| 2025-08-18 23:41:20 - INFO - Loading model: LiquidAI/LFM2-VL-1.6B | |
| 2025-08-18 23:41:21 - INFO - We will use 90% of the memory on device 0 for storing the model, and 10% for the buffer to avoid OOM. You can set `max_memory` in to a higher value to use more memory (at your own risk). | |
| 2025-08-18 23:41:27 - INFO - Model loaded in 7.18 seconds | |
| 2025-08-18 23:41:27 - INFO - GPU Memory Usage after model load: 3023.64 MB | |
| 2025-08-18 23:41:34 - INFO - [5e9460f4-1fa1-4b3e-94b6-34725b6dc288] Received new video inference request. Prompt: 'Please describe the video.', Video: 'messi_part_001.mp4' | |
| 2025-08-18 23:41:34 - INFO - [5e9460f4-1fa1-4b3e-94b6-34725b6dc288] Video saved to temporary file: temp_videos/5e9460f4-1fa1-4b3e-94b6-34725b6dc288.mp4 | |
| 2025-08-18 23:41:34 - INFO - [5e9460f4-1fa1-4b3e-94b6-34725b6dc288] Extracting frames using method: uniform, rate/threshold: 30 | |
| 2025-08-18 23:41:38 - INFO - [5e9460f4-1fa1-4b3e-94b6-34725b6dc288] Extracted 30 frames successfully. Saving to temporary files... | |
| 2025-08-18 23:41:38 - INFO - [5e9460f4-1fa1-4b3e-94b6-34725b6dc288] 30 frames saved to temp_videos/5e9460f4-1fa1-4b3e-94b6-34725b6dc288 | |
| 2025-08-18 23:41:39 - INFO - Prompt token length: 3584 | |
| 2025-08-18 23:41:55 - INFO - Tokens per second: 4.9186034292897505, Peak GPU memory MB: 9376.375 | |
| 2025-08-18 23:41:55 - INFO - [5e9460f4-1fa1-4b3e-94b6-34725b6dc288] Inference time: 21.78 seconds, CPU usage: 65.6%, CPU core utilization: [62.8, 62.3, 67.5, 69.8] | |
| 2025-08-18 23:41:55 - INFO - [5e9460f4-1fa1-4b3e-94b6-34725b6dc288] Cleaned up temporary file: temp_videos/5e9460f4-1fa1-4b3e-94b6-34725b6dc288.mp4 | |
| 2025-08-18 23:41:55 - INFO - [5e9460f4-1fa1-4b3e-94b6-34725b6dc288] Cleaned up temporary frame directory: temp_videos/5e9460f4-1fa1-4b3e-94b6-34725b6dc288 | |
| 2025-08-18 23:44:19 - INFO - [02d3e7ea-134b-413e-a2e6-d99b6e2130b1] Received new video inference request. Prompt: 'Please describe the video.', Video: 'messi_part_001.mp4' | |
| 2025-08-18 23:44:19 - INFO - [02d3e7ea-134b-413e-a2e6-d99b6e2130b1] Video saved to temporary file: temp_videos/02d3e7ea-134b-413e-a2e6-d99b6e2130b1.mp4 | |
| 2025-08-18 23:44:19 - INFO - [02d3e7ea-134b-413e-a2e6-d99b6e2130b1] Extracting frames using method: uniform, rate/threshold: 30 | |
| 2025-08-18 23:44:22 - INFO - [02d3e7ea-134b-413e-a2e6-d99b6e2130b1] Extracted 30 frames successfully. Saving to temporary files... | |
| 2025-08-18 23:44:22 - INFO - [02d3e7ea-134b-413e-a2e6-d99b6e2130b1] 30 frames saved to temp_videos/02d3e7ea-134b-413e-a2e6-d99b6e2130b1 | |
| 2025-08-18 23:44:22 - INFO - Prompt token length: 3584 | |
| 2025-08-18 23:44:39 - INFO - Tokens per second: 4.978868742700231, Peak GPU memory MB: 9376.375 | |
| 2025-08-18 23:44:39 - INFO - [02d3e7ea-134b-413e-a2e6-d99b6e2130b1] Inference time: 20.31 seconds, CPU usage: 53.2%, CPU core utilization: [52.9, 53.5, 55.2, 51.1] | |
| 2025-08-18 23:44:39 - INFO - [02d3e7ea-134b-413e-a2e6-d99b6e2130b1] Cleaned up temporary file: temp_videos/02d3e7ea-134b-413e-a2e6-d99b6e2130b1.mp4 | |
| 2025-08-18 23:44:39 - INFO - [02d3e7ea-134b-413e-a2e6-d99b6e2130b1] Cleaned up temporary frame directory: temp_videos/02d3e7ea-134b-413e-a2e6-d99b6e2130b1 | |
| 2025-08-18 23:45:04 - INFO - [7f8e9ce9-aad6-4a0e-8e5c-2a5a8931110b] Received new video inference request. Prompt: 'Please describe the video.', Video: 'messi_part_001.mp4' | |
| 2025-08-18 23:45:04 - INFO - [7f8e9ce9-aad6-4a0e-8e5c-2a5a8931110b] Video saved to temporary file: temp_videos/7f8e9ce9-aad6-4a0e-8e5c-2a5a8931110b.mp4 | |
| 2025-08-18 23:45:04 - INFO - [7f8e9ce9-aad6-4a0e-8e5c-2a5a8931110b] Extracting frames using method: uniform, rate/threshold: 30 | |
| 2025-08-18 23:45:09 - INFO - [7f8e9ce9-aad6-4a0e-8e5c-2a5a8931110b] Extracted 30 frames successfully. Saving to temporary files... | |
| 2025-08-18 23:45:09 - INFO - [7f8e9ce9-aad6-4a0e-8e5c-2a5a8931110b] 30 frames saved to temp_videos/7f8e9ce9-aad6-4a0e-8e5c-2a5a8931110b | |
| 2025-08-18 23:45:09 - INFO - Prompt token length: 3584 | |
| 2025-08-18 23:45:26 - INFO - Tokens per second: 4.974079275567591, Peak GPU memory MB: 9376.375 | |
| 2025-08-18 23:45:26 - INFO - [7f8e9ce9-aad6-4a0e-8e5c-2a5a8931110b] Inference time: 21.92 seconds, CPU usage: 60.2%, CPU core utilization: [60.4, 56.6, 56.5, 67.3] | |
| 2025-08-18 23:45:26 - INFO - [7f8e9ce9-aad6-4a0e-8e5c-2a5a8931110b] Cleaned up temporary file: temp_videos/7f8e9ce9-aad6-4a0e-8e5c-2a5a8931110b.mp4 | |
| 2025-08-18 23:45:26 - INFO - [7f8e9ce9-aad6-4a0e-8e5c-2a5a8931110b] Cleaned up temporary frame directory: temp_videos/7f8e9ce9-aad6-4a0e-8e5c-2a5a8931110b | |