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The Bears
2025-11-06 15:22:07 -05:00
parent 47871c5370
commit e03cc13d2b
4 changed files with 421 additions and 21 deletions
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__pycache__/utils.cpython-311.pyc
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hailort.log
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@@ -184,3 +184,397 @@
[2025-11-03 12:23:08.389] [7588] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-03 12:23:08.389] [7588] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-03 12:23:08.411] [7588] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-03 14:40:02.432] [8119] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-03 14:40:02.445] [8119] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-03 14:40:02.446] [8119] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-03 14:40:02.446] [8119] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-03 14:40:02.473] [8119] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-03 14:40:02.473] [8119] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-03 14:40:02.481] [8119] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-03 14:40:02.481] [8119] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 39.327913 milliseconds
[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 39.646434 milliseconds
[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 8157)
[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 8158)
[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 8159)
[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-03 14:40:02.535] [8119] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-03 20:57:03.399] [9731] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-03 20:57:03.412] [9731] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-03 20:57:03.413] [9731] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-03 20:57:03.413] [9731] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-03 20:57:03.431] [9731] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-03 20:57:03.431] [9731] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-03 20:57:03.439] [9731] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-03 20:57:03.439] [9731] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-03 20:57:03.474] [9731] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 42.634426 milliseconds
[2025-11-03 20:57:03.474] [9731] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 42.951781 milliseconds
[2025-11-03 20:57:03.474] [9731] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-03 20:57:03.474] [9731] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 9769)
[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 9770)
[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 9771)
[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-03 20:57:03.503] [9731] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-03 20:57:12.945] [9864] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-03 20:57:12.957] [9864] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-03 20:57:12.958] [9864] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-03 20:57:12.958] [9864] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-03 20:57:12.979] [9864] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-03 20:57:12.979] [9864] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-03 20:57:12.986] [9864] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-03 20:57:12.986] [9864] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-03 20:57:13.021] [9864] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 42.218311 milliseconds
[2025-11-03 20:57:13.021] [9864] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 42.604055 milliseconds
[2025-11-03 20:57:13.021] [9864] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-03 20:57:13.021] [9864] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 9903)
[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 9904)
[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 9905)
[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-03 20:57:13.045] [9864] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-03 21:24:45.803] [10348] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-03 21:24:45.816] [10348] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-03 21:24:45.817] [10348] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-03 21:24:45.817] [10348] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-03 21:24:45.835] [10348] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-03 21:24:45.835] [10348] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-03 21:24:45.843] [10348] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-03 21:24:45.843] [10348] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-03 21:24:45.875] [10348] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 39.391337 milliseconds
[2025-11-03 21:24:45.875] [10348] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 39.714895 milliseconds
[2025-11-03 21:24:45.875] [10348] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-03 21:24:45.875] [10348] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-03 21:24:45.875] [10348] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 21:24:45.875] [10348] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 10391)
[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 10392)
[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 10393)
[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-03 21:24:45.901] [10348] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:38:46.862] [17474] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-06 13:38:46.875] [17474] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-06 13:38:46.879] [17474] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-06 13:38:46.879] [17474] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-06 13:38:46.918] [17474] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:38:46.918] [17474] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:38:46.930] [17474] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-06 13:38:46.930] [17474] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-06 13:38:47.058] [17474] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 140.098547 milliseconds
[2025-11-06 13:38:47.059] [17474] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 140.488032 milliseconds
[2025-11-06 13:38:47.059] [17474] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-06 13:38:47.059] [17474] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-06 13:38:47.061] [17474] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:38:47.062] [17474] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-06 13:38:47.069] [17474] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:38:47.070] [17474] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 17515)
[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 17516)
[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 17517)
[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-06 13:38:47.193] [17474] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:41:23.445] [17663] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-06 13:41:23.457] [17663] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-06 13:41:23.458] [17663] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-06 13:41:23.458] [17663] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-06 13:41:23.483] [17663] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:41:23.483] [17663] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:41:23.490] [17663] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-06 13:41:23.490] [17663] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-06 13:41:23.523] [17663] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 40.407101 milliseconds
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 40.737993 milliseconds
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 17701)
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 17702)
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 17703)
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-06 13:41:23.546] [17663] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:45:15.985] [17814] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-06 13:45:15.997] [17814] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-06 13:45:15.999] [17814] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-06 13:45:15.999] [17814] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-06 13:45:16.018] [17814] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:45:16.018] [17814] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:45:16.026] [17814] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-06 13:45:16.026] [17814] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-06 13:45:16.058] [17814] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 39.562028 milliseconds
[2025-11-06 13:45:16.058] [17814] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 39.890179 milliseconds
[2025-11-06 13:45:16.058] [17814] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 17852)
[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 17853)
[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 17854)
[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-06 13:45:16.081] [17814] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:45:33.950] [17893] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-06 13:45:33.961] [17893] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-06 13:45:33.962] [17893] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-06 13:45:33.962] [17893] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-06 13:45:33.983] [17893] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:45:33.983] [17893] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:45:33.991] [17893] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-06 13:45:33.991] [17893] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-06 13:45:34.026] [17893] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 43.221282 milliseconds
[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 43.643748 milliseconds
[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 17934)
[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-06 13:45:34.028] [17893] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 17935)
[2025-11-06 13:45:34.028] [17893] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-06 13:45:34.028] [17893] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 17936)
[2025-11-06 13:45:34.028] [17893] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-06 13:45:34.028] [17893] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-06 13:45:34.055] [17893] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:54:09.873] [18342] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-06 13:54:09.917] [18342] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-06 13:54:09.918] [18342] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-06 13:54:09.918] [18342] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-06 13:54:09.939] [18342] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:54:09.939] [18342] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:54:09.946] [18342] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-06 13:54:09.946] [18342] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-06 13:54:09.980] [18342] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 41.381308 milliseconds
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 41.703606 milliseconds
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 18380)
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 18381)
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 18382)
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-06 13:54:10.003] [18342] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:54:35.958] [18450] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-06 13:54:35.973] [18450] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-06 13:54:35.982] [18450] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-06 13:54:35.982] [18450] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-06 13:54:36.035] [18450] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:54:36.035] [18450] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:54:36.044] [18450] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-06 13:54:36.044] [18450] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-06 13:54:36.110] [18450] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 74.772675 milliseconds
[2025-11-06 13:54:36.110] [18450] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 75.237494 milliseconds
[2025-11-06 13:54:36.110] [18450] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-06 13:54:36.110] [18450] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-06 13:54:36.111] [18450] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:54:36.111] [18450] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-06 13:54:36.111] [18450] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:54:36.111] [18450] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 18487)
[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 18488)
[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 18489)
[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-06 13:54:36.163] [18450] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:57:00.015] [18573] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-06 13:57:00.028] [18573] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-06 13:57:00.029] [18573] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-06 13:57:00.029] [18573] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-06 13:57:00.047] [18573] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:57:00.047] [18573] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:57:00.055] [18573] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-06 13:57:00.055] [18573] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 49.127932 milliseconds
[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 49.473324 milliseconds
[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 18611)
[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 18612)
[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 18613)
[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-06 13:57:00.122] [18573] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:57:28.020] [18650] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-06 13:57:28.032] [18650] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-06 13:57:28.034] [18650] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-06 13:57:28.034] [18650] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-06 13:57:28.058] [18650] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:57:28.058] [18650] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 13:57:28.065] [18650] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-06 13:57:28.065] [18650] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-06 13:57:28.097] [18650] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 39.525607 milliseconds
[2025-11-06 13:57:28.097] [18650] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 39.851128 milliseconds
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 18758)
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 18759)
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 18760)
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-06 13:57:28.120] [18650] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 15:03:05.561] [19128] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-06 15:03:05.573] [19128] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-06 15:03:05.575] [19128] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-06 15:03:05.575] [19128] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-06 15:03:05.628] [19128] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 15:03:05.628] [19128] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 15:03:05.641] [19128] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-06 15:03:05.641] [19128] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-06 15:03:05.711] [19128] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 82.266501 milliseconds
[2025-11-06 15:03:05.712] [19128] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 82.959952 milliseconds
[2025-11-06 15:03:05.712] [19128] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-06 15:03:05.712] [19128] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-06 15:03:05.712] [19128] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 15:03:05.712] [19128] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-06 15:03:05.713] [19128] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 15:03:05.713] [19128] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 19166)
[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 19167)
[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 19168)
[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-06 15:03:05.746] [19128] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 15:07:15.008] [19758] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-06 15:07:15.021] [19758] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-06 15:07:15.022] [19758] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-06 15:07:15.022] [19758] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-06 15:07:15.040] [19758] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 15:07:15.040] [19758] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 15:07:15.047] [19758] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-06 15:07:15.047] [19758] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 39.468603 milliseconds
[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 39.793753 milliseconds
[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 19851)
[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 19852)
[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 19853)
[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-06 15:07:15.102] [19758] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 15:07:23.215] [19843] [HailoRT] [error] [filesystem.cpp:265] [create] Failed to flock file: /tmp/hmon_files/19758yz6lZB, with errno: 11
[2025-11-06 15:07:23.215] [19843] [HailoRT] [error] [monitor_handler.cpp:236] [dump_state] Failed to open and lock file /tmp/hmon_files/19758yz6lZB, with status: HAILO_FILE_OPERATION_FAILURE(14)
[2025-11-06 15:09:08.291] [19843] [HailoRT] [error] [filesystem.cpp:265] [create] Failed to flock file: /tmp/hmon_files/19758yz6lZB, with errno: 11
[2025-11-06 15:09:08.291] [19843] [HailoRT] [error] [monitor_handler.cpp:236] [dump_state] Failed to open and lock file /tmp/hmon_files/19758yz6lZB, with status: HAILO_FILE_OPERATION_FAILURE(14)
[2025-11-06 15:09:39.829] [19992] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-06 15:09:39.841] [19992] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64
[2025-11-06 15:09:39.850] [19992] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-06 15:09:39.850] [19992] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-06 15:09:39.908] [19992] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 15:09:39.908] [19992] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-06 15:09:39.920] [19992] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109
[2025-11-06 15:09:39.920] [19992] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-06 15:09:39.968] [19992] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 60.515145 milliseconds
[2025-11-06 15:09:39.968] [19992] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 60.859149 milliseconds
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3))
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640)
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 20087)
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 20088)
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 20089)
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-06 15:09:39.992] [19992] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat

9
snap_version.py
View File

@@ -69,7 +69,8 @@ def start_system():
kafka_results_queue = multiprocessing.Queue()
# Create threading queues for each camera
for cam, details in cameras_config.items():
details['msg_queue'] = queue.Queue(maxsize=1)
# details['msg_queue'] = queue.Queue(maxsize=1)
details['msg_queue'] = multiprocessing.Queue(maxsize=1)
details['img_scoring_queue'] = img_scoring_queue
details['kafka_queue'] = kafka_results_queue
@@ -88,7 +89,8 @@ def start_system():
# Start camera threads
camera_threads = []
for cam_name, details in cameras_config.items():
thread = threading.Thread(target=start_snap_manager, kwargs=details)
# thread = threading.Thread(target=start_snap_manager, kwargs=details)
thread = multiprocessing.Process(target=start_snap_manager, kwargs=details)
thread.daemon = True
thread.start()
camera_threads.append(thread)
@@ -122,12 +124,13 @@ def start_system():
msg_counts[cam_name] += 1
logger.debug(f"Auto-sent 'get' to {cam_name}")
time.sleep(0.25)
except queue.Full:
pass # Queue full, skip
except Exception as e:
logger.error(f"Error auto-sending to {cam_name}: {e}")
time.sleep(1) # Small delay
except KeyboardInterrupt:
logger.info("Shutting down...")
# Send exit messages to all cameras

7
utils.py
View File

@@ -58,11 +58,11 @@ def get_snap(url,
'cmd': 'Snap',
'channel': 0,
'rs': ''.join(choices(string.ascii_uppercase + string.digits, k=10)),
'snapType': 'sub',
'snapType': 'main',
'user': username,
'password': password,
}
if width is not None and height is not None:
if width is not None and height is not None and data['snapType'] == 'sub':
data['width'] = width
data['height'] = height
parms = parse.urlencode(data, safe="!").encode("utf-8")
@@ -136,6 +136,7 @@ def kafka_poster(kafka_results_queue):
while True:
msg = kafka_results_queue.get()
msg_type = msg.get('type', 'n/a')
try:
if msg_type in {'objdet'}:
data = msg['data']
cam_name = data['camera_name']
@@ -151,6 +152,8 @@ def kafka_poster(kafka_results_queue):
key=data['timestamp'],
value=data['image_bytes'],
serialize_value=False)
except Exception as e:
logger.error(f'Error when publishing to {topic_name}: {str(e)}')
def model_scoring_callback(completion_info, bindings, data, kafka_queue):