": 351.4,
       "present_spans": [
         [
-          "09:15:04",
+          "09:08:13",
           "10:42:59"
         ],
         [
@@ -42,11 +42,11 @@
       "person": "Person B",
       "label": "VISITOR",
       "description": "adult, woman, grey top, dark pants, dark short hair, glasses",
-      "present_minutes": 20.0,
+      "present_minutes": 32.5,
       "present_spans": [
         [
-          "09:57:01",
-          "10:27:01"
+          "09:53:29",
+          "10:25:59"
         ]
       ],
       "identity_kind": "unknown",
@@ -58,11 +58,11 @@
       "person": "Person C",
       "label": "VISITOR",
       "description": "adult, man, dark top, dark pants, dark short hair, glasses",
-      "present_minutes": 12.3,
+      "present_minutes": 10.0,
       "present_spans": [
         [
-          "12:02:40",
-          "12:24:59"
+          "12:03:38",
+          "12:23:39"
         ]
       ],
       "identity_kind": "unknown",
@@ -74,11 +74,11 @@
       "person": "Person D",
       "label": "VISITOR",
       "description": "adult, man, light top, light pants, dark short hair, glasses",
-      "present_minutes": 17.6,
+      "present_minutes": 15.9,
       "present_spans": [
         [
           "12:04:47",
-          "12:32:25"
+          "12:30:41"
         ]
       ],
       "identity_kind": "unknown",
@@ -164,8 +164,8 @@
     },
     {
       "event_id": "event_003",
-      "start_time": "2026-08-11T09:57:01-07:00",
-      "end_time": "2026-08-11T10:27:01-07:00",
+      "start_time": "2026-08-11T09:53:29-07:00",
+      "end_time": "2026-08-11T10:25:59-07:00",
       "activity_type": "visitor",
       "title": "Talking with visitor",
       "description": "The resident talks with a woman."
@@ -180,8 +180,8 @@
     },
     {
       "event_id": "event_005",
-      "start_time": "2026-08-11T12:02:40-07:00",
-      "end_time": "2026-08-11T12:24:59-07:00",
+      "start_time": "2026-08-11T12:03:38-07:00",
+      "end_time": "2026-08-11T12:23:39-07:00",
       "activity_type": "visitor",
       "title": "Talking with visitor",
       "description": "The resident talks with a man."
@@ -225,14 +225,22 @@
       "activity_type": "reading",
       "title": "Reading",
       "description": "The resident reads a book, writes on it, and continues reading. Continues reading, then stands up, picks up a backpack, and puts on a coat."
+    },
+    {
+      "event_id": "event_011",
+      "start_time": "2026-08-11T16:37:35-07:00",
+      "end_time": "2026-08-11T16:37:35-07:00",
+      "activity_type": "leaving",
+      "title": "Leaving",
+      "description": "The resident leaves the room."
     }
   ],
   "narrative_summary": {
-    "short_summary": "The resident left home at 09:15:54 after working on the computer, organizing papers, and putting them in a bag. She continued working at the desk, then walked to the door and opened it. At 09:57:01, she talked with a woman. Later, she worked on the computer again, stood up, and opened the door. At 12:02:40, she talked with a man. She then entered the room, walked to the desk, looked at the computer, and organized papers on the table. She sat at the table, read a book, wrote in a notebook, ate a sandwich, and read documents. She continued working on the computer, occasionally reaching for a drawer. She read a book, wrote on it, and continued reading. She then stood up, picked up a backpack, and put on a coat.",
-    "full_summary": "The resident left home at 09:15:54. She sat at the desk and worked on a computer, then stood up, walked to the door, opened it, and exited.  \n\nFrom 09:27:01 to 10:42:59, the resident continued working on the computer at the desk. She then stood up, walked to the table, and placed papers in a bag before leaving.  \n\nAt 09:57:01, the resident talked with a woman.  \n\nFrom 11:42:25 to 13:17:14, the resident continued working on the computer at the desk. She then stood up and walked to the door, opening it.  \n\nAt 12:02:40, the resident talked with a man.  \n\nFrom 13:21:44 to 14:17:36, the resident entered the room, walked to the desk, looked at the computer screen, and organized papers on the table. She sat at the table, read a book, wrote in a notebook, ate a sandwich, and read documents.  \n\nFrom 14:17:36 to 14:57:11, the resident continued working on the computer at the desk, with brief movements of a book on the table.  \n\nAt 15:02:53, the resident stood up, walked to the door, opened it, and left. She continued working on the computer at the desk, with brief actions like reaching for a drawer and pulling out a paper.  \n\nFrom 15:49:17 to 16:08:49, the resident continued reading a book, then wrote in a notebook and read a magazine. She wrote in a notebook, then read a magazine and wrote again.  \n\nAt 16:14:51, the resident read a book, wrote on it, and continued reading. She then stood up, picked up a backpack, and put on a coat.",
+    "short_summary": "The resident left home at 09:15:54 after sitting at the desk and working on a computer. She stood up, walked to the door, opened it, and exited. Later, she continued working at the desk, then stood up and walked to the table, placing papers in a bag before leaving. At 09:53:29, she talked with a woman. She then continued working at the desk and walked to the door, opening it. At 12:03:38, she talked with a man. She entered the room, walked to the desk, looked at the computer screen, and organized papers on the table. She sat at the table, read a book, wrote in a notebook, ate a sandwich, and read documents. She continued working on the computer, briefly moving a book on the table. She stood up, walked to the door, opened it, and left, continuing to work on the computer. She read a book, wrote on it, and continued reading. She then stood up, picked up a backpack, and put on a coat. At 16:37:35, she left the room.",
+    "full_summary": "The resident sat at the desk and worked on a computer at 09:15:54. At 09:16:12, she stood up, walked to the door, opened it, and left home.  \n\nBetween 09:27:01 and 10:42:59, the resident continued working on the computer at the desk. She then stood up, walked to the table, and put papers in a bag before leaving.  \n\nAt 09:53:29, the resident talked with a woman. This conversation lasted until 10:25:59.  \n\nFrom 11:42:25 to 13:17:14, the resident worked on the computer at the desk. She then stood up and walked to the door, opening it.  \n\nBetween 12:03:38 and 12:23:39, the resident talked with a man.  \n\nAt 13:21:44, the resident entered the room, walked to the desk, looked at the computer screen, and organized papers on the table. She sat at the table, read a book, wrote in a notebook, ate a sandwich, and read documents.  \n\nFrom 14:17:36 to 14:57:11, the resident continued working on the computer at the desk, with brief movements of a book on the table.  \n\nBetween 15:02:53 and 15:49:17, the resident stood up, walked to the door, opened it, and left. She continued working on the computer at the desk, with brief actions like reaching for a drawer and pulling out a paper.  \n\nAt 15:49:17, the resident continued reading a book, then wrote in a notebook and read a magazine. She wrote in a notebook, then read a magazine and wrote again.  \n\nFrom 16:14:51 to 16:36:27, the resident read a book, wrote on it, and continued reading. She then stood up, picked up a backpack, and put on a coat.  \n\nAt 16:37:35, the resident left the room.",
     "key_observations": [
       "No falls were detected.",
-      "4 visitors were present (total about 50 minutes).",
+      "4 visitors were present (total about 59 minutes).",
       "No activity baseline is available yet.",
       "Longest visible inactive period was 39 minutes."
     ]
@@ -301,7 +309,7 @@
     {
       "question_id": "q_visitors",
       "text": "Did anyone visit today?",
-      "answer": "Yes, 4 visitors were observed on camera. A woman arrived at 09:57:01 and left at 10:27:01 (on camera for about 20 minutes); a man arrived at 12:02:40 and left at 12:24:59 (on camera for about 12 minutes); another man arrived at 12:04:47 and left at 12:32:25 (on camera for about 18 minutes); another man was seen briefly at 16:31:09.",
+      "answer": "Yes, 4 visitors were observed on camera. A woman arrived at 09:53:29 and left at 10:25:59 (about 32 minutes); a man arrived at 12:03:38 and left at 12:23:39 (on camera for about 10 minutes); another man arrived at 12:04:47 and left at 12:30:41 (on camera for about 16 minutes); another man was seen briefly at 16:31:09.",
       "evidence_event_ids": [
         "event_003",
         "event_005"
@@ -316,7 +324,7 @@
     {
       "question_id": "q_time_1100",
       "text": "What happened at 11:00 AM?",
-      "answer": "Nothing was observed on camera at 11:00 AM.",
+      "answer": "Nothing happened at 11:00 AM. Nobody was on camera at that time.",
       "evidence_event_ids": []
     }
   ],
@@ -351,7 +359,7 @@
       "start_time": "2026-08-11T12:04:10-07:00",
       "end_time": "2026-08-11T12:04:19-07:00",
       "person": null,
-      "description": "A man in a hoodie enters the room and places a tablet on the table. Another man in a red jacket enters and places a helmet on the table. The woman in red sits down at her desk and then sits at the table with the other two men. No one falls during the clip."
+      "description": "A man in a hoodie enters the room and places a tablet on the table. Another man in a red jacket enters and places a helmet on the table. The woman in red sits down at her desk and then sits at the table with the other two men. No one falls."
     },
     {
       "start_time": "2026-08-11T12:04:55-07:00",
@@ -399,21 +407,21 @@
       "start_time": "2026-08-11T13:45:11-07:00",
       "end_time": "2026-08-11T13:45:13-07:00",
       "person": "Person A",
-      "description": "A woman in a red jacket is seated at a round table, eating a sandwich and occasionally looking at papers. She remains seated throughout the clip without any sudden movements or falls."
+      "description": "Person A is seated at a round table, eating a sandwich and occasionally looking at papers. She remains seated without any sudden movements or falls."
     },
     {
       "start_time": "2026-08-11T13:45:16-07:00",
       "end_time": "2026-08-11T13:45:26-07:00",
       "person": "Person A",
-      "description": "A woman in a red jacket is seated at a round table, eating a sandwich and occasionally looking at papers. She remains seated throughout the clip without any sudden movements or falls."
+      "description": "Person A is seated at a round table, eating a sandwich and occasionally looking at papers. She remains seated without any sudden movements or falls."
     },
     {
       "start_time": "2026-08-11T13:45:56-07:00",
       "end_time": "2026-08-11T13:45:57-07:00",
       "person": "Person A",
-      "description": "A woman in a red sweater is seated at a round table, eating a sandwich and occasionally looking at papers. She remains seated throughout the clip without any sudden movements or falls."
+      "description": "Person A is seated at a round table, eating a sandwich and occasionally looking at papers. She remains seated without any sudden movements or falls."
     }
   ],
-  "llm_seconds": 37.0,
+  "llm_seconds": 43.5,
   "disclaimer": "This summary was generated from camera-based VLM analysis. It may not capture every activity and does not provide a medical diagnosis."
 }

results/day_19_1fps/json_summary/daily_summary.txt

@@ -1,31 +1,54 @@
 People:
-- Person A - resident (elderly, woman, red top, dark pants, grey short hair, glasses); present 00:15:04-00:16:02, 00:17:22-01:27:01, 01:37:01-01:42:59, 02:42:35-03:50:02, 03:54:10-04:17:04, 04:21:44-05:16:16, 05:17:31-06:02:40, 06:07:05-06:41:32, 06:45:01-07:10:13, 07:14:51-07:31:09, 07:34:51-07:37:35 (344 min total)
-- Person B - visitor (adult, woman, grey top, dark pants, dark short hair, glasses); present 00:57:01-01:17:01, 01:27:01-01:27:01 (20 min total)
-- Person C - visitor (adult, man, dark top, dark pants, dark short hair, glasses); present 03:02:40-03:12:25, 03:22:25-03:24:59 (12 min total)
-- Person D - visitor (adult, man, light top, light pants, dark short hair, glasses); present 03:04:47-03:12:25, 03:22:25-03:32:25 (17 min total)
+- Person A - resident (elderly, woman, red top, dark pants, grey short hair, glasses); present 00:08:13-00:16:02, 00:17:22-01:27:01, 01:37:01-01:42:59, 02:42:35-03:50:02, 03:54:10-04:17:04, 04:21:44-05:16:16, 05:17:31-06:02:40, 06:07:05-06:41:32, 06:45:01-07:10:13, 07:14:51-07:31:09, 07:34:51-07:37:35 (351 min total)
+- Person B - visitor (adult, woman, grey top, dark pants, dark short hair, glasses); present 00:53:29-01:25:59 (32 min total)
+- Person C - visitor (adult, man, dark top, dark pants, dark short hair, glasses); present 03:03:38-03:12:25, 03:22:25-03:23:39 (10 min total)
+- Person D - visitor (adult, man, light top, light pants, dark short hair, glasses); present 03:04:47-03:12:25, 03:22:25-03:30:41 (15 min total)
 - Person E - brief visitor (adult, man, grey top, blue pants, dark short hair, glasses); present 07:31:09-07:31:28 (0 min total)
 
 1. Timeline:  
-00:15:04 - 00:16:12: Person A sits at the desk and works on a computer.
-00:16:12 - 00:27:01: Person A leaves the room.
-00:27:01 - 00:37:01: Person A sits at a desk working on a computer.
-00:37:01 - 00:57:01: Person A continues working on a computer, using a phone, and drinking from a cup.
-00:57:01 - 01:27:01: Person A sits at the desk working on a computer.
-01:27:01 - 01:37:01: Person A leaves the room.
-01:37:01 - 01:42:59: Person A returns and sits at the desk working on a computer.
-01:42:59 - 02:42:25: Person A leaves the room.
-02:42:25 - 03:50:02: Person A enters the room and works on a computer.
-03:50:02 - 04:17:04: Person A continues working on a computer.
-04:17:04 - 04:21:44: Person A leaves the room.
-04:21:44 - 04:51:39: Person A enters the room and reads, writes, and eats.
-04:51:39 - 05:16:16: Person A continues reading and writing.
-05:16:16 - 06:02:40: Person A works on a computer.
-06:02:40 - 06:41:32: Person A continues working on a computer.
-06:41:32 - 06:45:01: Person A leaves the room.
-06:45:01 - 07:10:13: Person A returns and works on a computer.
-07:10:13 - 07:31:09: Person A continues working on a computer.
-07:31:09 - 07:37:35: Person A leaves the room.
+00:08:13 - 00:16:02: Person A sits at the desk and works on a computer
+00:27:01 - 01:27:01: Person A sits at the desk working on a computer
+01:27:01 - 01:37:01: Person A is not visible on camera
+01:37:01 - 01:42:59: Person A sits at the desk working on a computer
+01:42:59 - 02:42:25: Person A is not visible on camera
+02:42:25 - 03:50:02: Person A sits at the desk working on a computer
+03:50:02 - 03:54:00: Person A is not visible on camera
+03:54:00 - 04:17:14: Person A sits at the desk working on a computer
+04:17:14 - 04:21:39: Person A is not visible on camera
+04:21:44 - 05:16:16: Person A sits at the table reading and writing
+05:16:16 - 05:17:11: Person A is not visible on camera
+05:17:30 - 06:02:40: Person A sits at the desk working on a computer
+06:02:40 - 06:06:50: Person A is not visible on camera
+06:07:05 - 06:41:32: Person A sits at the desk working on a computer
+06:49:06 - 07:10:13: Person A sits at the desk working on a computer
+07:10:13 - 07:14:51: Person A is not visible on camera
+07:14:51 - 07:31:09: Person A sits at the desk working on a computer
+07:31:09 - 07:34:51: Person A is not visible on camera
+07:34:51 - 07:37:35: Person A sits at the desk working on a computer
 
 07:37:35 - 07:46:33: Nobody visible on camera.
-2. Notable events: falls, or "none".  
-None.
+2. Notable events:  
+00:16:12: Person A walks to the door, opens it, and leaves  
+01:42:59: Person A walks to the door and opens it  
+02:42:25: Person A enters the room  
+03:54:12: Person A enters the room  
+04:17:14: Person A standing up from the chair, walking towards the door, opening the door  
+04:21:44: Person A enters the room  
+04:31:39: Person A reads a book  
+04:35:55: Person A eats a sandwich  
+04:41:39: Person A sits at a table eating and reading documents  
+05:01:39: Person A sits at a table reading and writing  
+05:15:14: Person A organizing papers and putting them in a bag  
+05:17:30: Person A enters the room  
+05:27:11: Person A sits at the desk working on a computer  
+05:37:11: Person A sits at the desk working on a computer  
+05:47:11: Person A moves a book on the table  
+05:57:11: Person A sits at the desk working on a computer  
+06:02:53: Person A standing up and walking to the door, opening the door and leaving  
+06:07:07: Person A enters the room  
+06:40:05: Person A stands up and walks to the door, opens the door and exits  
+06:44:53: Person A enters the room  
+06:49:14: Person A returns to the room  
+06:54:51: Person A sits at the table reading a book and talking on the phone  
+07:01:16: Person A talks on the phone while reading a book  
+07:31:09: Person E enters the room and closes the door

results/day_19_1fps/json_summary/reduce_log.txt

@@ -1,4 +1,4 @@
-Person A - RESIDENT (elderly, woman, red top, dark pants, grey short hair, glasses). Present 00:15:04-00:16:02, 00:17:22-01:27:01, 01:37:01-01:42:59, 02:42:35-03:50:02, 03:54:10-04:17:04, 04:21:44-05:16:16, 05:17:31-06:02:40, 06:07:05-06:41:32, 06:45:01-07:10:13, 07:14:51-07:31:09, 07:34:51-07:37:35.
+Person A - RESIDENT (elderly, woman, red top, dark pants, grey short hair, glasses). Present 00:08:13-00:16:02, 00:17:22-01:27:01, 01:37:01-01:42:59, 02:42:35-03:50:02, 03:54:10-04:17:04, 04:21:44-05:16:16, 05:17:31-06:02:40, 06:07:05-06:41:32, 06:45:01-07:10:13, 07:14:51-07:31:09, 07:34:51-07:37:35.
   [00:15:54 - 00:16:12] sits at the desk and works on a computer
   [00:16:12 - 00:16:12] stands up and walks to the table
   [00:16:12 - 00:16:12] picks up a book from the table and looks at it
@@ -113,7 +113,7 @@ Person A - RESIDENT (elderly, woman, red top, dark pants, grey short hair, glass
   [07:36:27 - 07:37:19] putting on a coat and picking up a phone
   [07:37:19 - 07:37:35] ...
 
-Person B - VISITOR (adult, woman, grey top, dark pants, dark short hair, glasses). Present 00:57:01-01:17:01, 01:27:01-01:27:01.
+Person B - VISITOR (adult, woman, grey top, dark pants, dark short hair, glasses). Present 00:53:29-01:25:59.
   [00:57:01 - 00:57:01] ...
   [00:57:01 - 01:03:26] sits at a table and writes on paper
   [01:03:26 - 01:04:36] stands up and walks to the computer
@@ -121,13 +121,13 @@ Person B - VISITOR (adult, woman, grey top, dark pants, dark short hair, glasses
   [01:07:01 - 01:17:01] ...
   [01:27:01 - 01:27:01] ...
 
-Person C - VISITOR (adult, man, dark top, dark pants, dark short hair, glasses). Present 03:02:40-03:12:25, 03:22:25-03:24:59.
+Person C - VISITOR (adult, man, dark top, dark pants, dark short hair, glasses). Present 03:03:38-03:12:25, 03:22:25-03:23:39.
   [03:02:40 - 03:04:59] enters the room and sits at the table
   [03:04:59 - 03:12:25] sits at the table talking to two men
   [03:22:25 - 03:24:40] sits at the table talking to others
   [03:24:40 - 03:24:59] stands up and leaves the room
 
-Person D - VISITOR (adult, man, light top, light pants, dark short hair, glasses). Present 03:04:47-03:12:25, 03:22:25-03:32:25.
+Person D - VISITOR (adult, man, light top, light pants, dark short hair, glasses). Present 03:04:47-03:12:25, 03:22:25-03:30:41.
   [03:04:59 - 03:12:25] enters the room and sits at the table
   [03:22:25 - 03:32:25] sits at the table talking to others
   [03:32:25 - 03:32:25] stands up and leaves the room

results/day_19_1fps/json_summary/summary.json

@@ -3,7 +3,7 @@
   "duration_seconds": 27993.0,
   "guided": "on",
   "map_seconds": 0.0,
-  "reduce_seconds": 29.5,
+  "reduce_seconds": 37.3,
   "segment_seconds": 600.0,
   "num_segments": 50,
   "num_segments_vlm": 41,
@@ -15,5 +15,5 @@
   "vlm_model": "Qwen/Qwen3-VL-4B-Instruct-FP8",
   "summary_model": "Qwen/Qwen3-8B-FP8",
   "segments_json": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_19_1fps/json_summary/segments_structured.json",
-  "daily_summary": "People:\n- Person A - resident (elderly, woman, red top, dark pants, grey short hair, glasses); present 00:15:04-00:16:02, 00:17:22-01:27:01, 01:37:01-01:42:59, 02:42:35-03:50:02, 03:54:10-04:17:04, 04:21:44-05:16:16, 05:17:31-06:02:40, 06:07:05-06:41:32, 06:45:01-07:10:13, 07:14:51-07:31:09, 07:34:51-07:37:35 (344 min total)\n- Person B - visitor (adult, woman, grey top, dark pants, dark short hair, glasses); present 00:57:01-01:17:01, 01:27:01-01:27:01 (20 min total)\n- Person C - visitor (adult, man, dark top, dark pants, dark short hair, glasses); present 03:02:40-03:12:25, 03:22:25-03:24:59 (12 min total)\n- Person D - visitor (adult, man, light top, light pants, dark short hair, glasses); present 03:04:47-03:12:25, 03:22:25-03:32:25 (17 min total)\n- Person E - brief visitor (adult, man, grey top, blue pants, dark short hair, glasses); present 07:31:09-07:31:28 (0 min total)\n\n1. Timeline:  \n00:15:04 - 00:16:12: Person A sits at the desk and works on a computer.\n00:16:12 - 00:27:01: Person A leaves the room.\n00:27:01 - 00:37:01: Person A sits at a desk working on a computer.\n00:37:01 - 00:57:01: Person A continues working on a computer, using a phone, and drinking from a cup.\n00:57:01 - 01:27:01: Person A sits at the desk working on a computer.\n01:27:01 - 01:37:01: Person A leaves the room.\n01:37:01 - 01:42:59: Person A returns and sits at the desk working on a computer.\n01:42:59 - 02:42:25: Person A leaves the room.\n02:42:25 - 03:50:02: Person A enters the room and works on a computer.\n03:50:02 - 04:17:04: Person A continues working on a computer.\n04:17:04 - 04:21:44: Person A leaves the room.\n04:21:44 - 04:51:39: Person A enters the room and reads, writes, and eats.\n04:51:39 - 05:16:16: Person A continues reading and writing.\n05:16:16 - 06:02:40: Person A works on a computer.\n06:02:40 - 06:41:32: Person A continues working on a computer.\n06:41:32 - 06:45:01: Person A leaves the room.\n06:45:01 - 07:10:13: Person A returns and works on a computer.\n07:10:13 - 07:31:09: Person A continues working on a computer.\n07:31:09 - 07:37:35: Person A leaves the room.\n\n07:37:35 - 07:46:33: Nobody visible on camera.\n2. Notable events: falls, or \"none\".  \nNone."
+  "daily_summary": "People:\n- Person A - resident (elderly, woman, red top, dark pants, grey short hair, glasses); present 00:08:13-00:16:02, 00:17:22-01:27:01, 01:37:01-01:42:59, 02:42:35-03:50:02, 03:54:10-04:17:04, 04:21:44-05:16:16, 05:17:31-06:02:40, 06:07:05-06:41:32, 06:45:01-07:10:13, 07:14:51-07:31:09, 07:34:51-07:37:35 (351 min total)\n- Person B - visitor (adult, woman, grey top, dark pants, dark short hair, glasses); present 00:53:29-01:25:59 (32 min total)\n- Person C - visitor (adult, man, dark top, dark pants, dark short hair, glasses); present 03:03:38-03:12:25, 03:22:25-03:23:39 (10 min total)\n- Person D - visitor (adult, man, light top, light pants, dark short hair, glasses); present 03:04:47-03:12:25, 03:22:25-03:30:41 (15 min total)\n- Person E - brief visitor (adult, man, grey top, blue pants, dark short hair, glasses); present 07:31:09-07:31:28 (0 min total)\n\n1. Timeline:  \n00:08:13 - 00:16:02: Person A sits at the desk and works on a computer\n00:27:01 - 01:27:01: Person A sits at the desk working on a computer\n01:27:01 - 01:37:01: Person A is not visible on camera\n01:37:01 - 01:42:59: Person A sits at the desk working on a computer\n01:42:59 - 02:42:25: Person A is not visible on camera\n02:42:25 - 03:50:02: Person A sits at the desk working on a computer\n03:50:02 - 03:54:00: Person A is not visible on camera\n03:54:00 - 04:17:14: Person A sits at the desk working on a computer\n04:17:14 - 04:21:39: Person A is not visible on camera\n04:21:44 - 05:16:16: Person A sits at the table reading and writing\n05:16:16 - 05:17:11: Person A is not visible on camera\n05:17:30 - 06:02:40: Person A sits at the desk working on a computer\n06:02:40 - 06:06:50: Person A is not visible on camera\n06:07:05 - 06:41:32: Person A sits at the desk working on a computer\n06:49:06 - 07:10:13: Person A sits at the desk working on a computer\n07:10:13 - 07:14:51: Person A is not visible on camera\n07:14:51 - 07:31:09: Person A sits at the desk working on a computer\n07:31:09 - 07:34:51: Person A is not visible on camera\n07:34:51 - 07:37:35: Person A sits at the desk working on a computer\n\n07:37:35 - 07:46:33: Nobody visible on camera.\n2. Notable events:  \n00:16:12: Person A walks to the door, opens it, and leaves  \n01:42:59: Person A walks to the door and opens it  \n02:42:25: Person A enters the room  \n03:54:12: Person A enters the room  \n04:17:14: Person A standing up from the chair, walking towards the door, opening the door  \n04:21:44: Person A enters the room  \n04:31:39: Person A reads a book  \n04:35:55: Person A eats a sandwich  \n04:41:39: Person A sits at a table eating and reading documents  \n05:01:39: Person A sits at a table reading and writing  \n05:15:14: Person A organizing papers and putting them in a bag  \n05:17:30: Person A enters the room  \n05:27:11: Person A sits at the desk working on a computer  \n05:37:11: Person A sits at the desk working on a computer  \n05:47:11: Person A moves a book on the table  \n05:57:11: Person A sits at the desk working on a computer  \n06:02:53: Person A standing up and walking to the door, opening the door and leaving  \n06:07:07: Person A enters the room  \n06:40:05: Person A stands up and walks to the door, opens the door and exits  \n06:44:53: Person A enters the room  \n06:49:14: Person A returns to the room  \n06:54:51: Person A sits at the table reading a book and talking on the phone  \n07:01:16: Person A talks on the phone while reading a book  \n07:31:09: Person E enters the room and closes the door"
 }

results/day_19_1fps/verify/verdicts.json

@@ -43,9 +43,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.961,
-      "clip_save_seconds": 0.502,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_19_1fps/verify/clips/event_000_rejected.mp4"
+      "latency_seconds": 10.04,
+      "clip_save_seconds": 0.961,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_19/verify/clips/event_000_rejected.mp4"
     },
     {
       "event_id": 1,
@@ -86,9 +86,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.339,
-      "clip_save_seconds": 0.317,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_19_1fps/verify/clips/event_001_rejected.mp4"
+      "latency_seconds": 9.382,
+      "clip_save_seconds": 0.405,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_19/verify/clips/event_001_rejected.mp4"
     },
     {
       "event_id": 2,
@@ -129,9 +129,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.351,
-      "clip_save_seconds": 0.34,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_19_1fps/verify/clips/event_002_rejected.mp4"
+      "latency_seconds": 9.112,
+      "clip_save_seconds": 0.435,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_19/verify/clips/event_002_rejected.mp4"
     },
     {
       "event_id": 3,
@@ -172,9 +172,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.559,
-      "clip_save_seconds": 0.383,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_19_1fps/verify/clips/event_003_rejected.mp4"
+      "latency_seconds": 9.489,
+      "clip_save_seconds": 0.968,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_19/verify/clips/event_003_rejected.mp4"
     },
     {
       "event_id": 4,
@@ -215,9 +215,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.422,
-      "clip_save_seconds": 0.399,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_19_1fps/verify/clips/event_004_rejected.mp4"
+      "latency_seconds": 9.359,
+      "clip_save_seconds": 0.462,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_19/verify/clips/event_004_rejected.mp4"
     },
     {
       "event_id": 5,
@@ -258,9 +258,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.467,
-      "clip_save_seconds": 0.296,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_19_1fps/verify/clips/event_005_rejected.mp4"
+      "latency_seconds": 8.97,
+      "clip_save_seconds": 0.295,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_19/verify/clips/event_005_rejected.mp4"
     },
     {
       "event_id": 6,
@@ -301,9 +301,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.884,
-      "clip_save_seconds": 0.277,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_19_1fps/verify/clips/event_006_rejected.mp4"
+      "latency_seconds": 7.841,
+      "clip_save_seconds": 0.281,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_19/verify/clips/event_006_rejected.mp4"
     },
     {
       "event_id": 7,
@@ -344,9 +344,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.489,
-      "clip_save_seconds": 0.326,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_19_1fps/verify/clips/event_007_rejected.mp4"
+      "latency_seconds": 9.244,
+      "clip_save_seconds": 0.355,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_19/verify/clips/event_007_rejected.mp4"
     },
     {
       "event_id": 8,
@@ -387,9 +387,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.643,
-      "clip_save_seconds": 0.295,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_19_1fps/verify/clips/event_008_rejected.mp4"
+      "latency_seconds": 7.321,
+      "clip_save_seconds": 0.303,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_19/verify/clips/event_008_rejected.mp4"
     },
     {
       "event_id": 9,
@@ -430,9 +430,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.186,
-      "clip_save_seconds": 0.324,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_19_1fps/verify/clips/event_009_rejected.mp4"
+      "latency_seconds": 8.575,
+      "clip_save_seconds": 0.343,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_19/verify/clips/event_009_rejected.mp4"
     },
     {
       "event_id": 10,
@@ -473,14 +473,14 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.702,
-      "clip_save_seconds": 0.322,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_19_1fps/verify/clips/event_010_rejected.mp4"
+      "latency_seconds": 7.367,
+      "clip_save_seconds": 0.344,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_19/verify/clips/event_010_rejected.mp4"
     }
   ],
-  "seconds": 50.8,
-  "avg_event_latency_seconds": 4.273,
-  "save_seconds": 3.781,
+  "seconds": 101.9,
+  "avg_event_latency_seconds": 8.791,
+  "save_seconds": 5.152,
   "memory": {
     "available": true,
     "peak_allocated_gib": 13.242,

results/day_1_1fps/json_summary/daily_report.json

@@ -4,7 +4,7 @@
   "date": "2026-08-06",
   "timezone": "America/Vancouver",
   "source": {
-    "summary_dir": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/json_summary",
+    "summary_dir": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/T4a/day_1/json_summary",
     "video_path": null,
     "duration_seconds": 10047.0,
     "start_time": "2026-08-06T09:00:00-07:00",
@@ -38,11 +38,11 @@
       "person": "Person B",
       "label": "VISITOR",
       "description": "adult, woman, dark top, dark pants, dark long hair, glasses",
-      "present_minutes": 64.5,
+      "present_minutes": 59.4,
       "present_spans": [
         [
           "09:09:16",
-          "10:30:00"
+          "10:24:54"
         ]
       ],
       "identity_kind": "unknown",
@@ -54,11 +54,11 @@
       "person": "Person C",
       "label": "HOUSEHOLD",
       "description": "adult, man, orange top, dark pants, grey long hair",
-      "present_minutes": 38.2,
+      "present_minutes": 45.8,
       "present_spans": [
         [
           "09:20:00",
-          "10:00:00"
+          "10:05:45"
         ]
       ],
       "identity_kind": "known",
@@ -70,11 +70,11 @@
       "person": "Person D",
       "label": "BRIEF VISITOR",
       "description": "adult, man, dark top, dark pants, dark short hair",
-      "present_minutes": 2.7,
+      "present_minutes": 1.4,
       "present_spans": [
         [
-          "10:43:45",
-          "10:46:29"
+          "10:45:50",
+          "10:47:13"
         ]
       ],
       "identity_kind": "unknown",
@@ -137,21 +137,13 @@
     {
       "event_id": "event_002",
       "start_time": "2026-08-06T09:09:16-07:00",
-      "end_time": "2026-08-06T10:30:00-07:00",
+      "end_time": "2026-08-06T10:24:54-07:00",
       "activity_type": "visitor",
       "title": "Talking with visitor",
       "description": "Resident A talks with a woman."
     },
     {
       "event_id": "event_003",
-      "start_time": "2026-08-06T10:43:45-07:00",
-      "end_time": "2026-08-06T10:46:29-07:00",
-      "activity_type": "visitor",
-      "title": "Talking with visitor",
-      "description": "Resident A talks with a man."
-    },
-    {
-      "event_id": "event_004",
       "start_time": "2026-08-06T11:35:05-07:00",
       "end_time": "2026-08-06T11:35:05-07:00",
       "activity_type": "leaving",
@@ -160,11 +152,11 @@
     }
   ],
   "narrative_summary": {
-    "short_summary": "Resident A spent the morning working on the computer, occasionally engaging in conversations. At 09:09:16, he talked with a woman. Later, at 10:43:45, he spoke with a man. Around 11:35:05, he started preparing to leave home by putting on a jacket, scarf, safety vest, and backpack. The day proceeded without any incidents, and no falls were detected. Resident A's actions were focused on completing his tasks and getting ready to go out.",
-    "full_summary": "Resident A started the day at 09:00:00 by working on the computer. During this time, there were intermittent periods when Resident A engaged in conversations with others. At 09:09:16, Resident A began talking with a woman. This conversation continued until 10:30:00. \n\nAt 10:43:45, Resident A started talking with a man, and this interaction lasted until 10:46:29. \n\nBy 11:35:05, Resident A had completed the work session and began the process of leaving home. Resident A put on a jacket, a scarf, a safety vest, and a backpack as part of the departure preparations.",
+    "short_summary": "Resident A spent the morning working on the computer, engaging in intermittent conversations with others and listening to a woman. At 09:09:16, Resident A talked with a visitor, a woman. Later, at 11:35:05, Resident A started the process of leaving home by putting on a jacket, scarf, safety vest, and backpack. No other events were recorded for the day. The activities were primarily focused on work and preparation for departure, with no indication of any falls or additional incidents.",
+    "full_summary": "Resident A started the day at 09:00:00 by working on the computer. During this time, there were intermittent periods when Resident A engaged in conversations with others. At 09:09:16, Resident A began talking with a woman. This conversation continued until 10:24:54. After finishing work at 11:35:05, Resident A began the process of leaving home. At this time, Resident A put on a jacket, a scarf, a safety vest, and a backpack.",
     "key_observations": [
       "No falls were detected.",
-      "2 visitors were present (total about 67 minutes).",
+      "2 visitors were present (total about 61 minutes).",
       "No activity baseline is available yet.",
       "Longest visible inactive period was 25 minutes."
     ]
@@ -231,10 +223,9 @@
     {
       "question_id": "q_visitors",
       "text": "Did anyone visit today?",
-      "answer": "Yes, 2 visitors were observed on camera. A woman arrived at 09:09:16 and left at 10:30:00 (on camera for about 64 minutes); a man arrived at 10:43:45 and left at 10:46:29 (about 3 minutes).",
+      "answer": "Yes, 2 visitors were observed on camera. A woman arrived at 09:09:16 and left at 10:24:54 (on camera for about 59 minutes); a man arrived at 10:45:50 and left at 10:47:13 (about 1 minute).",
       "evidence_event_ids": [
-        "event_002",
-        "event_003"
+        "event_002"
       ]
     },
     {
@@ -283,19 +274,19 @@
       "start_time": "2026-08-06T09:10:23-07:00",
       "end_time": "2026-08-06T09:10:26-07:00",
       "person": "Person A",
-      "description": "Three people are in an office setting. One man in a plaid shirt sits on a rolling chair and adjusts his position. A woman in a purple outfit sits in a purple chair, holding a small object. Another person in an orange sweater stands near the desk, occasionally moving their hands. No one falls during the clip."
+      "description": "Three people are in an office setting. One man in a plaid shirt sits on a rolling chair and adjusts his position. A woman in a purple outfit sits in a purple chair, holding a small object. Another person in an orange sweater stands near the desk, occasionally moving their hands. No one falls."
     },
     {
       "start_time": "2026-08-06T09:10:34-07:00",
       "end_time": "2026-08-06T09:10:35-07:00",
       "person": "Person A",
-      "description": "A man in a plaid shirt sits on a rolling chair and shifts his position while speaking. A woman in a purple sweater sits nearby, listening attentively. Another person is partially visible in the foreground, holding a phone. No one falls during the clip."
+      "description": "A man in a plaid shirt sits on a rolling chair and shifts his position while speaking. A woman in a purple sweater sits nearby, listening attentively. Another person is partially visible in the foreground, holding a phone. No one falls."
     },
     {
       "start_time": "2026-08-06T09:10:43-07:00",
       "end_time": "2026-08-06T09:10:46-07:00",
       "person": "Person A",
-      "description": "A man in a plaid shirt sits on a rolling chair and moves slightly while speaking. A woman in a purple sweater sits nearby, listening. Another person is partially visible in the foreground, holding a phone. No one falls during the clip."
+      "description": "A man in a plaid shirt sits on a rolling chair and moves slightly while speaking. A woman in a purple sweater sits nearby, listening. Another person is partially visible in the foreground, holding a phone. No one falls."
     },
     {
       "start_time": "2026-08-06T09:11:04-07:00",
@@ -319,13 +310,13 @@
       "start_time": "2026-08-06T09:12:21-07:00",
       "end_time": "2026-08-06T09:12:27-07:00",
       "person": null,
-      "description": "A man in a plaid shirt is seated at a desk, gesturing as he speaks. A woman in a purple top and scarf sits in a chair facing him, listening attentively. Another person with gray hair is partially visible in the foreground, also listening. No one falls during the clip."
+      "description": "A man in a plaid shirt is seated at a desk, gesturing as he speaks. A woman in a purple top and scarf sits in a chair facing him, listening attentively. Another person with gray hair is partially visible in the foreground, also listening. No one falls."
     },
     {
       "start_time": "2026-08-06T09:13:55-07:00",
       "end_time": "2026-08-06T09:13:56-07:00",
       "person": null,
-      "description": "A man in a plaid shirt is seated at a desk, typing on a keyboard. A woman in a purple top and scarf sits in a chair, looking up and to the side. Another person with white hair is partially visible in the foreground, facing away from the camera. No one falls during the clip."
+      "description": "A man in a plaid shirt is seated at a desk, typing on a keyboard. A woman in a purple top and scarf sits in a chair, looking up and to the side. Another person with white hair is partially visible in the foreground, facing away from the camera. No one falls."
     },
     {
       "start_time": "2026-08-06T09:15:44-07:00",
@@ -349,7 +340,7 @@
       "start_time": "2026-08-06T10:19:42-07:00",
       "end_time": "2026-08-06T10:19:52-07:00",
       "person": "Person A",
-      "description": "A man and a woman are seated in an office, engaged in conversation. The man occasionally gestures with his hands while speaking, and the woman holds a phone and responds. Neither person falls or loses balance during the clip."
+      "description": "A man and a woman are seated in an office, engaged in conversation. The man occasionally gestures with his hands while speaking, and the woman holds a phone and responds. Neither person falls or loses balance."
     },
     {
       "start_time": "2026-08-06T10:46:12-07:00",
@@ -361,9 +352,9 @@
       "start_time": "2026-08-06T11:34:15-07:00",
       "end_time": "2026-08-06T11:34:16-07:00",
       "person": "Person A",
-      "description": "A man in a beige sweater and jeans is seen adjusting a calendar on the wall, then walks across the room. He picks up a jacket and puts it on, then walks toward the camera. No falls occur during the clip."
+      "description": "Person A is seen adjusting a calendar on the wall, then walks across the room. He picks up a jacket and puts it on, then walks toward the camera. No falls occur."
     }
   ],
-  "llm_seconds": 15.4,
+  "llm_seconds": 15.3,
   "disclaimer": "This summary was generated from camera-based VLM analysis. It may not capture every activity and does not provide a medical diagnosis."
 }

results/day_1_1fps/json_summary/daily_summary.txt

@@ -1,18 +1,21 @@
 People:
 - Person A - resident (adult, man, light top, light pants, grey short hair, glasses); present 00:00:00-00:23:45, 00:30:00-01:00:00, 01:10:00-01:46:29, 01:53:54-02:35:05 (131 min total)
-- Person B - visitor (adult, woman, dark top, dark pants, dark long hair, glasses); present 00:09:16-00:23:45, 00:30:00-01:00:00, 01:10:00-01:30:00 (64 min total)
-- Person C - household (adult, man, orange top, dark pants, grey long hair); present 00:20:00-00:20:00, 00:21:48-01:00:00 (38 min total)
-- Person D - brief visitor (adult, man, dark top, dark pants, dark short hair); present 01:43:45-01:46:29 (2 min total)
+- Person B - visitor (adult, woman, dark top, dark pants, dark long hair, glasses); present 00:09:16-00:23:45, 00:30:00-01:00:00, 01:10:00-01:24:54 (59 min total)
+- Person C - household (adult, man, orange top, dark pants, grey long hair); present 00:20:00-01:05:45 (45 min total)
+- Person D - brief visitor (adult, man, dark top, dark pants, dark short hair); present 01:45:50-01:47:13 (1 min total)
 
 1. Timeline:  
-00:00:00 - 00:23:45: Person A works on a computer, packs a bag, and interacts with others
-00:30:00 - 01:00:00: Person A works on a laptop, interacts with others, and uses a computer
-01:00:00 - 01:10:00: nobody visible on camera
-01:10:00 - 01:30:00: Person A talks to a woman, listens, and works on a computer; Person B sits and talks to Person A
-01:30:00 - 01:40:00: Person A works on a computer; Person C stands near the desk and talks to others
-01:43:45 - 01:46:29: Person A talks to Person D
-02:03:44 - 02:35:05: Person A works on a computer, drinks, uses a phone, and prepares to leave
-
+00:00:00 - 00:09:16: Person A sits at the desk working on a computer, then packs a bag and puts items on the floor.
+00:09:16 - 00:23:45: Person A works on the computer while Person B enters and interacts with Person A.
+00:23:45 - 00:30:00: Person A works on the computer.
+00:30:00 - 01:00:00: Person A works on the computer; Person B and Person C interact with others.
+01:00:00 - 01:10:00: Person A works on the computer.
+01:10:00 - 01:24:54: Person A talks to a woman; Person B interacts with Person A.
+01:24:54 - 01:45:50: Person A works on the computer; Person C observes others.
+01:45:50 - 01:47:13: Person D briefly appears.
+02:03:44 - 02:23:44: Person A works on the computer.
+02:33:43 - 02:35:05: Person A adjusts a calendar, walks to the left, and puts on clothing.
 02:35:05 - 02:47:27: Nobody visible on camera.
+
 2. Notable events:  
 None.

results/day_1_1fps/json_summary/reduce_log.txt

@@ -52,7 +52,7 @@ Person A - RESIDENT (adult, man, light top, light pants, grey short hair, glasse
   [02:35:05 - 02:35:05] puts on a backpack
   [02:35:05 - 02:35:05] ...
 
-Person B - VISITOR (adult, woman, dark top, dark pants, dark long hair, glasses). Present 00:09:16-00:23:45, 00:30:00-01:00:00, 01:10:00-01:30:00.
+Person B - VISITOR (adult, woman, dark top, dark pants, dark long hair, glasses). Present 00:09:16-00:23:45, 00:30:00-01:00:00, 01:10:00-01:24:54.
   [00:09:16 - 00:09:36] enters the room
   [00:10:00 - 00:20:00] **sits in chair, listening to man
   [00:20:00 - 00:20:00] sits on chair, looking at phone
@@ -64,7 +64,7 @@ Person B - VISITOR (adult, woman, dark top, dark pants, dark long hair, glasses)
   [01:10:00 - 01:20:00] ...
   [01:20:00 - 01:30:00] sits in a chair talking to a man
 
-Person C - HOUSEHOLD (adult, man, orange top, dark pants, grey long hair). Present 00:20:00-00:20:00, 00:21:48-01:00:00.
+Person C - HOUSEHOLD (adult, man, orange top, dark pants, grey long hair). Present 00:20:00-01:05:45.
   [00:20:00 - 00:20:00] walks into room and sits on chair
   [00:21:48 - 00:30:00] walks around the room while observing the others
   [00:30:00 - 00:40:00] stands near the desk, occasionally looking at the computer screen and talking to others
@@ -75,7 +75,7 @@ Person C - HOUSEHOLD (adult, man, orange top, dark pants, grey long hair). Prese
   [00:55:28 - 00:56:14] walks around the room
   [00:56:14 - 01:00:00] stands and observes the others
 
-Person D - BRIEF VISITOR (adult, man, dark top, dark pants, dark short hair). Present 01:43:45-01:46:29.
+Person D - BRIEF VISITOR (adult, man, dark top, dark pants, dark short hair). Present 01:45:50-01:47:13.
   [01:43:45 - 01:46:29] ...
 
 Not visible on camera: 01:40:00-01:43:45, 01:47:22-02:03:44, 02:23:44-02:33:43, 02:35:05-02:47:27

results/day_1_1fps/json_summary/summary.json

@@ -15,5 +15,5 @@
   "vlm_model": "Qwen/Qwen3-VL-4B-Instruct-FP8",
   "summary_model": "Qwen/Qwen3-8B-FP8",
   "segments_json": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/json_summary/segments_structured.json",
-  "daily_summary": "People:\n- Person A - resident (adult, man, light top, light pants, grey short hair, glasses); present 00:00:00-00:23:45, 00:30:00-01:00:00, 01:10:00-01:46:29, 01:53:54-02:35:05 (131 min total)\n- Person B - visitor (adult, woman, dark top, dark pants, dark long hair, glasses); present 00:09:16-00:23:45, 00:30:00-01:00:00, 01:10:00-01:30:00 (64 min total)\n- Person C - household (adult, man, orange top, dark pants, grey long hair); present 00:20:00-00:20:00, 00:21:48-01:00:00 (38 min total)\n- Person D - brief visitor (adult, man, dark top, dark pants, dark short hair); present 01:43:45-01:46:29 (2 min total)\n\n1. Timeline:  \n00:00:00 - 00:23:45: Person A works on a computer, packs a bag, and interacts with others\n00:30:00 - 01:00:00: Person A works on a laptop, interacts with others, and uses a computer\n01:00:00 - 01:10:00: nobody visible on camera\n01:10:00 - 01:30:00: Person A talks to a woman, listens, and works on a computer; Person B sits and talks to Person A\n01:30:00 - 01:40:00: Person A works on a computer; Person C stands near the desk and talks to others\n01:43:45 - 01:46:29: Person A talks to Person D\n02:03:44 - 02:35:05: Person A works on a computer, drinks, uses a phone, and prepares to leave\n\n02:35:05 - 02:47:27: Nobody visible on camera.\n2. Notable events:  \nNone."
+  "daily_summary": "People:\n- Person A - resident (adult, man, light top, light pants, grey short hair, glasses); present 00:00:00-00:23:45, 00:30:00-01:00:00, 01:10:00-01:46:29, 01:53:54-02:35:05 (131 min total)\n- Person B - visitor (adult, woman, dark top, dark pants, dark long hair, glasses); present 00:09:16-00:23:45, 00:30:00-01:00:00, 01:10:00-01:24:54 (59 min total)\n- Person C - household (adult, man, orange top, dark pants, grey long hair); present 00:20:00-01:05:45 (45 min total)\n- Person D - brief visitor (adult, man, dark top, dark pants, dark short hair); present 01:45:50-01:47:13 (1 min total)\n\n1. Timeline:  \n00:00:00 - 00:09:16: Person A sits at the desk working on a computer, then packs a bag and puts items on the floor.\n00:09:16 - 00:23:45: Person A works on the computer while Person B enters and interacts with Person A.\n00:23:45 - 00:30:00: Person A works on the computer.\n00:30:00 - 01:00:00: Person A works on the computer; Person B and Person C interact with others.\n01:00:00 - 01:10:00: Person A works on the computer.\n01:10:00 - 01:24:54: Person A talks to a woman; Person B interacts with Person A.\n01:24:54 - 01:45:50: Person A works on the computer; Person C observes others.\n01:45:50 - 01:47:13: Person D briefly appears.\n02:03:44 - 02:23:44: Person A works on the computer.\n02:33:43 - 02:35:05: Person A adjusts a calendar, walks to the left, and puts on clothing.\n02:35:05 - 02:47:27: Nobody visible on camera.\n\n2. Notable events:  \nNone."
 }

results/day_1_1fps/verify/verdicts.json

@@ -43,9 +43,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.824,
-      "clip_save_seconds": 0.309,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/verify/clips/event_000_rejected.mp4"
+      "latency_seconds": 4.877,
+      "clip_save_seconds": 0.312,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_1/verify/clips/event_000_rejected.mp4"
     },
     {
       "event_id": 1,
@@ -86,9 +86,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.812,
-      "clip_save_seconds": 0.268,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/verify/clips/event_001_rejected.mp4"
+      "latency_seconds": 3.866,
+      "clip_save_seconds": 0.275,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_1/verify/clips/event_001_rejected.mp4"
     },
     {
       "event_id": 2,
@@ -129,9 +129,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.135,
-      "clip_save_seconds": 0.293,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/verify/clips/event_002_rejected.mp4"
+      "latency_seconds": 4.142,
+      "clip_save_seconds": 0.301,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_1/verify/clips/event_002_rejected.mp4"
     },
     {
       "event_id": 3,
@@ -172,9 +172,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.01,
-      "clip_save_seconds": 0.306,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/verify/clips/event_003_rejected.mp4"
+      "latency_seconds": 4.26,
+      "clip_save_seconds": 0.312,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_1/verify/clips/event_003_rejected.mp4"
     },
     {
       "event_id": 4,
@@ -215,9 +215,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.994,
-      "clip_save_seconds": 0.318,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/verify/clips/event_004_rejected.mp4"
+      "latency_seconds": 3.857,
+      "clip_save_seconds": 0.333,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_1/verify/clips/event_004_rejected.mp4"
     },
     {
       "event_id": 5,
@@ -258,9 +258,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.592,
-      "clip_save_seconds": 0.354,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/verify/clips/event_005_rejected.mp4"
+      "latency_seconds": 4.654,
+      "clip_save_seconds": 0.384,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_1/verify/clips/event_005_rejected.mp4"
     },
     {
       "event_id": 6,
@@ -301,9 +301,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.511,
-      "clip_save_seconds": 0.378,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/verify/clips/event_006_rejected.mp4"
+      "latency_seconds": 4.604,
+      "clip_save_seconds": 0.499,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_1/verify/clips/event_006_rejected.mp4"
     },
     {
       "event_id": 7,
@@ -344,9 +344,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.311,
-      "clip_save_seconds": 0.426,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/verify/clips/event_007_rejected.mp4"
+      "latency_seconds": 4.388,
+      "clip_save_seconds": 0.459,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_1/verify/clips/event_007_rejected.mp4"
     },
     {
       "event_id": 8,
@@ -387,9 +387,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.22,
-      "clip_save_seconds": 0.336,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/verify/clips/event_008_rejected.mp4"
+      "latency_seconds": 4.559,
+      "clip_save_seconds": 0.335,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_1/verify/clips/event_008_rejected.mp4"
     },
     {
       "event_id": 9,
@@ -430,9 +430,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.895,
-      "clip_save_seconds": 0.425,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/verify/clips/event_009_rejected.mp4"
+      "latency_seconds": 5.016,
+      "clip_save_seconds": 0.441,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_1/verify/clips/event_009_rejected.mp4"
     },
     {
       "event_id": 10,
@@ -473,9 +473,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.701,
-      "clip_save_seconds": 0.316,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/verify/clips/event_010_rejected.mp4"
+      "latency_seconds": 4.935,
+      "clip_save_seconds": 0.35,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_1/verify/clips/event_010_rejected.mp4"
     },
     {
       "event_id": 11,
@@ -516,9 +516,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.456,
-      "clip_save_seconds": 0.515,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/verify/clips/event_011_rejected.mp4"
+      "latency_seconds": 4.851,
+      "clip_save_seconds": 0.513,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_1/verify/clips/event_011_rejected.mp4"
     },
     {
       "event_id": 12,
@@ -559,9 +559,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.692,
-      "clip_save_seconds": 0.353,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/verify/clips/event_012_rejected.mp4"
+      "latency_seconds": 4.825,
+      "clip_save_seconds": 0.398,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_1/verify/clips/event_012_rejected.mp4"
     },
     {
       "event_id": 13,
@@ -602,14 +602,14 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.978,
-      "clip_save_seconds": 0.423,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_1_1fps/verify/clips/event_013_rejected.mp4"
+      "latency_seconds": 4.087,
+      "clip_save_seconds": 0.434,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_1/verify/clips/event_013_rejected.mp4"
     }
   ],
-  "seconds": 66.2,
-  "avg_event_latency_seconds": 4.366,
-  "save_seconds": 5.02,
+  "seconds": 68.3,
+  "avg_event_latency_seconds": 4.494,
+  "save_seconds": 5.346,
   "memory": {
     "available": true,
     "peak_allocated_gib": 13.235,

results/day_6_1fps/json_summary/daily_report.json

@@ -4,7 +4,7 @@
   "date": "2026-08-07",
   "timezone": "America/Vancouver",
   "source": {
-    "summary_dir": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/json_summary",
+    "summary_dir": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/T4a/day_6/json_summary",
     "video_path": null,
     "duration_seconds": 12652.0,
     "start_time": "2026-08-07T09:00:00-07:00",
@@ -38,11 +38,11 @@
       "person": "Person B",
       "label": "VISITOR",
       "description": "adult, woman, dark top, dark pants, dark long hair",
-      "present_minutes": 45.6,
+      "present_minutes": 36.9,
       "present_spans": [
         [
           "10:13:29",
-          "10:59:07"
+          "10:50:25"
         ]
       ],
       "identity_kind": "unknown",
@@ -54,11 +54,11 @@
       "person": "Person C",
       "label": "VISITOR",
       "description": "adult, man, grey top, dark pants, dark short hair",
-      "present_minutes": 30.0,
+      "present_minutes": 28.9,
       "present_spans": [
         [
-          "10:59:07",
-          "11:29:07"
+          "10:56:29",
+          "11:25:21"
         ]
       ],
       "identity_kind": "unknown",
@@ -116,71 +116,63 @@
       "end_time": "2026-08-07T10:09:07-07:00",
       "activity_type": "arriving",
       "title": "Arriving",
-      "description": "Resident A enters the room, places a backpack on the floor, and sits on the chair to begin working at the computer."
+      "description": "Resident A enters the room, places a backpack on the floor, and sits on the chair, then begins working at the computer."
     },
     {
       "event_id": "event_002",
       "start_time": "2026-08-07T10:09:07-07:00",
-      "end_time": "2026-08-07T10:29:07-07:00",
-      "activity_type": "visitor",
-      "title": "Talking with visitor",
-      "description": "Resident A sits at the desk and engages in a conversation with a woman, including standing up, pointing at the whiteboard, and reading a paper."
+      "end_time": "2026-08-07T11:32:06-07:00",
+      "activity_type": "working",
+      "title": "Working",
+      "description": "Resident A sits at the desk working on the computer, takes out a phone, and talks to a woman, including standing up, pointing at the whiteboard, and reading a paper."
     },
     {
       "event_id": "event_003",
-      "start_time": "2026-08-07T10:29:07-07:00",
-      "end_time": "2026-08-07T11:09:07-07:00",
-      "activity_type": "working",
-      "title": "Working",
-      "description": "Resident A sits at the desk and continues working on the computer, occasionally interacting with a woman."
+      "start_time": "2026-08-07T10:13:29-07:00",
+      "end_time": "2026-08-07T10:50:25-07:00",
+      "activity_type": "visitor",
+      "title": "Talking with visitor",
+      "description": "Resident A talks with a woman."
     },
     {
       "event_id": "event_004",
-      "start_time": "2026-08-07T11:09:07-07:00",
-      "end_time": "2026-08-07T11:29:07-07:00",
+      "start_time": "2026-08-07T10:56:29-07:00",
+      "end_time": "2026-08-07T11:25:21-07:00",
       "activity_type": "visitor",
       "title": "Talking with visitor",
-      "description": "Resident A sits at the desk and talks with a man, then returns to working on the computer."
+      "description": "Resident A talks with a man."
     },
     {
       "event_id": "event_005",
-      "start_time": "2026-08-07T11:29:07-07:00",
-      "end_time": "2026-08-07T11:32:20-07:00",
-      "activity_type": "working",
-      "title": "Working",
-      "description": "Resident A continues working."
-    },
-    {
-      "event_id": "event_006",
-      "start_time": "2026-08-07T11:32:20-07:00",
-      "end_time": "2026-08-07T11:32:30-07:00",
+      "start_time": "2026-08-07T11:32:06-07:00",
+      "end_time": "2026-08-07T11:32:16-07:00",
       "activity_type": "fall",
       "title": "Fall",
-      "description": "Resident A is sitting at a desk, then suddenly leans forward and collapses onto the floor, lying face down with his arms extended."
+      "description": "Resident A is sitting at a desk, then suddenly leans forward and collapses onto the floor, lying face down with his arms extended. He remains motionless on the floor for about 40 seconds. Resident A gets up at 11:32:50."
     },
     {
-      "event_id": "event_007",
-      "start_time": "2026-08-07T11:32:30-07:00",
+      "event_id": "event_006",
+      "start_time": "2026-08-07T11:32:50-07:00",
       "end_time": "2026-08-07T12:27:53-07:00",
       "activity_type": "working",
       "title": "Working",
-      "description": "Resident A gets up and resumes working after the fall. Sits at the desk and continues working on the computer, briefly lying on the floor and then sitting up to continue."
+      "description": "Resident A gets up and resumes working after the fall."
     },
     {
-      "event_id": "event_008",
+      "event_id": "event_007",
       "start_time": "2026-08-07T12:27:53-07:00",
       "end_time": "2026-08-07T12:27:53-07:00",
       "activity_type": "leaving",
       "title": "Leaving home",
-      "description": "Resident A puts on an orange vest and leaves the room after reading documents and talking on the phone."
+      "description": "Resident A puts on a backpack and leaves the room after reading documents and talking on the phone."
     }
   ],
   "narrative_summary": {
-    "short_summary": "At 09:59:07, Resident A enters the room, places a backpack on the floor, and sits on the chair to begin working at the computer. At 10:09:07, he engages in a conversation with a woman, standing up, pointing at the whiteboard, and reading a paper while sitting at the desk. He continues working, occasionally interacting with the woman. At 11:09:07, he talks with a man, then returns to working on the computer. At 11:32:20, Resident A falls, sitting at the desk and suddenly leaning forward to collapse face down on the floor with his arms extended. He gets up and resumes working, briefly lying on the floor before sitting up again. At 12:27:53, he puts on an orange vest and leaves the room after reading documents and talking on the phone.",
-    "full_summary": "Resident A arrived at the room at 09:59:07, entering the space and placing a backpack on the floor. He then sat on the chair to begin working at the computer.  \n\nFrom 10:09:07 to 10:29:07, Resident A sat at the desk and engaged in a conversation with a woman. During this time, he stood up, pointed at the whiteboard, and read a paper.  \n\nBetween 10:29:07 and 11:09:07, Resident A continued working on the computer at the desk, occasionally interacting with a woman.  \n\nAt 11:09:07, Resident A began talking with a man. After the conversation, he returned to working on the computer.  \n\nFrom 11:29:07 to 11:32:20, Resident A continued working on the computer.  \n\nAt 11:32:20, Resident A was sitting at the desk when he suddenly leaned forward and collapsed onto the floor, lying face down with his arms extended. This was recorded as a fall at 11:32:30.  \n\nAfter the fall, Resident A got up and resumed working. He sat at the desk and continued working on the computer. At one point, he briefly lay on the floor before sitting up again to continue his work.  \n\nAt 12:27:53, Resident A put on an orange vest and left the room after reading documents and talking on the phone.",
+    "short_summary": "At 09:59:07, Resident A enters the room, places a backpack on the floor, and sits on the chair, beginning to work at the computer. He continues working, taking out a phone and talking to a woman, standing up, pointing at the whiteboard, and reading a paper. At 10:13:29, he talks with a woman, and at 10:56:29, he talks with a man. At 11:32:06, Resident A falls, sitting at a desk and suddenly leaning forward to collapse face down on the floor with his arms extended. He remains motionless for about 40 seconds before getting up at 11:32:50. He resumes working after the fall. At 12:27:53, Resident A puts on a backpack, reads documents, talks on the phone, and leaves the room.",
+    "full_summary": "Resident A arrived at the room at 09:59:07, entering the space and placing a backpack on the floor. He then sat on the chair and began working at the computer. From 10:09:07 to 11:32:06, Resident A continued working at the desk, using the computer. During this time, he took out a phone and spoke with a woman. The conversation involved standing up, pointing at the whiteboard, and reading a paper. \n\nBetween 10:13:29 and 10:50:25, Resident A engaged in a conversation with a woman. Then, from 10:56:29 to 11:25:21, he talked with a man. \n\nAt 11:32:06, Resident A was sitting at the desk when he suddenly leaned forward and collapsed onto the floor, lying face down with his arms extended. He remained motionless on the floor for about 40 seconds before getting up at 11:32:50. \n\nResident A resumed working at the desk from 11:32:50 to 12:27:53. At 12:27:53, he put on a backpack, read documents, and talked on the phone before leaving the room.",
     "key_observations": [
-      "A verified fall was detected at 11:32:20.",
-      "2 visitors were present (total about 76 minutes).",
+      "A verified fall was detected at 11:32:06.",
+      "2 visitors were present (total about 66 minutes).",
       "Active time was 200% higher than the previous-days average.",
       "Longest visible inactive period was 28 minutes."
     ]
@@ -241,15 +233,15 @@
     {
       "question_id": "q_lunch",
       "text": "Did he eat lunch today?",
-      "answer": "It was not observed on camera whether he ate lunch today.",
+      "answer": "Not observed on camera.",
       "evidence_event_ids": []
     },
     {
       "question_id": "q_visitors",
       "text": "Did anyone visit today?",
-      "answer": "Yes, 2 visitors were observed on camera. A woman arrived at 10:13:29 and left at 10:59:07 (about 46 minutes); a man arrived at 10:59:07 and left at 11:29:07 (about 30 minutes).",
+      "answer": "Yes, 2 visitors were observed on camera. A woman arrived at 10:13:29 and left at 10:50:25 (about 37 minutes); a man arrived at 10:56:29 and left at 11:25:21 (about 29 minutes).",
       "evidence_event_ids": [
-        "event_002",
+        "event_003",
         "event_004"
       ]
     },
@@ -262,9 +254,10 @@
     {
       "question_id": "q_time_1100",
       "text": "What happened at 11:00 AM?",
-      "answer": "At 11:00 AM, Resident A was working at the desk, interacting with a woman.",
+      "answer": "At 11:00 AM, Resident A was working at the desk and talking with a visitor, a man.",
       "evidence_event_ids": [
-        "event_003"
+        "event_002",
+        "event_004"
       ]
     }
   ],
@@ -291,16 +284,17 @@
       "answer": "Yes, he fell today.",
       "confidence": "high",
       "evidence_event_ids": [
-        "event_006"
+        "event_005"
       ]
     }
   },
   "verified_falls": [
     {
-      "start_time": "2026-08-07T11:32:20-07:00",
-      "end_time": "2026-08-07T11:32:30-07:00",
+      "start_time": "2026-08-07T11:32:06-07:00",
+      "end_time": "2026-08-07T11:32:16-07:00",
+      "getup_time": "2026-08-07T11:32:50-07:00",
       "person": "Person A",
-      "description": "A man in a blue sweater and beige pants is sitting at a desk, then suddenly leans forward and collapses onto the floor, lying face down with his arms extended. He remains motionless on the floor for the rest of the clip."
+      "description": "Person A is sitting at a desk, then suddenly leans forward and collapses onto the floor, lying face down with his arms extended. He remains motionless on the floor for about 40 seconds. Person A gets up at 11:32:50."
     }
   ],
   "rejected_falls": [
@@ -308,7 +302,7 @@
       "start_time": "2026-08-07T10:26:22-07:00",
       "end_time": "2026-08-07T10:26:32-07:00",
       "person": "Person A",
-      "description": "A man in a blue sweater sits in a rolling chair, occasionally adjusting his posture and touching his head. A woman with long hair sits across from him, facing him, and remains still throughout the clip. Neither person falls or shows any sudden movement."
+      "description": "A man in a blue sweater sits in a rolling chair, occasionally adjusting his posture and touching his head. A woman with long hair sits across from him, facing him, and remains still. Neither person falls or shows any sudden movement."
     },
     {
       "start_time": "2026-08-07T10:27:02-07:00",
@@ -320,43 +314,43 @@
       "start_time": "2026-08-07T10:31:54-07:00",
       "end_time": "2026-08-07T10:31:58-07:00",
       "person": "Person B",
-      "description": "A man in a blue sweater is standing near a whiteboard, gesturing and pointing at diagrams. A woman is seated in a chair, facing him, and appears to be taking notes or looking at a tablet. Neither person falls during the clip."
+      "description": "A man in a blue sweater is standing near a whiteboard, gesturing and pointing at diagrams. A woman is seated in a chair, facing him, and appears to be taking notes or looking at a tablet. Neither person falls."
     },
     {
       "start_time": "2026-08-07T10:33:29-07:00",
       "end_time": "2026-08-07T10:33:30-07:00",
       "person": "Person A",
-      "description": "A man in a blue sweater stands near a whiteboard, gesturing and then sits down at his desk. A woman sits in a chair, reading a book, and remains seated throughout the clip."
+      "description": "A man in a blue sweater stands near a whiteboard, gesturing and then sits down at his desk. A woman sits in a chair, reading a book, and remains seated."
     },
     {
       "start_time": "2026-08-07T10:33:37-07:00",
       "end_time": "2026-08-07T10:33:38-07:00",
       "person": "Person A",
-      "description": "A man in a blue sweater stands near a whiteboard, gesturing and then sits down at his desk. A woman sits in a chair, reading a book, and remains seated throughout the clip."
+      "description": "A man in a blue sweater stands near a whiteboard, gesturing and then sits down at his desk. A woman sits in a chair, reading a book, and remains seated."
     },
     {
       "start_time": "2026-08-07T10:46:18-07:00",
       "end_time": "2026-08-07T10:46:23-07:00",
       "person": "Person A",
-      "description": "A man in a blue sweater and beige pants is seated at a desk, gesturing with his hands while talking. A woman in a beige coat is seated across from him, facing him. Neither person falls during the clip."
+      "description": "A man in a blue sweater and beige pants is seated at a desk, gesturing with his hands while talking. A woman in a beige coat is seated across from him, facing him. Neither person falls."
     },
     {
       "start_time": "2026-08-07T10:52:59-07:00",
       "end_time": "2026-08-07T10:53:05-07:00",
       "person": "Person A",
-      "description": "A man in a blue sweater is seated at a desk working on a computer. Another man in a gray hoodie enters the room, walks to a purple chair, sits down, and begins to observe the first man. Neither person falls during the clip."
+      "description": "A man in a blue sweater is seated at a desk working on a computer. Another man in a gray hoodie enters the room, walks to a purple chair, sits down, and begins to observe the first man. Neither person falls."
     },
     {
       "start_time": "2026-08-07T10:53:32-07:00",
       "end_time": "2026-08-07T10:53:33-07:00",
       "person": "Person A",
-      "description": "Two individuals are present in the office. One is seated at the desk working on a computer, while the other is seated nearby. The person at the desk briefly pauses and then continues working, and the other person stands up and walks toward the desk. No falls occur during the clip."
+      "description": "Two individuals are present in the office. One is seated at the desk working on a computer, while the other is seated nearby. The person at the desk briefly pauses and then continues working, and the other person stands up and walks toward the desk. No falls occur."
     },
     {
       "start_time": "2026-08-07T10:53:53-07:00",
       "end_time": "2026-08-07T10:53:57-07:00",
-      "person": null,
-      "description": "Two individuals are present in the office. One is seated at a desk working on a computer, while the other is initially seated on a chair, then stands up and walks toward the desk. Neither person falls during the clip."
+      "person": "Person A",
+      "description": "Two individuals are present in the office. One is seated at a desk working on a computer, while the other is initially seated on a chair, then stands up and walks toward the desk. Neither person falls."
     },
     {
       "start_time": "2026-08-07T10:54:46-07:00",
@@ -368,7 +362,7 @@
       "start_time": "2026-08-07T10:55:46-07:00",
       "end_time": "2026-08-07T10:55:47-07:00",
       "person": "Person A",
-      "description": "Two men are in an office. One is seated at a desk working on a computer, while the other stands nearby, then walks over to the desk and interacts with the seated man. Neither person falls during the clip."
+      "description": "Two men are in an office. One is seated at a desk working on a computer, while the other stands nearby, then walks over to the desk and interacts with the seated man. Neither person falls."
     },
     {
       "start_time": "2026-08-07T10:59:44-07:00",
@@ -386,19 +380,19 @@
       "start_time": "2026-08-07T11:03:55-07:00",
       "end_time": "2026-08-07T11:04:05-07:00",
       "person": "Person A",
-      "description": "Two men are in an office setting, one standing and one seated at a desk. The standing man gestures and moves his hands while talking, and the seated man responds with hand gestures and occasional head movements. Neither person falls or loses balance during the clip."
+      "description": "Two men are in an office setting, one standing and one seated at a desk. The standing man gestures and moves his hands while talking, and the seated man responds with hand gestures and occasional head movements. Neither person falls or loses balance."
     },
     {
       "start_time": "2026-08-07T11:06:41-07:00",
       "end_time": "2026-08-07T11:06:51-07:00",
       "person": "Person A",
-      "description": "Two men are in an office setting. One man is seated in a chair, while the other stands nearby. They appear to be engaged in a conversation, with occasional gestures and movements. Neither person falls during the clip."
+      "description": "Two men are in an office setting. One man is seated in a chair, while the other stands nearby. They appear to be engaged in a conversation, with occasional gestures and movements. Neither person falls."
     },
     {
       "start_time": "2026-08-07T11:14:09-07:00",
       "end_time": "2026-08-07T11:14:19-07:00",
       "person": "Person C",
-      "description": "Two men are in an office setting. One man in a grey hoodie stands near a desk, occasionally touching his head. The other man, wearing a blue sweater, sits at the desk using a computer. Neither person falls during the clip."
+      "description": "Two men are in an office setting. One man in a grey hoodie stands near a desk, occasionally touching his head. The other man, wearing a blue sweater, sits at the desk using a computer. Neither person falls."
     },
     {
       "start_time": "2026-08-07T11:21:22-07:00",
@@ -416,9 +410,9 @@
       "start_time": "2026-08-07T11:22:44-07:00",
       "end_time": "2026-08-07T11:22:54-07:00",
       "person": "Person A",
-      "description": "Two men are in an office setting. One man is seated at a desk, while the other stands nearby. The seated man stretches his arms above his head, and the standing man gestures with his hands. Neither person falls or loses balance during the clip."
+      "description": "Two men are in an office setting. One man is seated at a desk, while the other stands nearby. The seated man stretches his arms above his head, and the standing man gestures with his hands. Neither person falls or loses balance."
     }
   ],
-  "llm_seconds": 16.4,
+  "llm_seconds": 16.1,
   "disclaimer": "This summary was generated from camera-based VLM analysis. It may not capture every activity and does not provide a medical diagnosis."
 }

results/day_6_1fps/json_summary/daily_summary.txt

@@ -1,20 +1,20 @@
 People:
 - Person A - resident (adult, man, blue top, beige pants, grey short hair, glasses); present 00:59:22-01:17:42, 01:19:07-03:27:36 (146 min total)
-- Person B - visitor (adult, woman, dark top, dark pants, dark long hair); present 01:13:29-01:59:07 (45 min total)
-- Person C - visitor (adult, man, grey top, dark pants, dark short hair); present 01:59:07-02:29:07 (30 min total)
+- Person B - visitor (adult, woman, dark top, dark pants, dark long hair); present 01:13:29-01:50:25 (36 min total)
+- Person C - visitor (adult, man, grey top, dark pants, dark short hair); present 01:56:29-02:25:21 (28 min total)
 
 1. Timeline:  
-00:00:00 - 00:59:07: Nobody visible on camera.  
-00:59:22 - 01:17:42: Person A enters the room, places a backpack on the floor, sits on the chair, and works at the computer.  
-01:19:07 - 01:29:07: Person A sits at the desk and talks to Person B.  
-01:29:07 - 01:39:05: Person A explains something on the whiteboard while standing, then sits down and continues talking while seated.  
-01:39:07 - 02:09:07: Person A sits at the desk and works on the computer, occasionally interacting with others.  
-02:09:07 - 02:17:25: Person A continues working on the computer and interacting with others.  
-02:19:07 - 02:29:07: Person A sits at the desk and talks to Person C.  
-02:29:07 - 02:32:20: Person A sits at the desk and works on the computer.  
-02:32:20 - 02:32:30: Person A suddenly leans forward and collapses onto the floor, lying face down with his arms extended.  
-02:32:30 - 02:39:07: Person A remains motionless on the floor.  
-02:39:07 - 03:27:36: Person A continues working on the computer, occasionally touching his face or using the phone.  
+00:00:00 - 00:59:07: Nobody visible on camera.
+00:59:22 - 01:17:42: Person A enters the room, places a backpack on the floor, sits on the chair, and works at the computer.
+01:19:07 - 01:29:07: Person A sits at the desk, talks to a woman (Person B), stands up, points at the whiteboard, and continues talking.
+01:29:07 - 01:39:05: Person A explains something on the whiteboard while standing, then sits down and continues talking.
+01:39:07 - 02:09:07: Person A sits at the desk, works on the computer, and occasionally interacts with others.
+02:09:07 - 02:17:25: Person A continues working on the computer and interacts with others.
+02:19:07 - 02:29:07: Person A sits at the desk and talks to another man (Person C).
+02:29:07 - 02:39:07: Person A continues working on the computer.
+02:32:06 - 02:32:50: Person A falls and lies face down on the floor for about 40 seconds, then gets up.
+02:39:07 - 03:27:53: Person A resumes working on the computer.
 03:27:53 - 03:30:52: Person A puts on a backpack and jacket, an orange vest, and leaves the room.
+
 2. Notable events:  
-02:32:20 - 02:32:30: Person A falls to the floor, lying face down with arms extended. He remains motionless for the rest of the clip.
+02:32:06 - 02:32:16: FALL - Person A is sitting at a desk, then suddenly leans forward and collapses onto the floor, lying face down with his arms extended. He remains motionless on the floor for about 40 seconds. Person A gets up at 02:32:50.

results/day_6_1fps/json_summary/reduce_log.txt

@@ -25,11 +25,8 @@ Person A - RESIDENT (adult, man, blue top, beige pants, grey short hair, glasses
   [02:19:07 - 02:29:07] sits at the desk and talks to another man
   [02:29:07 - 02:29:07] works on the computer
   [02:29:07 - 02:39:07] sits at the desk working on a computer
-  [02:32:20 - 02:32:30] FALL (verified) - Person A (RESIDENT): A man in a blue sweater and beige pants is sitting at a desk, then suddenly leans forward and collapses onto the floor, lying face down with his arms extended. He remains motionless on the floor for the rest of the clip.
+  [02:32:06 - 02:32:16] FALL (verified): Person A (RESIDENT) is sitting at a desk, then suddenly leans forward and collapses onto the floor, lying face down with his arms extended. He remains motionless on the floor for about 40 seconds. Person A gets up at 02:32:50.
   [02:39:05 - 02:39:07] ...
-  [02:39:07 - 02:39:07] falls to the floor
-  [02:39:07 - 02:39:07] lies on the floor
-  [02:39:07 - 02:39:07] sits up and walks to the desk
   [02:39:07 - 02:49:07] sits at a desk using a computer
   [02:49:07 - 02:49:07] touches face
   [02:49:07 - 02:49:07] uses phone
@@ -56,14 +53,14 @@ Person A - RESIDENT (adult, man, blue top, beige pants, grey short hair, glasses
   [03:27:53 - 03:27:53] ...reads documents while sitting at the desk...
   [03:27:53 - 03:27:53] ...puts on a backpack and leaves the room...
 
-Person B - VISITOR (adult, woman, dark top, dark pants, dark long hair). Present 01:13:29-01:59:07.
+Person B - VISITOR (adult, woman, dark top, dark pants, dark long hair). Present 01:13:29-01:50:25.
   [01:14:46 - 01:16:42] enters the room and sits on a chair
   [01:19:07 - 01:29:07] sits on chair, talking to man
   [01:29:07 - 01:39:05] **reads a book while sitting on a chair
   [01:39:07 - 01:49:07] sits on a chair reading a book
   [01:49:07 - 01:59:07] ...
 
-Person C - VISITOR (adult, man, grey top, dark pants, dark short hair). Present 01:59:07-02:29:07.
+Person C - VISITOR (adult, man, grey top, dark pants, dark short hair). Present 01:56:29-02:25:21.
   [01:59:07 - 01:59:07] enters the room
   [01:59:07 - 01:59:07] sits on a chair
   [01:59:07 - 01:59:07] stands near the desk and talks to man 1

results/day_6_1fps/json_summary/summary.json

@@ -3,7 +3,7 @@
   "duration_seconds": 12652.0,
   "guided": "on",
   "map_seconds": 0.0,
-  "reduce_seconds": 33.5,
+  "reduce_seconds": 25.7,
   "segment_seconds": 600.0,
   "num_segments": 17,
   "num_segments_vlm": 15,
@@ -15,5 +15,5 @@
   "vlm_model": "Qwen/Qwen3-VL-4B-Instruct-FP8",
   "summary_model": "Qwen/Qwen3-8B-FP8",
   "segments_json": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/json_summary/segments_structured.json",
-  "daily_summary": "People:\n- Person A - resident (adult, man, blue top, beige pants, grey short hair, glasses); present 00:59:22-01:17:42, 01:19:07-03:27:36 (146 min total)\n- Person B - visitor (adult, woman, dark top, dark pants, dark long hair); present 01:13:29-01:59:07 (45 min total)\n- Person C - visitor (adult, man, grey top, dark pants, dark short hair); present 01:59:07-02:29:07 (30 min total)\n\n1. Timeline:  \n00:00:00 - 00:59:07: Nobody visible on camera.  \n00:59:22 - 01:17:42: Person A enters the room, places a backpack on the floor, sits on the chair, and works at the computer.  \n01:19:07 - 01:29:07: Person A sits at the desk and talks to Person B.  \n01:29:07 - 01:39:05: Person A explains something on the whiteboard while standing, then sits down and continues talking while seated.  \n01:39:07 - 02:09:07: Person A sits at the desk and works on the computer, occasionally interacting with others.  \n02:09:07 - 02:17:25: Person A continues working on the computer and interacting with others.  \n02:19:07 - 02:29:07: Person A sits at the desk and talks to Person C.  \n02:29:07 - 02:32:20: Person A sits at the desk and works on the computer.  \n02:32:20 - 02:32:30: Person A suddenly leans forward and collapses onto the floor, lying face down with his arms extended.  \n02:32:30 - 02:39:07: Person A remains motionless on the floor.  \n02:39:07 - 03:27:36: Person A continues working on the computer, occasionally touching his face or using the phone.  \n03:27:53 - 03:30:52: Person A puts on a backpack and jacket, an orange vest, and leaves the room.\n2. Notable events:  \n02:32:20 - 02:32:30: Person A falls to the floor, lying face down with arms extended. He remains motionless for the rest of the clip."
+  "daily_summary": "People:\n- Person A - resident (adult, man, blue top, beige pants, grey short hair, glasses); present 00:59:22-01:17:42, 01:19:07-03:27:36 (146 min total)\n- Person B - visitor (adult, woman, dark top, dark pants, dark long hair); present 01:13:29-01:50:25 (36 min total)\n- Person C - visitor (adult, man, grey top, dark pants, dark short hair); present 01:56:29-02:25:21 (28 min total)\n\n1. Timeline:  \n00:00:00 - 00:59:07: Nobody visible on camera.\n00:59:22 - 01:17:42: Person A enters the room, places a backpack on the floor, sits on the chair, and works at the computer.\n01:19:07 - 01:29:07: Person A sits at the desk, talks to a woman (Person B), stands up, points at the whiteboard, and continues talking.\n01:29:07 - 01:39:05: Person A explains something on the whiteboard while standing, then sits down and continues talking.\n01:39:07 - 02:09:07: Person A sits at the desk, works on the computer, and occasionally interacts with others.\n02:09:07 - 02:17:25: Person A continues working on the computer and interacts with others.\n02:19:07 - 02:29:07: Person A sits at the desk and talks to another man (Person C).\n02:29:07 - 02:39:07: Person A continues working on the computer.\n02:32:06 - 02:32:50: Person A falls and lies face down on the floor for about 40 seconds, then gets up.\n02:39:07 - 03:27:53: Person A resumes working on the computer.\n03:27:53 - 03:30:52: Person A puts on a backpack and jacket, an orange vest, and leaves the room.\n\n2. Notable events:  \n02:32:06 - 02:32:16: FALL - Person A is sitting at a desk, then suddenly leans forward and collapses onto the floor, lying face down with his arms extended. He remains motionless on the floor for about 40 seconds. Person A gets up at 02:32:50."
 }

results/day_6_1fps/verify/verdicts.json

@@ -43,9 +43,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 5.167,
-      "clip_save_seconds": 0.377,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_000_rejected.mp4"
+      "latency_seconds": 5.222,
+      "clip_save_seconds": 0.376,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_000_rejected.mp4"
     },
     {
       "event_id": 1,
@@ -86,9 +86,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.761,
-      "clip_save_seconds": 0.4,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_001_rejected.mp4"
+      "latency_seconds": 4.815,
+      "clip_save_seconds": 0.384,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_001_rejected.mp4"
     },
     {
       "event_id": 2,
@@ -129,9 +129,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.411,
-      "clip_save_seconds": 0.401,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_002_rejected.mp4"
+      "latency_seconds": 4.274,
+      "clip_save_seconds": 0.386,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_002_rejected.mp4"
     },
     {
       "event_id": 3,
@@ -172,9 +172,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.809,
-      "clip_save_seconds": 0.465,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_003_rejected.mp4"
+      "latency_seconds": 3.993,
+      "clip_save_seconds": 0.476,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_003_rejected.mp4"
     },
     {
       "event_id": 4,
@@ -215,9 +215,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.645,
-      "clip_save_seconds": 0.469,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_004_rejected.mp4"
+      "latency_seconds": 3.641,
+      "clip_save_seconds": 0.488,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_004_rejected.mp4"
     },
     {
       "event_id": 5,
@@ -258,9 +258,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.171,
-      "clip_save_seconds": 0.286,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_005_rejected.mp4"
+      "latency_seconds": 4.209,
+      "clip_save_seconds": 0.308,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_005_rejected.mp4"
     },
     {
       "event_id": 6,
@@ -301,9 +301,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.546,
-      "clip_save_seconds": 0.422,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_006_rejected.mp4"
+      "latency_seconds": 4.381,
+      "clip_save_seconds": 0.413,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_006_rejected.mp4"
     },
     {
       "event_id": 7,
@@ -344,9 +344,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.162,
-      "clip_save_seconds": 0.416,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_007_rejected.mp4"
+      "latency_seconds": 4.16,
+      "clip_save_seconds": 0.417,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_007_rejected.mp4"
     },
     {
       "event_id": 8,
@@ -387,9 +387,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.347,
-      "clip_save_seconds": 0.448,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_008_rejected.mp4"
+      "latency_seconds": 4.288,
+      "clip_save_seconds": 0.462,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_008_rejected.mp4"
     },
     {
       "event_id": 9,
@@ -430,9 +430,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.428,
-      "clip_save_seconds": 0.309,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_009_rejected.mp4"
+      "latency_seconds": 4.595,
+      "clip_save_seconds": 0.347,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_009_rejected.mp4"
     },
     {
       "event_id": 10,
@@ -473,9 +473,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.837,
-      "clip_save_seconds": 0.337,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_010_rejected.mp4"
+      "latency_seconds": 3.854,
+      "clip_save_seconds": 0.329,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_010_rejected.mp4"
     },
     {
       "event_id": 11,
@@ -516,9 +516,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.043,
-      "clip_save_seconds": 0.323,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_011_rejected.mp4"
+      "latency_seconds": 4.209,
+      "clip_save_seconds": 0.325,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_011_rejected.mp4"
     },
     {
       "event_id": 12,
@@ -559,9 +559,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.836,
-      "clip_save_seconds": 0.451,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_012_rejected.mp4"
+      "latency_seconds": 5.193,
+      "clip_save_seconds": 0.467,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_012_rejected.mp4"
     },
     {
       "event_id": 13,
@@ -602,9 +602,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.763,
-      "clip_save_seconds": 0.374,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_013_rejected.mp4"
+      "latency_seconds": 5.189,
+      "clip_save_seconds": 0.376,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_013_rejected.mp4"
     },
     {
       "event_id": 14,
@@ -645,9 +645,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.793,
-      "clip_save_seconds": 0.506,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_014_rejected.mp4"
+      "latency_seconds": 5.032,
+      "clip_save_seconds": 0.501,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_014_rejected.mp4"
     },
     {
       "event_id": 15,
@@ -688,9 +688,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.77,
-      "clip_save_seconds": 0.456,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_015_rejected.mp4"
+      "latency_seconds": 4.927,
+      "clip_save_seconds": 0.446,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_015_rejected.mp4"
     },
     {
       "event_id": 16,
@@ -731,9 +731,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.478,
-      "clip_save_seconds": 0.386,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_016_rejected.mp4"
+      "latency_seconds": 4.415,
+      "clip_save_seconds": 0.366,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_016_rejected.mp4"
     },
     {
       "event_id": 17,
@@ -774,9 +774,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.407,
-      "clip_save_seconds": 0.438,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_017_rejected.mp4"
+      "latency_seconds": 4.521,
+      "clip_save_seconds": 0.451,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_017_rejected.mp4"
     },
     {
       "event_id": 18,
@@ -817,9 +817,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.922,
-      "clip_save_seconds": 0.466,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_018_rejected.mp4"
+      "latency_seconds": 4.963,
+      "clip_save_seconds": 0.461,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_018_rejected.mp4"
     },
     {
       "event_id": 19,
@@ -843,7 +843,7 @@
         "manner": "collapsed from the chair",
         "description": "A man in a blue sweater and beige pants is sitting at a desk, then suddenly leans forward and collapses onto the floor, lying face down with his arms extended. He remains motionless on the floor for the rest of the clip."
       },
-      "fall_time_absolute": 18230.0,
+      "fall_time_absolute": 9126.0,
       "raw_response": "{\n  \"fall\": true,\n  \"num_people_visible\": 1,\n  \"num_people_fallen\": 1,\n  \"fall_time_seconds\": 9126.0,\n  \"location\": \"on the floor in front of the desk\",\n  \"manner\": \"collapsed from the chair\",\n  \"description\": \"A man in a blue sweater and beige pants is sitting at a desk, then suddenly leans forward and collapses onto the floor, lying face down with his arms extended. He remains motionless on the floor for the rest of the clip.\"\n}",
       "stats": {
         "num_input_video_frames": 50,
@@ -860,14 +860,14 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.794,
-      "clip_save_seconds": 0.312,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_6_1fps/verify/clips/event_019_confirmed.mp4"
+      "latency_seconds": 4.859,
+      "clip_save_seconds": 0.339,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_6/verify/clips/event_019_confirmed.mp4"
     }
   ],
-  "seconds": 97.1,
-  "avg_event_latency_seconds": 4.454,
-  "save_seconds": 8.042,
+  "seconds": 98.9,
+  "avg_event_latency_seconds": 4.537,
+  "save_seconds": 8.118,
   "memory": {
     "available": true,
     "peak_allocated_gib": 13.235,

results/day_7_1fps/json_summary/daily_report.json

@@ -4,7 +4,7 @@
   "date": "2026-08-09",
   "timezone": "America/Vancouver",
   "source": {
-    "summary_dir": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_7_1fps/json_summary",
+    "summary_dir": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/T4a/day_7/json_summary",
     "video_path": null,
     "duration_seconds": 31706.0,
     "start_time": "2026-08-09T09:00:00-07:00",
@@ -22,7 +22,7 @@
       "person": "Person A",
       "label": "RESIDENT",
       "description": "adult, man, blue top, light pants, grey short hair, glasses",
-      "present_minutes": 401.3,
+      "present_minutes": 402.9,
       "present_spans": [
         [
           "09:17:37",
@@ -42,11 +42,11 @@
       "person": "Person B",
       "label": "VISITOR",
       "description": "adult, woman, dark top, dark pants, dark short hair, glasses",
-      "present_minutes": 165.4,
+      "present_minutes": 164.8,
       "present_spans": [
         [
           "09:50:33",
-          "12:41:00"
+          "12:40:25"
         ]
       ],
       "identity_kind": "visitor",
@@ -58,11 +58,11 @@
       "person": "Person C",
       "label": "VISITOR",
       "description": "adult, man, grey top, dark pants, dark short hair, glasses",
-      "present_minutes": 15.9,
+      "present_minutes": 19.8,
       "present_spans": [
         [
-          "12:57:42",
-          "13:13:39"
+          "12:53:14",
+          "13:13:00"
         ]
       ],
       "identity_kind": "unknown",
@@ -133,15 +133,15 @@
     {
       "event_id": "event_003",
       "start_time": "2026-08-09T09:50:33-07:00",
-      "end_time": "2026-08-09T12:41:00-07:00",
+      "end_time": "2026-08-09T12:40:25-07:00",
       "activity_type": "visitor",
       "title": "Talking with visitor",
       "description": "Resident A talks with visitor A."
     },
     {
       "event_id": "event_004",
-      "start_time": "2026-08-09T12:57:42-07:00",
-      "end_time": "2026-08-09T13:13:29-07:00",
+      "start_time": "2026-08-09T12:53:14-07:00",
+      "end_time": "2026-08-09T13:13:00-07:00",
       "activity_type": "visitor",
       "title": "Talking with visitor",
       "description": "Resident A talks with a man."
@@ -153,14 +153,22 @@
       "activity_type": "working",
       "title": "Working",
       "description": "Resident A continues working."
+    },
+    {
+      "event_id": "event_006",
+      "start_time": "2026-08-09T17:17:13-07:00",
+      "end_time": "2026-08-09T17:17:13-07:00",
+      "activity_type": "leaving",
+      "title": "Leaving",
+      "description": "Resident A leaves the room."
     }
   ],
   "narrative_summary": {
-    "short_summary": "Resident A began his day by sitting on a chair, organizing items in a backpack, placing them on the desk, and reading documents to prepare for work. He then continued working at the desk, reading, writing, and using a laptop, with brief phone use and document review. At 09:50:33, he talked with visitor A. Later, at 12:57:42, he engaged in a conversation with a man. After that, he resumed his work, continuing to focus on his tasks without interruption.",
-    "full_summary": "Resident A began the day by sitting on a chair at 09:17:37. He organized items in a backpack, placed them on the desk, and read documents as he prepared for work. This activity continued until 09:20:55.  \n\nAt 09:27:23, Resident A resumed working at the desk. He spent the next several hours reading, writing, and using a laptop. There were brief moments of phone use and document review throughout this time, and this work session continued until 14:17:44.  \n\nDuring this period, Resident A had two conversations with visitors. First, at 09:50:33, he talked with visitor A. Later, at 12:57:42, he engaged in a conversation with a man. These interactions took place within the broader context of his work session.  \n\nThe conversation with the man ended at 13:13:29. After that, Resident A returned to his work. He continued working from 15:16:42 until 17:17:13.",
+    "short_summary": "Resident A began his day by sitting on a chair, organizing items in a backpack, placing them on the desk, and reading documents to prepare for work. He then continued working at the desk, reading, writing, and using a laptop, with brief phone use and document review. At 09:50:33, he talked with visitor A. Later, at 12:53:14, he engaged in a conversation with a man. He resumed his work after the conversation. Towards the end of the day, at 17:17:13, Resident A left the room.",
+    "full_summary": "Resident A began the day by sitting on a chair at 09:17:37. They spent the next few minutes organizing items in a backpack, placing them on the desk, and reading documents as they prepared for work. This activity continued until 09:20:55.\n\nAt 09:27:23, Resident A resumed working at the desk. They spent the next several hours reading, writing, and using a laptop. There were brief moments of phone use and document review throughout this time, and this work session continued until 14:17:44.\n\nDuring this period, from 09:50:33 to 12:40:25, Resident A engaged in a conversation with visitor A. Later, from 12:53:14 to 13:13:00, Resident A spoke with a man.\n\nAfter a short break, Resident A returned to work and continued working from 15:16:42 to 17:17:13. At exactly 17:17:13, Resident A left the room.",
     "key_observations": [
       "No falls were detected.",
-      "2 visitors were present (total about 3.0 hours).",
+      "2 visitors were present (total about 3.1 hours).",
       "Active time was 92% higher than the previous-days average.",
       "Longest visible inactive period was 26 minutes."
     ]
@@ -227,7 +235,7 @@
     {
       "question_id": "q_visitors",
       "text": "Did anyone visit today?",
-      "answer": "Yes, 2 visitors were observed on camera. Visitor A arrived at 09:50:33 and left at 12:41:00 (about 2.8 hours); a man arrived at 12:57:42 and left at 13:13:39 (about 16 minutes).",
+      "answer": "Yes, 2 visitors were observed on camera. Visitor A arrived at 09:50:33 and left at 12:40:25 (on camera for about 2.7 hours); a man arrived at 12:53:14 and left at 13:13:00 (about 20 minutes).",
       "evidence_event_ids": [
         "event_003",
         "event_004"
@@ -242,7 +250,7 @@
     {
       "question_id": "q_time_1100",
       "text": "What happened at 11:00 AM?",
-      "answer": "At 11:00 AM, Resident A was working at the desk, reading, writing, and using a laptop, with brief phone use and document review.",
+      "answer": "At 11:00 AM, Resident A was working at the desk, reading, writing, and using a laptop. Visitor A was also present on camera.",
       "evidence_event_ids": [
         "event_002",
         "event_003"
@@ -298,31 +306,31 @@
       "start_time": "2026-08-09T12:25:31-07:00",
       "end_time": "2026-08-09T12:25:41-07:00",
       "person": "Person A",
-      "description": "A man and a woman are seated in an office, working on documents and using computers. The man occasionally shifts his position and leans back in his chair, while the woman remains focused on her papers. There is no sudden movement or fall observed in the clip."
+      "description": "A man and a woman are seated in an office, working on documents and using computers. The man occasionally shifts his position and leans back in his chair, while the woman remains focused on her papers. There is no sudden movement or fall observed."
     },
     {
       "start_time": "2026-08-09T12:53:05-07:00",
       "end_time": "2026-08-09T12:53:06-07:00",
       "person": null,
-      "description": "A man in a blue sweater is seated at a desk, then stands up and walks to the window. Another man enters the room and sits in a chair. Neither person falls during the clip."
+      "description": "A man in a blue sweater is seated at a desk, then stands up and walks to the window. Another man enters the room and sits in a chair. Neither person falls."
     },
     {
       "start_time": "2026-08-09T12:53:09-07:00",
       "end_time": "2026-08-09T12:53:10-07:00",
       "person": null,
-      "description": "A man in a blue sweater is sitting in a chair at his desk, then stands up and walks to the window. Another man in a gray hoodie enters the room and sits in a chair. Neither person falls during the clip."
+      "description": "A man in a blue sweater is sitting in a chair at his desk, then stands up and walks to the window. Another man in a gray hoodie enters the room and sits in a chair. Neither person falls."
     },
     {
       "start_time": "2026-08-09T12:53:53-07:00",
       "end_time": "2026-08-09T12:54:03-07:00",
       "person": null,
-      "description": "Two men are in an office setting. One man in a blue sweater moves around the room, sitting in a chair and then using a laptop. The other man, wearing a grey hoodie, remains seated and appears to be writing or reading. Neither person falls during the clip."
+      "description": "Two men are in an office setting. One man in a blue sweater moves around the room, sitting in a chair and then using a laptop. The other man, wearing a grey hoodie, remains seated and appears to be writing or reading. Neither person falls."
     },
     {
       "start_time": "2026-08-09T12:55:33-07:00",
       "end_time": "2026-08-09T12:55:34-07:00",
       "person": null,
-      "description": "Two men are seated in an office. One man in a blue sweater is sitting in a chair with his arms crossed, then leans forward to pick up a document. The other man, wearing a gray hoodie, is seated facing him and gesturing with his hands while speaking. Neither person falls during the clip."
+      "description": "Two men are seated in an office. One man in a blue sweater is sitting in a chair with his arms crossed, then leans forward to pick up a document. The other man, wearing a gray hoodie, is seated facing him and gesturing with his hands while speaking. Neither person falls."
     },
     {
       "start_time": "2026-08-09T12:55:54-07:00",
@@ -352,9 +360,9 @@
       "start_time": "2026-08-09T17:16:47-07:00",
       "end_time": "2026-08-09T17:16:48-07:00",
       "person": "Person A",
-      "description": "A man in a black jacket and khaki pants is seen putting on a high-visibility vest and then a backpack. He walks around the office, adjusting his gear, and does not fall or lose balance at any point."
+      "description": "Person A is seen putting on a high-visibility vest and then a backpack. He walks around the office, adjusting his gear, and does not fall or lose balance at any point."
     }
   ],
-  "llm_seconds": 19.2,
+  "llm_seconds": 15.9,
   "disclaimer": "This summary was generated from camera-based VLM analysis. It may not capture every activity and does not provide a medical diagnosis."
 }

results/day_7_1fps/json_summary/daily_summary.txt

@@ -1,23 +1,27 @@
 People:
-- Person A - resident (adult, man, blue top, light pants, grey short hair, glasses); present 00:17:37-00:26:28, 00:27:46-00:46:39, 00:47:52-03:35:17, 03:37:42-04:13:29, 04:22:02-04:55:23, 04:56:30-05:17:43, 06:16:42-06:20:30, 06:22:36-06:40:59, 06:42:36-08:17:13 (401 min total)
-- Person B - visitor (adult, woman, dark top, dark pants, dark short hair, glasses); present 00:50:33-01:12:38, 01:17:42-03:41:00 (165 min total)
-- Person C - visitor (adult, man, grey top, dark pants, dark short hair, glasses); present 03:57:42-04:13:39 (15 min total)
+- Person A - resident (adult, man, blue top, light pants, grey short hair, glasses); present 00:17:37-00:26:28, 00:27:46-00:46:39, 00:47:52-03:35:17, 03:37:42-04:13:29, 04:22:02-04:55:23, 04:56:30-05:17:43, 06:16:42-06:20:30, 06:22:36-08:17:13 (402 min total)
+- Person B - visitor (adult, woman, dark top, dark pants, dark short hair, glasses); present 00:50:33-01:12:38, 01:17:42-03:40:25 (164 min total)
+- Person C - visitor (adult, man, grey top, dark pants, dark short hair, glasses); present 03:53:14-04:13:00 (19 min total)
 
 1. Timeline:  
 00:00:00 - 00:17:37: Nobody visible on camera.
-00:17:37 - 00:26:28: Person A organizes items, reads documents, and works at the desk.
-00:27:23 - 00:46:49: Person A works at the desk, uses computer, and interacts with documents.
-00:47:42 - 01:07:42: Person A works at the desk, reads documents, and interacts with a woman.
-01:07:42 - 02:57:42: Person A works at the desk, reads, writes, and interacts with a woman.
-02:57:42 - 03:35:17: Person A works at the desk, reads, and interacts with a woman.
-03:37:42 - 03:41:00: Person B sits at the desk and writes on paper.
-03:41:00 - 03:57:42: Person B works at the desk and reads documents.
-03:57:42 - 04:13:39: Person C enters the room and sits at the desk.
-04:13:39 - 04:22:02: Nobody visible on camera.
-04:22:02 - 05:17:43: Person A works at the desk, uses computer, and interacts with a man.
-05:17:48 - 06:16:32: Nobody visible on camera.
-06:16:42 - 08:17:13: Person A works at the desk, uses computer, and interacts with documents.
-08:17:13 - 08:48:26: Nobody visible on camera.
+00:17:37 - 00:26:28: Person A organizes items, reads documents, and works at the desk
+00:27:23 - 00:46:49: Person A works at the desk, uses computer, and reads documents
+00:47:42 - 01:07:42: Person A works at the desk, reads documents, and interacts with others
+01:07:42 - 01:47:42: Person A reads, writes, and works at the desk
+01:47:42 - 02:17:58: Person A writes, reads, and interacts with others at the desk
+02:17:42 - 02:57:42: Person A works at the desk, reads, and interacts with others
+02:57:42 - 03:35:17: Person A reads, writes, and works at the desk
+03:37:42 - 03:41:00: Person A walks to the door and leaves
+03:47:42 - 04:13:29: Person A works at the desk and interacts with others
+04:13:39 - 04:21:50: Nobody visible on camera.
+04:22:02 - 04:55:23: Person A enters, uses computer, and works at the desk
+04:56:30 - 05:17:43: Person A works at the desk and uses phone
+05:17:53 - 06:16:32: Nobody visible on camera.
+06:16:42 - 06:20:30: Person A works at the desk
+06:22:36 - 06:40:59: Person A works at the desk
+06:42:36 - 08:17:13: Person A works at the desk and uses computer
 
+08:17:13 - 08:48:26: Nobody visible on camera.
 2. Notable events:  
 None.

results/day_7_1fps/json_summary/reduce_log.txt

@@ -1,4 +1,4 @@
-Person A - RESIDENT (adult, man, blue top, light pants, grey short hair, glasses). Present 00:17:37-00:26:28, 00:27:46-00:46:39, 00:47:52-03:35:17, 03:37:42-04:13:29, 04:22:02-04:55:23, 04:56:30-05:17:43, 06:16:42-06:20:30, 06:22:36-06:40:59, 06:42:36-08:17:13.
+Person A - RESIDENT (adult, man, blue top, light pants, grey short hair, glasses). Present 00:17:37-00:26:28, 00:27:46-00:46:39, 00:47:52-03:35:17, 03:37:42-04:13:29, 04:22:02-04:55:23, 04:56:30-05:17:43, 06:16:42-06:20:30, 06:22:36-08:17:13.
   [00:17:37 - 00:17:40] sits on a chair
   [00:17:40 - 00:19:22] organizes items in a backpack
   [00:19:22 - 00:20:04] places items on the desk and files
@@ -137,7 +137,7 @@ Person A - RESIDENT (adult, man, blue top, light pants, grey short hair, glasses
   [08:17:13 - 08:17:13] puts the document in a bag and walks to the filing cabinet
   [08:17:13 - 08:17:13] ...
 
-Person B - VISITOR (adult, woman, dark top, dark pants, dark short hair, glasses). Present 00:50:33-01:12:38, 01:17:42-03:41:00.
+Person B - VISITOR (adult, woman, dark top, dark pants, dark short hair, glasses). Present 00:50:33-01:12:38, 01:17:42-03:40:25.
   [00:53:05 - 00:57:42] enters the room and sits on a chair
   [00:57:42 - 01:07:42] sits at the desk reading papers
   [01:07:42 - 01:12:48] ...
@@ -153,7 +153,7 @@ Person B - VISITOR (adult, woman, dark top, dark pants, dark short hair, glasses
   [03:27:42 - 03:37:42] sits on a chair, reading papers and writing on them
   [03:37:42 - 03:41:00] ...
 
-Person C - VISITOR (adult, man, grey top, dark pants, dark short hair, glasses). Present 03:57:42-04:13:39.
+Person C - VISITOR (adult, man, grey top, dark pants, dark short hair, glasses). Present 03:53:14-04:13:00.
   [03:57:42 - 03:57:42] ...enters the room and sits down
   [03:57:42 - 04:13:39] ...
 

results/day_7_1fps/json_summary/summary.json

@@ -3,7 +3,7 @@
   "duration_seconds": 31706.0,
   "guided": "on",
   "map_seconds": 0.0,
-  "reduce_seconds": 30.1,
+  "reduce_seconds": 26.6,
   "segment_seconds": 600.0,
   "num_segments": 53,
   "num_segments_vlm": 44,
@@ -15,5 +15,5 @@
   "vlm_model": "Qwen/Qwen3-VL-4B-Instruct-FP8",
   "summary_model": "Qwen/Qwen3-8B-FP8",
   "segments_json": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_7_1fps/json_summary/segments_structured.json",
-  "daily_summary": "People:\n- Person A - resident (adult, man, blue top, light pants, grey short hair, glasses); present 00:17:37-00:26:28, 00:27:46-00:46:39, 00:47:52-03:35:17, 03:37:42-04:13:29, 04:22:02-04:55:23, 04:56:30-05:17:43, 06:16:42-06:20:30, 06:22:36-06:40:59, 06:42:36-08:17:13 (401 min total)\n- Person B - visitor (adult, woman, dark top, dark pants, dark short hair, glasses); present 00:50:33-01:12:38, 01:17:42-03:41:00 (165 min total)\n- Person C - visitor (adult, man, grey top, dark pants, dark short hair, glasses); present 03:57:42-04:13:39 (15 min total)\n\n1. Timeline:  \n00:00:00 - 00:17:37: Nobody visible on camera.\n00:17:37 - 00:26:28: Person A organizes items, reads documents, and works at the desk.\n00:27:23 - 00:46:49: Person A works at the desk, uses computer, and interacts with documents.\n00:47:42 - 01:07:42: Person A works at the desk, reads documents, and interacts with a woman.\n01:07:42 - 02:57:42: Person A works at the desk, reads, writes, and interacts with a woman.\n02:57:42 - 03:35:17: Person A works at the desk, reads, and interacts with a woman.\n03:37:42 - 03:41:00: Person B sits at the desk and writes on paper.\n03:41:00 - 03:57:42: Person B works at the desk and reads documents.\n03:57:42 - 04:13:39: Person C enters the room and sits at the desk.\n04:13:39 - 04:22:02: Nobody visible on camera.\n04:22:02 - 05:17:43: Person A works at the desk, uses computer, and interacts with a man.\n05:17:48 - 06:16:32: Nobody visible on camera.\n06:16:42 - 08:17:13: Person A works at the desk, uses computer, and interacts with documents.\n08:17:13 - 08:48:26: Nobody visible on camera.\n\n2. Notable events:  \nNone."
+  "daily_summary": "People:\n- Person A - resident (adult, man, blue top, light pants, grey short hair, glasses); present 00:17:37-00:26:28, 00:27:46-00:46:39, 00:47:52-03:35:17, 03:37:42-04:13:29, 04:22:02-04:55:23, 04:56:30-05:17:43, 06:16:42-06:20:30, 06:22:36-08:17:13 (402 min total)\n- Person B - visitor (adult, woman, dark top, dark pants, dark short hair, glasses); present 00:50:33-01:12:38, 01:17:42-03:40:25 (164 min total)\n- Person C - visitor (adult, man, grey top, dark pants, dark short hair, glasses); present 03:53:14-04:13:00 (19 min total)\n\n1. Timeline:  \n00:00:00 - 00:17:37: Nobody visible on camera.\n00:17:37 - 00:26:28: Person A organizes items, reads documents, and works at the desk\n00:27:23 - 00:46:49: Person A works at the desk, uses computer, and reads documents\n00:47:42 - 01:07:42: Person A works at the desk, reads documents, and interacts with others\n01:07:42 - 01:47:42: Person A reads, writes, and works at the desk\n01:47:42 - 02:17:58: Person A writes, reads, and interacts with others at the desk\n02:17:42 - 02:57:42: Person A works at the desk, reads, and interacts with others\n02:57:42 - 03:35:17: Person A reads, writes, and works at the desk\n03:37:42 - 03:41:00: Person A walks to the door and leaves\n03:47:42 - 04:13:29: Person A works at the desk and interacts with others\n04:13:39 - 04:21:50: Nobody visible on camera.\n04:22:02 - 04:55:23: Person A enters, uses computer, and works at the desk\n04:56:30 - 05:17:43: Person A works at the desk and uses phone\n05:17:53 - 06:16:32: Nobody visible on camera.\n06:16:42 - 06:20:30: Person A works at the desk\n06:22:36 - 06:40:59: Person A works at the desk\n06:42:36 - 08:17:13: Person A works at the desk and uses computer\n\n08:17:13 - 08:48:26: Nobody visible on camera.\n2. Notable events:  \nNone."
 }

results/day_7_1fps/verify/verdicts.json

@@ -43,9 +43,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.739,
-      "clip_save_seconds": 0.4,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_7_1fps/verify/clips/event_000_rejected.mp4"
+      "latency_seconds": 5.113,
+      "clip_save_seconds": 0.43,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_7/verify/clips/event_000_rejected.mp4"
     },
     {
       "event_id": 1,
@@ -86,9 +86,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.167,
-      "clip_save_seconds": 0.332,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_7_1fps/verify/clips/event_001_rejected.mp4"
+      "latency_seconds": 4.44,
+      "clip_save_seconds": 0.365,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_7/verify/clips/event_001_rejected.mp4"
     },
     {
       "event_id": 2,
@@ -129,9 +129,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.921,
-      "clip_save_seconds": 0.304,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_7_1fps/verify/clips/event_002_rejected.mp4"
+      "latency_seconds": 4.272,
+      "clip_save_seconds": 0.313,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_7/verify/clips/event_002_rejected.mp4"
     },
     {
       "event_id": 3,
@@ -172,9 +172,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.722,
-      "clip_save_seconds": 0.464,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_7_1fps/verify/clips/event_003_rejected.mp4"
+      "latency_seconds": 5.332,
+      "clip_save_seconds": 0.512,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_7/verify/clips/event_003_rejected.mp4"
     },
     {
       "event_id": 4,
@@ -215,9 +215,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.72,
-      "clip_save_seconds": 0.357,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_7_1fps/verify/clips/event_004_rejected.mp4"
+      "latency_seconds": 3.97,
+      "clip_save_seconds": 0.447,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_7/verify/clips/event_004_rejected.mp4"
     },
     {
       "event_id": 5,
@@ -258,9 +258,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.832,
-      "clip_save_seconds": 0.358,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_7_1fps/verify/clips/event_005_rejected.mp4"
+      "latency_seconds": 4.219,
+      "clip_save_seconds": 0.394,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_7/verify/clips/event_005_rejected.mp4"
     },
     {
       "event_id": 6,
@@ -301,9 +301,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.724,
-      "clip_save_seconds": 0.421,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_7_1fps/verify/clips/event_006_rejected.mp4"
+      "latency_seconds": 7.749,
+      "clip_save_seconds": 0.744,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_7/verify/clips/event_006_rejected.mp4"
     },
     {
       "event_id": 7,
@@ -344,9 +344,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.027,
-      "clip_save_seconds": 0.275,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_7_1fps/verify/clips/event_007_rejected.mp4"
+      "latency_seconds": 4.834,
+      "clip_save_seconds": 0.28,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_7/verify/clips/event_007_rejected.mp4"
     },
     {
       "event_id": 8,
@@ -387,9 +387,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.556,
-      "clip_save_seconds": 0.33,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_7_1fps/verify/clips/event_008_rejected.mp4"
+      "latency_seconds": 5.034,
+      "clip_save_seconds": 0.338,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_7/verify/clips/event_008_rejected.mp4"
     },
     {
       "event_id": 9,
@@ -431,9 +431,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.649,
-      "clip_save_seconds": 0.39,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_7_1fps/verify/clips/event_009_rejected.mp4"
+      "latency_seconds": 4.971,
+      "clip_save_seconds": 0.491,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_7/verify/clips/event_009_rejected.mp4"
     },
     {
       "event_id": 10,
@@ -474,9 +474,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.943,
-      "clip_save_seconds": 0.392,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_7_1fps/verify/clips/event_010_rejected.mp4"
+      "latency_seconds": 6.026,
+      "clip_save_seconds": 0.593,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_7/verify/clips/event_010_rejected.mp4"
     },
     {
       "event_id": 11,
@@ -517,9 +517,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.839,
-      "clip_save_seconds": 0.433,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_7_1fps/verify/clips/event_011_rejected.mp4"
+      "latency_seconds": 9.869,
+      "clip_save_seconds": 0.471,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_7/verify/clips/event_011_rejected.mp4"
     },
     {
       "event_id": 12,
@@ -560,14 +560,14 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.018,
-      "clip_save_seconds": 0.414,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_7_1fps/verify/clips/event_012_rejected.mp4"
+      "latency_seconds": 4.251,
+      "clip_save_seconds": 0.447,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_7/verify/clips/event_012_rejected.mp4"
     }
   ],
-  "seconds": 60.7,
-  "avg_event_latency_seconds": 4.297,
-  "save_seconds": 4.87,
+  "seconds": 75.9,
+  "avg_event_latency_seconds": 5.391,
+  "save_seconds": 5.825,
   "memory": {
     "available": true,
     "peak_allocated_gib": 13.24,

results/day_8_1fps/json_summary/daily_report.json

@@ -4,7 +4,7 @@
   "date": "2026-08-10",
   "timezone": "America/Vancouver",
   "source": {
-    "summary_dir": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_8_1fps/json_summary",
+    "summary_dir": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/T4a/day_8/json_summary",
     "video_path": null,
     "duration_seconds": 29002.0,
     "start_time": "2026-08-10T09:00:00-07:00",
@@ -42,11 +42,11 @@
       "person": "Person B",
       "label": "VISITOR",
       "description": "adult, man, dark top, dark pants, dark short hair, glasses",
-      "present_minutes": 44.0,
+      "present_minutes": 42.0,
       "present_spans": [
         [
           "09:52:33",
-          "10:41:50"
+          "10:39:45"
         ]
       ],
       "identity_kind": "unknown",
@@ -58,11 +58,11 @@
       "person": "Person C",
       "label": "VISITOR",
       "description": "adult, woman, dark top, dark pants, dark short hair",
-      "present_minutes": 69.6,
+      "present_minutes": 67.4,
       "present_spans": [
         [
-          "11:03:36",
-          "12:03:36"
+          "10:58:21",
+          "11:56:10"
         ],
         [
           "12:47:07",
@@ -168,19 +168,19 @@
     },
     {
       "event_id": "event_005",
-      "start_time": "2026-08-10T11:03:36-07:00",
-      "end_time": "2026-08-10T11:57:22-07:00",
+      "start_time": "2026-08-10T10:58:21-07:00",
+      "end_time": "2026-08-10T11:56:10-07:00",
       "activity_type": "visitor",
-      "title": "Writing",
-      "description": "Resident A sits at the desk writing on paper, occasionally using the laptop, and has conversations with a woman."
+      "title": "Talking with visitor",
+      "description": "Resident A talks with a woman."
     },
     {
       "event_id": "event_006",
       "start_time": "2026-08-10T11:03:36-07:00",
-      "end_time": "2026-08-10T12:03:36-07:00",
+      "end_time": "2026-08-10T11:57:22-07:00",
       "activity_type": "visitor",
-      "title": "Talking with visitor",
-      "description": "Resident A talks with a woman."
+      "title": "Writing",
+      "description": "Resident A sits at the desk writing on paper, occasionally using the laptop, and has conversations with a woman."
     },
     {
       "event_id": "event_007",
@@ -213,14 +213,22 @@
       "activity_type": "visitor",
       "title": "Talking with visitor",
       "description": "Resident A talks with a man."
+    },
+    {
+      "event_id": "event_011",
+      "start_time": "2026-08-10T16:49:14-07:00",
+      "end_time": "2026-08-10T16:49:14-07:00",
+      "activity_type": "leaving",
+      "title": "Leaving",
+      "description": "Resident A leaves the room."
     }
   ],
   "narrative_summary": {
-    "short_summary": "Resident A arrived at 09:33:26, entering the room, placing a bag down, removing his jacket, and starting to use his phone and computer. He continued working, taking a box from the filing cabinet and briefly interacting with it. At 10:21:50, he sat and talked to a man, then looked at the laptop screen. He remained seated at the desk, working on the computer, talking to the man, and using the laptop while occasionally checking the screen. Later, he wrote on paper, occasionally using the laptop, and had conversations with a woman. At 11:03:36, he talked with a woman and then left the room after organizing papers and putting on his jacket. At 12:47:07, he talked with another woman. He entered the room again, picked up a folder, and sat at the desk working on the computer, using his phone and reading a paper. At 16:08:02, he talked with a man.",
-    "full_summary": "Resident A arrived at the room at 09:33:26, entering the room and placing a bag down. He removed his jacket and began using a phone and computer. From 09:40:00 to 10:19:32, Resident A continued working on the computer. During this time, he took a box from the filing cabinet and briefly interacted with it. At 10:21:50, Resident A sat down and began talking to a man. He then looked at the laptop screen. From 10:31:50 to 11:03:36, Resident A remained seated at the desk, working on the computer, continuing to talk to the man, and using the laptop while occasionally looking at the screen. \n\nAt 11:03:36, Resident A started writing on paper and occasionally used the laptop. During this time, he had conversations with a woman. From 11:03:36 to 12:03:36, Resident A continued talking with a woman. Between 12:03:36 and 13:21:28, Resident A sat at the desk working on the computer, talked to a woman, and eventually left the room after organizing papers and putting on a jacket. At 12:47:07, Resident A talked with a woman again. \n\nLater, at 15:14:31, Resident A entered the room, picked up a folder, and sat at the desk working on the computer. He used the phone and read a paper. From 16:08:02 to 16:49:14, Resident A talked with a man.",
+    "short_summary": "Resident A arrived at 09:33:26, entering the room, placing a bag down, removing his jacket, and starting to use his phone and computer. He continued working, taking a box from the filing cabinet and briefly interacting with it. At 10:21:50, he sat and talked to a man, then looked at the laptop screen. He remained seated at the desk, working on the computer, talking to the man, and using the laptop while occasionally checking the screen. At 10:58:21, he talked with a woman, writing on paper and using the laptop, while having conversations with her. He then worked on the computer, talked to the woman, and left the room after organizing papers and putting on his jacket. Later, at 12:47:07, he talked with a woman again, entering the room, picking up a folder, and sitting at the desk to work on the computer, using the phone and reading a paper. At 16:08:02, he talked with a man. Finally, at 16:49:14, Resident A left the room.",
+    "full_summary": "At 09:33:26, Resident A entered the room, placed a bag on the floor, removed their jacket, and began using a phone and computer. From 09:40:00 to 10:19:32, Resident A continued working on the computer, took a box from the filing cabinet, and briefly interacted with the filing cabinet. At 10:21:50, Resident A sat down and began talking to a man, then looked at the laptop screen. From 10:31:50 to 11:03:36, Resident A remained seated at the desk, working on the computer, talking to the man, and using the laptop while occasionally looking at the screen. Between 10:58:21 and 11:56:10, Resident A engaged in a conversation with a woman. From 11:03:36 to 11:57:22, Resident A sat at the desk writing on paper, occasionally using the laptop, and had conversations with a woman. At 12:03:36, Resident A entered the room again, picked up a folder, and sat at the desk working on the computer, using the phone and reading a paper. From 12:47:07 to 12:56:44, Resident A talked with a woman. At 12:56:44, Resident A left the room after organizing papers and putting on a jacket. Later, at 15:14:31, Resident A entered the room again, picked up a folder, and sat at the desk working on the computer, using the phone and reading a paper. Between 16:08:02 and 16:49:14, Resident A talked with a man. At 16:49:14, Resident A left the room.",
     "key_observations": [
       "No falls were detected.",
-      "3 visitors were present (total about 2.6 hours).",
+      "3 visitors were present (total about 2.5 hours).",
       "Active time was 6% higher than the previous-days average.",
       "Longest visible inactive period was 27 minutes."
     ]
@@ -281,16 +289,16 @@
     {
       "question_id": "q_lunch",
       "text": "Did he eat lunch today?",
-      "answer": "It was not observed on camera whether he ate lunch today.",
+      "answer": "Not observed on camera.",
       "evidence_event_ids": []
     },
     {
       "question_id": "q_visitors",
       "text": "Did anyone visit today?",
-      "answer": "Yes, 3 visitors were observed on camera. A man arrived at 09:52:33 and left at 10:41:50 (on camera for about 44 minutes); a woman arrived at 11:03:36 and left at 12:03:36 (about 60 minutes), then came back at 12:47:07 and left at 12:56:44 (about 10 minutes); another man arrived at 16:08:02 and left at 16:49:14 (about 41 minutes).",
+      "answer": "Yes, 3 visitors were observed on camera. A man arrived at 09:52:33 and left at 10:39:45 (on camera for about 42 minutes); a woman arrived at 10:58:21 and left at 11:56:10 (about 58 minutes), then came back at 12:47:07 and left at 12:56:44 (about 10 minutes); another man arrived at 16:08:02 and left at 16:49:14 (about 41 minutes).",
       "evidence_event_ids": [
         "event_003",
-        "event_006",
+        "event_005",
         "event_008",
         "event_010"
       ]
@@ -304,9 +312,10 @@
     {
       "question_id": "q_time_1100",
       "text": "What happened at 11:00 AM?",
-      "answer": "At 11:00 AM, Resident A was working at the desk, talking to a man, and using the laptop.",
+      "answer": "At 11:00 AM, Resident A was working at the desk. A visitor, a woman, was also present on camera.",
       "evidence_event_ids": [
-        "event_004"
+        "event_004",
+        "event_005"
       ]
     }
   ],
@@ -419,79 +428,79 @@
       "start_time": "2026-08-10T12:05:45-07:00",
       "end_time": "2026-08-10T12:05:48-07:00",
       "person": "Person A",
-      "description": "A person is seated at a desk, working on a laptop. They occasionally look up and interact with their surroundings, but there is no indication of a fall or sudden drop."
+      "description": "Person A is seated at a desk, working on a laptop. They occasionally look up and interact with their surroundings, but there is no indication of a fall or sudden drop."
     },
     {
       "start_time": "2026-08-10T12:13:17-07:00",
       "end_time": "2026-08-10T12:13:18-07:00",
       "person": "Person A",
-      "description": "A person with gray hair is seated at a desk, working on a laptop and occasionally looking at a monitor. They remain seated throughout the clip, making no sudden movements or falls."
+      "description": "Person A is seated at a desk, working on a laptop and occasionally looking at a monitor. They remain seated, making no sudden movements or falls."
     },
     {
       "start_time": "2026-08-10T12:13:20-07:00",
       "end_time": "2026-08-10T12:13:21-07:00",
       "person": "Person A",
-      "description": "A person with gray hair is seated at a desk, working on a laptop and occasionally looking at a monitor. They remain seated throughout the clip, making no sudden movements or falls."
+      "description": "Person A is seated at a desk, working on a laptop and occasionally looking at a monitor. They remain seated, making no sudden movements or falls."
     },
     {
       "start_time": "2026-08-10T12:13:52-07:00",
       "end_time": "2026-08-10T12:13:53-07:00",
       "person": "Person A",
-      "description": "A person with gray hair is seated at a desk, working on a laptop. They remain seated throughout the clip, making minimal movements. No falls or sudden drops are observed."
+      "description": "Person A is seated at a desk, working on a laptop. They remain seated, making minimal movements. No falls or sudden drops are observed."
     },
     {
       "start_time": "2026-08-10T12:13:57-07:00",
       "end_time": "2026-08-10T12:14:01-07:00",
       "person": "Person A",
-      "description": "A person with gray hair is seated at a desk, facing away from the camera, and appears to be working on a laptop. They remain seated throughout the clip without any sudden movement or fall."
+      "description": "Person A is seated at a desk, facing away from the camera, and appears to be working on a laptop. They remain seated without any sudden movement or fall."
     },
     {
       "start_time": "2026-08-10T12:14:04-07:00",
       "end_time": "2026-08-10T12:14:08-07:00",
       "person": "Person A",
-      "description": "A person with gray hair is seated at a desk, facing away from the camera, and appears to be working on a laptop. They remain seated throughout the clip without any indication of falling or losing balance."
+      "description": "Person A is seated at a desk, facing away from the camera, and appears to be working on a laptop. They remain seated without any indication of falling or losing balance."
     },
     {
       "start_time": "2026-08-10T12:19:08-07:00",
       "end_time": "2026-08-10T12:19:09-07:00",
       "person": "Person A",
-      "description": "A person with gray hair is seated at a desk, facing away from the camera, and appears to be working on a laptop. They remain seated throughout the clip, making minor movements but not falling or losing balance."
+      "description": "Person A is seated at a desk, facing away from the camera, and appears to be working on a laptop. They remain seated, making minor movements but not falling or losing balance."
     },
     {
       "start_time": "2026-08-10T12:19:11-07:00",
       "end_time": "2026-08-10T12:19:12-07:00",
       "person": "Person A",
-      "description": "A person with gray hair is seated at a desk, working on a laptop. They remain seated throughout the clip, making minor movements but not falling or losing balance."
+      "description": "Person A is seated at a desk, working on a laptop. They remain seated, making minor movements but not falling or losing balance."
     },
     {
       "start_time": "2026-08-10T12:19:16-07:00",
       "end_time": "2026-08-10T12:19:26-07:00",
       "person": "Person A",
-      "description": "A person with gray hair is seated at a desk, working on a laptop. They remain seated throughout the clip, making minor movements but not falling or losing balance."
+      "description": "Person A is seated at a desk, working on a laptop. They remain seated, making minor movements but not falling or losing balance."
     },
     {
       "start_time": "2026-08-10T12:20:46-07:00",
       "end_time": "2026-08-10T12:20:55-07:00",
       "person": "Person A",
-      "description": "A person with gray hair is seated at a desk, working on a laptop. They remain seated throughout the clip, occasionally adjusting their position or reaching for items on the desk. No falls or sudden movements occur."
+      "description": "Person A is seated at a desk, working on a laptop. They remain seated, occasionally adjusting their position or reaching for items on the desk. No falls or sudden movements occur."
     },
     {
       "start_time": "2026-08-10T12:21:19-07:00",
       "end_time": "2026-08-10T12:21:24-07:00",
       "person": "Person A",
-      "description": "A person with gray hair is seated at a desk, working on a laptop. They remain seated throughout the clip, occasionally adjusting their position or reaching for items on the desk. No falls or sudden movements occur."
+      "description": "Person A is seated at a desk, working on a laptop. They remain seated, occasionally adjusting their position or reaching for items on the desk. No falls or sudden movements occur."
     },
     {
       "start_time": "2026-08-10T12:21:28-07:00",
       "end_time": "2026-08-10T12:21:29-07:00",
       "person": "Person A",
-      "description": "A person with gray hair is seated at a desk, working on a laptop. They remain seated throughout the clip, occasionally adjusting their position or reaching for items on the desk. No falls or sudden movements occur."
+      "description": "Person A is seated at a desk, working on a laptop. They remain seated, occasionally adjusting their position or reaching for items on the desk. No falls or sudden movements occur."
     },
     {
       "start_time": "2026-08-10T12:21:33-07:00",
       "end_time": "2026-08-10T12:21:34-07:00",
       "person": "Person A",
-      "description": "A person with gray hair is seated at a desk, working on a laptop. They occasionally adjust their position and reach for items on the desk, but there is no indication of a fall or sudden drop."
+      "description": "Person A is seated at a desk, working on a laptop. They occasionally adjust their position and reach for items on the desk, but there is no indication of a fall or sudden drop."
     },
     {
       "start_time": "2026-08-10T12:51:24-07:00",
@@ -503,7 +512,7 @@
       "start_time": "2026-08-10T12:52:52-07:00",
       "end_time": "2026-08-10T12:53:02-07:00",
       "person": "Person C",
-      "description": "A man and a woman are in an office setting. The man is seated in a rolling chair, gesturing with his hands as he speaks. The woman stands near a desk, facing the man, and appears to be listening or preparing to speak. Neither person falls during the clip."
+      "description": "A man and a woman are in an office setting. The man is seated in a rolling chair, gesturing with his hands as he speaks. The woman stands near a desk, facing the man, and appears to be listening or preparing to speak. Neither person falls."
     },
     {
       "start_time": "2026-08-10T13:02:34-07:00",
@@ -515,13 +524,13 @@
       "start_time": "2026-08-10T13:03:08-07:00",
       "end_time": "2026-08-10T13:03:18-07:00",
       "person": "Person A",
-      "description": "A man is seated at a desk in an office, organizing papers by placing them on a small purple stool beside him. He remains seated throughout the clip, handling documents without any sudden movement or loss of balance."
+      "description": "A man is seated at a desk in an office, organizing papers by placing them on a small purple stool beside him. He remains seated, handling documents without any sudden movement or loss of balance."
     },
     {
       "start_time": "2026-08-10T13:04:13-07:00",
       "end_time": "2026-08-10T13:04:14-07:00",
       "person": "Person A",
-      "description": "A man is seated at a desk, organizing papers and occasionally looking at them. He then stands up, walks to the desk, and retrieves an item from a drawer. He does not fall at any point during the clip."
+      "description": "A man is seated at a desk, organizing papers and occasionally looking at them. He then stands up, walks to the desk, and retrieves an item from a drawer. He does not fall at any point."
     },
     {
       "start_time": "2026-08-10T16:22:56-07:00",
@@ -548,6 +557,6 @@
       "description": "Two individuals are seated in an office environment. One person is working at a desk with a computer, while the other is seated nearby, writing in a notebook. The person at the desk briefly interacts with their phone and then resumes work. The second person stands up and continues writing, showing no signs of falling or losing balance."
     }
   ],
-  "llm_seconds": 21.5,
+  "llm_seconds": 23.6,
   "disclaimer": "This summary was generated from camera-based VLM analysis. It may not capture every activity and does not provide a medical diagnosis."
 }

results/day_8_1fps/json_summary/daily_summary.txt

@@ -1,43 +1,29 @@
 People:
 - Person A - resident (elderly, man, light top, grey pants, grey short hair, glasses); present 00:33:29-00:36:50, 00:40:00-00:40:00, 00:42:00-01:51:15, 01:53:36-03:27:56, 03:35:34-04:11:22, 04:19:14-04:21:28, 06:14:49-06:52:34, 07:01:55-07:01:57, 07:03:53-07:49:14 (287 min total)
-- Person B - visitor (adult, man, dark top, dark pants, dark short hair, glasses); present 00:52:33-01:16:36, 01:21:50-01:41:50 (44 min total)
-- Person C - visitor (adult, woman, dark top, dark pants, dark short hair); present 02:03:36-03:03:36, 03:47:07-03:56:44 (69 min total)
+- Person B - visitor (adult, man, dark top, dark pants, dark short hair, glasses); present 00:52:33-01:16:36, 01:21:50-01:39:45 (41 min total)
+- Person C - visitor (adult, woman, dark top, dark pants, dark short hair); present 01:58:21-02:56:10, 03:47:07-03:56:44 (67 min total)
 - Person D - visitor (adult, man, blue top, dark pants, dark short hair); present 07:08:02-07:49:14 (41 min total)
 
 1. Timeline:  
 00:00:00 - 00:33:19: Nobody visible on camera.
-00:33:29 - 00:37:03: Person A enters the room, puts down a bag, removes jacket, sits at desk, uses phone and computer, walks to filing cabinet.
-00:40:00 - 00:41:50: Person A enters the room, opens drawer, takes box, puts on table, sits at desk, uses computer, walks to left side of room.
-00:41:50 - 00:51:50: Person A sits at desk working on computer.
-00:51:50 - 01:01:50: Person A sits at desk working on computer, reads paper, types, leans back.
-01:01:50 - 01:11:48: Person A sits in chair with arms crossed, types on laptop, sits back, types again.
-01:11:50 - 01:19:32: Person A sits on chair, uses laptop, talks to another man.
-01:19:32 - 01:21:50: Person A sits at desk, uses computer.
-01:21:50 - 01:30:49: Person A sits and talks to another person.
-01:30:51 - 01:41:35: Person A sits at desk, uses computer, talks to another man.
-01:41:35 - 01:51:25: Person A stands, walks to whiteboard, sits at desk, works on computer.
-01:51:25 - 02:03:36: Person A sits at desk, uses computer, reads papers, writes on paper.
-02:03:36 - 02:53:36: Person A sits at desk, writes on paper.
-02:53:36 - 03:03:36: Person A sits at desk, writes on paper, talks to a woman.
-03:03:36 - 03:28:08: Person A sits at desk, uses computer, opens bag, reads papers, uses laptop.
-03:28:08 - 03:35:10: Person A leaves room.
-03:28:08 - 03:35:10: Nobody visible on camera.
-03:35:10 - 03:45:28: Person A enters room, sits at desk, works on computer, talks to a woman.
-03:45:28 - 03:50:46: Person A sits at desk, talks to a woman.
-03:50:46 - 03:55:32: Person A walks to window, picks up bag, talks on phone.
-03:55:32 - 03:57:46: Person A organizes papers, sits at desk, uses computer.
-03:57:46 - 04:11:32: Person A sits at desk, uses computer.
-04:11:32 - 04:21:28: Person A stands, walks to door, leaves room.
+00:33:29 - 00:40:00: Person A enters the room, puts down a bag, removes jacket, sits at desk, uses phone and computer, walks to filing cabinet, opens drawer, takes box, puts on table, and returns to desk.
+00:40:00 - 01:01:50: Person A continues working on computer, reads paper, types, leans back, and engages in conversation with another person.
+01:01:50 - 01:19:32: Person A sits at desk, talks to another man, uses laptop, and engages in conversation.
+01:19:32 - 01:21:50: Person A sits and talks to another person.
+01:21:50 - 01:39:45: Person A sits at desk, works on laptop, and talks to another person.
+01:39:45 - 02:03:36: Person A sits at desk, writes on paper, uses laptop, and reads documents.
+02:03:36 - 03:03:36: Person A sits at desk, uses laptop, reads papers, and writes on paper.
+03:03:36 - 03:28:08: Person A sits at desk, works on laptop, and leaves the room.
+03:28:08 - 03:35:10: No one visible.
+03:35:10 - 03:57:46: Person A enters the room, sits at desk, works on computer, talks to a woman, and organizes papers.
+03:57:46 - 04:11:32: Person A sits at desk, uses computer, and stands up.
+04:11:32 - 04:21:28: Person A walks to door, leaves room, and returns.
 04:11:32 - 04:18:49: Nobody visible on camera.
-04:20:16 - 06:14:30: Nobody visible on camera.
-04:21:10 - 04:21:28: Person A enters room, adjusts jacket, leaves room.
-06:14:30 - 06:18:56: Person A enters room, walks to desk, sits, works, packs bag.
-06:24:30 - 06:48:45: Person A sits at desk, works on computer.
-06:48:45 - 06:51:08: Person A uses phone and computer.
+04:21:28 - 06:14:30: No one visible.
+06:14:30 - 06:51:08: Person A enters room, sits at desk, works on computer, and packs a bag.
 06:52:54 - 07:03:36: Nobody visible on camera.
-07:01:58 - 07:02:07: Person A enters room, picks up folder.
-07:04:00 - 07:49:14: Person A sits at desk, uses computer, reads paper, uses phone, talks to other man, writes on paper.
+07:01:55 - 07:49:14: Person A enters room, sits at desk, uses computer, reads paper, talks to another man, and uses phone.
+07:49:14 - 08:03:22: No one visible.
 
-07:49:14 - 08:03:22: Nobody visible on camera.
-2. Notable events: falls, or "none".  
+2. Notable events:  
 None.

results/day_8_1fps/json_summary/reduce_log.txt

@@ -144,13 +144,13 @@ Person A - RESIDENT (elderly, man, light top, grey pants, grey short hair, glass
   [07:46:01 - 07:47:21] writes on a paper
   [07:47:21 - 07:49:14] ...
 
-Person B - VISITOR (adult, man, dark top, dark pants, dark short hair, glasses). Present 00:52:33-01:16:36, 01:21:50-01:41:50.
+Person B - VISITOR (adult, man, dark top, dark pants, dark short hair, glasses). Present 00:52:33-01:16:36, 01:21:50-01:39:45.
   [00:57:02 - 01:01:50] sits in a chair using a laptop
   [01:01:50 - 01:11:48] sits in a chair with laptop on lap
   [01:11:50 - 01:16:39] ...
   [01:21:50 - 01:41:50] ...
 
-Person C - VISITOR (adult, woman, dark top, dark pants, dark short hair). Present 02:03:36-03:03:36, 03:47:07-03:56:44.
+Person C - VISITOR (adult, woman, dark top, dark pants, dark short hair). Present 01:58:21-02:56:10, 03:47:07-03:56:44.
   [02:03:36 - 02:03:36] ...
   [02:03:36 - 02:13:36] sits at the desk and reads a paper
   [02:13:36 - 02:17:35] sits at desk, writing on paper

results/day_8_1fps/json_summary/summary.json

@@ -3,7 +3,7 @@
   "duration_seconds": 29002.0,
   "guided": "on",
   "map_seconds": 0.0,
-  "reduce_seconds": 38.3,
+  "reduce_seconds": 28.8,
   "segment_seconds": 600.0,
   "num_segments": 46,
   "num_segments_vlm": 35,
@@ -15,5 +15,5 @@
   "vlm_model": "Qwen/Qwen3-VL-4B-Instruct-FP8",
   "summary_model": "Qwen/Qwen3-8B-FP8",
   "segments_json": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/hf_results/day_8_1fps/json_summary/segments_structured.json",
-  "daily_summary": "People:\n- Person A - resident (elderly, man, light top, grey pants, grey short hair, glasses); present 00:33:29-00:36:50, 00:40:00-00:40:00, 00:42:00-01:51:15, 01:53:36-03:27:56, 03:35:34-04:11:22, 04:19:14-04:21:28, 06:14:49-06:52:34, 07:01:55-07:01:57, 07:03:53-07:49:14 (287 min total)\n- Person B - visitor (adult, man, dark top, dark pants, dark short hair, glasses); present 00:52:33-01:16:36, 01:21:50-01:41:50 (44 min total)\n- Person C - visitor (adult, woman, dark top, dark pants, dark short hair); present 02:03:36-03:03:36, 03:47:07-03:56:44 (69 min total)\n- Person D - visitor (adult, man, blue top, dark pants, dark short hair); present 07:08:02-07:49:14 (41 min total)\n\n1. Timeline:  \n00:00:00 - 00:33:19: Nobody visible on camera.\n00:33:29 - 00:37:03: Person A enters the room, puts down a bag, removes jacket, sits at desk, uses phone and computer, walks to filing cabinet.\n00:40:00 - 00:41:50: Person A enters the room, opens drawer, takes box, puts on table, sits at desk, uses computer, walks to left side of room.\n00:41:50 - 00:51:50: Person A sits at desk working on computer.\n00:51:50 - 01:01:50: Person A sits at desk working on computer, reads paper, types, leans back.\n01:01:50 - 01:11:48: Person A sits in chair with arms crossed, types on laptop, sits back, types again.\n01:11:50 - 01:19:32: Person A sits on chair, uses laptop, talks to another man.\n01:19:32 - 01:21:50: Person A sits at desk, uses computer.\n01:21:50 - 01:30:49: Person A sits and talks to another person.\n01:30:51 - 01:41:35: Person A sits at desk, uses computer, talks to another man.\n01:41:35 - 01:51:25: Person A stands, walks to whiteboard, sits at desk, works on computer.\n01:51:25 - 02:03:36: Person A sits at desk, uses computer, reads papers, writes on paper.\n02:03:36 - 02:53:36: Person A sits at desk, writes on paper.\n02:53:36 - 03:03:36: Person A sits at desk, writes on paper, talks to a woman.\n03:03:36 - 03:28:08: Person A sits at desk, uses computer, opens bag, reads papers, uses laptop.\n03:28:08 - 03:35:10: Person A leaves room.\n03:28:08 - 03:35:10: Nobody visible on camera.\n03:35:10 - 03:45:28: Person A enters room, sits at desk, works on computer, talks to a woman.\n03:45:28 - 03:50:46: Person A sits at desk, talks to a woman.\n03:50:46 - 03:55:32: Person A walks to window, picks up bag, talks on phone.\n03:55:32 - 03:57:46: Person A organizes papers, sits at desk, uses computer.\n03:57:46 - 04:11:32: Person A sits at desk, uses computer.\n04:11:32 - 04:21:28: Person A stands, walks to door, leaves room.\n04:11:32 - 04:18:49: Nobody visible on camera.\n04:20:16 - 06:14:30: Nobody visible on camera.\n04:21:10 - 04:21:28: Person A enters room, adjusts jacket, leaves room.\n06:14:30 - 06:18:56: Person A enters room, walks to desk, sits, works, packs bag.\n06:24:30 - 06:48:45: Person A sits at desk, works on computer.\n06:48:45 - 06:51:08: Person A uses phone and computer.\n06:52:54 - 07:03:36: Nobody visible on camera.\n07:01:58 - 07:02:07: Person A enters room, picks up folder.\n07:04:00 - 07:49:14: Person A sits at desk, uses computer, reads paper, uses phone, talks to other man, writes on paper.\n\n07:49:14 - 08:03:22: Nobody visible on camera.\n2. Notable events: falls, or \"none\".  \nNone."
+  "daily_summary": "People:\n- Person A - resident (elderly, man, light top, grey pants, grey short hair, glasses); present 00:33:29-00:36:50, 00:40:00-00:40:00, 00:42:00-01:51:15, 01:53:36-03:27:56, 03:35:34-04:11:22, 04:19:14-04:21:28, 06:14:49-06:52:34, 07:01:55-07:01:57, 07:03:53-07:49:14 (287 min total)\n- Person B - visitor (adult, man, dark top, dark pants, dark short hair, glasses); present 00:52:33-01:16:36, 01:21:50-01:39:45 (41 min total)\n- Person C - visitor (adult, woman, dark top, dark pants, dark short hair); present 01:58:21-02:56:10, 03:47:07-03:56:44 (67 min total)\n- Person D - visitor (adult, man, blue top, dark pants, dark short hair); present 07:08:02-07:49:14 (41 min total)\n\n1. Timeline:  \n00:00:00 - 00:33:19: Nobody visible on camera.\n00:33:29 - 00:40:00: Person A enters the room, puts down a bag, removes jacket, sits at desk, uses phone and computer, walks to filing cabinet, opens drawer, takes box, puts on table, and returns to desk.\n00:40:00 - 01:01:50: Person A continues working on computer, reads paper, types, leans back, and engages in conversation with another person.\n01:01:50 - 01:19:32: Person A sits at desk, talks to another man, uses laptop, and engages in conversation.\n01:19:32 - 01:21:50: Person A sits and talks to another person.\n01:21:50 - 01:39:45: Person A sits at desk, works on laptop, and talks to another person.\n01:39:45 - 02:03:36: Person A sits at desk, writes on paper, uses laptop, and reads documents.\n02:03:36 - 03:03:36: Person A sits at desk, uses laptop, reads papers, and writes on paper.\n03:03:36 - 03:28:08: Person A sits at desk, works on laptop, and leaves the room.\n03:28:08 - 03:35:10: No one visible.\n03:35:10 - 03:57:46: Person A enters the room, sits at desk, works on computer, talks to a woman, and organizes papers.\n03:57:46 - 04:11:32: Person A sits at desk, uses computer, and stands up.\n04:11:32 - 04:21:28: Person A walks to door, leaves room, and returns.\n04:11:32 - 04:18:49: Nobody visible on camera.\n04:21:28 - 06:14:30: No one visible.\n06:14:30 - 06:51:08: Person A enters room, sits at desk, works on computer, and packs a bag.\n06:52:54 - 07:03:36: Nobody visible on camera.\n07:01:55 - 07:49:14: Person A enters room, sits at desk, uses computer, reads paper, talks to another man, and uses phone.\n07:49:14 - 08:03:22: No one visible.\n\n2. Notable events:  \nNone."
 }

results/day_8_1fps/verify/verdicts.json

@@ -43,9 +43,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.338,
-      "clip_save_seconds": 0.436,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_000_rejected.mp4"
+      "latency_seconds": 6.711,
+      "clip_save_seconds": 0.536,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_000_rejected.mp4"
     },
     {
       "event_id": 1,
@@ -86,9 +86,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.728,
-      "clip_save_seconds": 0.401,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_001_rejected.mp4"
+      "latency_seconds": 6.033,
+      "clip_save_seconds": 0.432,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_001_rejected.mp4"
     },
     {
       "event_id": 2,
@@ -129,9 +129,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.359,
-      "clip_save_seconds": 0.444,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_002_rejected.mp4"
+      "latency_seconds": 7.056,
+      "clip_save_seconds": 0.612,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_002_rejected.mp4"
     },
     {
       "event_id": 3,
@@ -172,9 +172,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.104,
-      "clip_save_seconds": 0.436,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_003_rejected.mp4"
+      "latency_seconds": 8.268,
+      "clip_save_seconds": 0.526,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_003_rejected.mp4"
     },
     {
       "event_id": 4,
@@ -215,9 +215,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.702,
-      "clip_save_seconds": 0.351,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_004_rejected.mp4"
+      "latency_seconds": 7.494,
+      "clip_save_seconds": 0.732,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_004_rejected.mp4"
     },
     {
       "event_id": 5,
@@ -258,9 +258,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.683,
-      "clip_save_seconds": 0.382,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_005_rejected.mp4"
+      "latency_seconds": 7.28,
+      "clip_save_seconds": 0.544,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_005_rejected.mp4"
     },
     {
       "event_id": 6,
@@ -301,9 +301,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.495,
-      "clip_save_seconds": 0.452,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_006_rejected.mp4"
+      "latency_seconds": 9.075,
+      "clip_save_seconds": 0.617,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_006_rejected.mp4"
     },
     {
       "event_id": 7,
@@ -344,9 +344,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.535,
-      "clip_save_seconds": 0.354,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_007_rejected.mp4"
+      "latency_seconds": 9.337,
+      "clip_save_seconds": 0.506,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_007_rejected.mp4"
     },
     {
       "event_id": 8,
@@ -387,9 +387,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.807,
-      "clip_save_seconds": 0.5,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_008_rejected.mp4"
+      "latency_seconds": 9.542,
+      "clip_save_seconds": 0.507,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_008_rejected.mp4"
     },
     {
       "event_id": 9,
@@ -430,9 +430,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.875,
-      "clip_save_seconds": 0.309,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_009_rejected.mp4"
+      "latency_seconds": 7.892,
+      "clip_save_seconds": 0.336,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_009_rejected.mp4"
     },
     {
       "event_id": 10,
@@ -473,9 +473,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.577,
-      "clip_save_seconds": 0.388,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_010_rejected.mp4"
+      "latency_seconds": 9.299,
+      "clip_save_seconds": 0.528,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_010_rejected.mp4"
     },
     {
       "event_id": 11,
@@ -516,9 +516,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.57,
-      "clip_save_seconds": 0.451,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_011_rejected.mp4"
+      "latency_seconds": 9.362,
+      "clip_save_seconds": 0.591,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_011_rejected.mp4"
     },
     {
       "event_id": 12,
@@ -559,9 +559,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.568,
-      "clip_save_seconds": 0.413,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_012_rejected.mp4"
+      "latency_seconds": 9.554,
+      "clip_save_seconds": 0.539,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_012_rejected.mp4"
     },
     {
       "event_id": 13,
@@ -602,9 +602,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.963,
-      "clip_save_seconds": 0.354,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_013_rejected.mp4"
+      "latency_seconds": 7.608,
+      "clip_save_seconds": 0.547,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_013_rejected.mp4"
     },
     {
       "event_id": 14,
@@ -645,9 +645,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.727,
-      "clip_save_seconds": 0.361,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_014_rejected.mp4"
+      "latency_seconds": 7.472,
+      "clip_save_seconds": 0.435,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_014_rejected.mp4"
     },
     {
       "event_id": 15,
@@ -688,9 +688,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.739,
-      "clip_save_seconds": 0.382,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_015_rejected.mp4"
+      "latency_seconds": 7.502,
+      "clip_save_seconds": 0.44,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_015_rejected.mp4"
     },
     {
       "event_id": 16,
@@ -731,9 +731,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.887,
-      "clip_save_seconds": 0.4,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_016_rejected.mp4"
+      "latency_seconds": 7.759,
+      "clip_save_seconds": 0.472,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_016_rejected.mp4"
     },
     {
       "event_id": 17,
@@ -774,9 +774,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.144,
-      "clip_save_seconds": 0.421,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_017_rejected.mp4"
+      "latency_seconds": 8.128,
+      "clip_save_seconds": 0.582,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_017_rejected.mp4"
     },
     {
       "event_id": 18,
@@ -817,9 +817,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.233,
-      "clip_save_seconds": 0.416,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_018_rejected.mp4"
+      "latency_seconds": 8.235,
+      "clip_save_seconds": 0.539,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_018_rejected.mp4"
     },
     {
       "event_id": 19,
@@ -860,9 +860,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.662,
-      "clip_save_seconds": 0.272,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_019_rejected.mp4"
+      "latency_seconds": 7.71,
+      "clip_save_seconds": 0.283,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_019_rejected.mp4"
     },
     {
       "event_id": 20,
@@ -903,9 +903,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.644,
-      "clip_save_seconds": 0.266,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_020_rejected.mp4"
+      "latency_seconds": 7.52,
+      "clip_save_seconds": 0.357,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_020_rejected.mp4"
     },
     {
       "event_id": 21,
@@ -946,9 +946,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.171,
-      "clip_save_seconds": 0.308,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_021_rejected.mp4"
+      "latency_seconds": 8.671,
+      "clip_save_seconds": 0.463,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_021_rejected.mp4"
     },
     {
       "event_id": 22,
@@ -989,9 +989,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.42,
-      "clip_save_seconds": 0.389,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_022_rejected.mp4"
+      "latency_seconds": 9.318,
+      "clip_save_seconds": 0.517,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_022_rejected.mp4"
     },
     {
       "event_id": 23,
@@ -1032,9 +1032,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 4.289,
-      "clip_save_seconds": 0.383,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_023_rejected.mp4"
+      "latency_seconds": 8.599,
+      "clip_save_seconds": 0.546,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_023_rejected.mp4"
     },
     {
       "event_id": 24,
@@ -1075,9 +1075,9 @@
         ],
         "image_visual_token_counts": []
       },
-      "latency_seconds": 3.936,
-      "clip_save_seconds": 0.359,
-      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/final_check/day_8_1fps/verify/clips/event_024_rejected.mp4"
+      "latency_seconds": 7.946,
+      "clip_save_seconds": 0.531,
+      "clip_path": "/mnt/ssd4tb/code/code/tencent/Tencent_Fall_Detection/runs/qwen_fix_eval/S1/day_8/verify/clips/event_024_rejected.mp4"
     },
     {
       "event_id": 25,
@@ -1118,9 +1118,9 @@
         ],
         "image_visual_token_counts": []
       },
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@@ -1161,9 +1161,9 @@
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@@ -1204,9 +1204,9 @@
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@@ -1247,9 +1247,9 @@
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@@ -1290,9 +1290,9 @@
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@@ -1333,9 +1333,9 @@
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@@ -1376,9 +1376,9 @@
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@@ -1419,9 +1419,9 @@
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@@ -1462,9 +1462,9 @@
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@@ -1505,17 +1505,17 @@
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