[2025-11-02 22:16:48.344] [3862] [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: 3902)
[2025-11-02 22:16:48.344] [3862] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-02 22:16:48.344] [3862] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-02 22:16:48.371] [3862] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-02 22:44:56.035] [4680] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-02 22:44:56.048] [4680] [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
[2025-11-02 22:44:56.049] [4680] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-02 22:44:56.049] [4680] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-02 22:44:56.072] [4680] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-02 22:44:56.072] [4680] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
[2025-11-02 22:44:56.079] [4680] [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
[2025-11-02 22:44:56.079] [4680] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-02 22:44:56.110] [4680] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 37.958631 milliseconds
[2025-11-02 22:44:56.110] [4680] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 38.289612 milliseconds
[2025-11-02 22:44:56.110] [4680] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
[2025-11-02 22:44:56.110] [4680] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-02 22:44:56.110] [4680] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-02 22:44:56.110] [4680] [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))
[2025-11-02 22:44:56.110] [4680] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-02 22:44:56.110] [4680] [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)
[2025-11-02 22:44:56.111] [4680] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-02 22:44:56.111] [4680] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-02 22:44:56.111] [4680] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 4732)
[2025-11-02 22:44:56.111] [4680] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
[2025-11-02 22:44:56.111] [4680] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 4733)
[2025-11-02 22:44:56.111] [4680] [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
[2025-11-02 22:44:56.111] [4680] [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: 4734)
[2025-11-02 22:44:56.111] [4680] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-02 22:44:56.111] [4680] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-02 22:44:56.132] [4680] [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 12:09:44.303] [6964] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-03 12:09:44.315] [6964] [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 12:09:44.316] [6964] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-03 12:09:44.316] [6964] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-03 12:09:44.337] [6964] [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 12:09:44.337] [6964] [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 12:09:44.344] [6964] [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 12:09:44.344] [6964] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-03 12:09:44.383] [6964] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 45.82359 milliseconds
[2025-11-03 12:09:44.383] [6964] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 46.162315 milliseconds
[2025-11-03 12:09:44.383] [6964] [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 12:09:44.383] [6964] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-03 12:09:44.383] [6964] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 12:09:44.383] [6964] [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 12:09:44.383] [6964] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 12:09:44.383] [6964] [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 12:09:44.384] [6964] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-03 12:09:44.384] [6964] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-03 12:09:44.384] [6964] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 7002)
[2025-11-03 12:09:44.384] [6964] [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 12:09:44.384] [6964] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 7003)
[2025-11-03 12:09:44.384] [6964] [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 12:09:44.384] [6964] [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: 7004)
[2025-11-03 12:09:44.384] [6964] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-03 12:09:44.384] [6964] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-03 12:09:44.413] [6964] [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 12:10:46.541] [7103] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-03 12:10:46.553] [7103] [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 12:10:46.554] [7103] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-03 12:10:46.554] [7103] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-03 12:10:46.575] [7103] [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 12:10:46.575] [7103] [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 12:10:46.582] [7103] [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 12:10:46.582] [7103] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-03 12:10:46.618] [7103] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 42.272298 milliseconds
[2025-11-03 12:10:46.618] [7103] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 42.598987 milliseconds
[2025-11-03 12:10:46.618] [7103] [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 12:10:46.618] [7103] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-03 12:10:46.618] [7103] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 12:10:46.618] [7103] [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 12:10:46.618] [7103] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 12:10:46.618] [7103] [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 12:10:46.619] [7103] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-03 12:10:46.619] [7103] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-03 12:10:46.619] [7103] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 7141)
[2025-11-03 12:10:46.619] [7103] [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 12:10:46.619] [7103] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 7142)
[2025-11-03 12:10:46.619] [7103] [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 12:10:46.619] [7103] [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: 7143)
[2025-11-03 12:10:46.619] [7103] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-03 12:10:46.619] [7103] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-03 12:10:46.643] [7103] [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 12:11:20.582] [7240] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-03 12:11:20.593] [7240] [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 12:11:20.594] [7240] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-03 12:11:20.594] [7240] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-03 12:11:20.614] [7240] [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 12:11:20.614] [7240] [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 12:11:20.621] [7240] [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 12:11:20.621] [7240] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-03 12:11:20.659] [7240] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 44.461299 milliseconds
[2025-11-03 12:11:20.659] [7240] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 44.78971 milliseconds
[2025-11-03 12:11:20.659] [7240] [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 12:11:20.659] [7240] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-03 12:11:20.659] [7240] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 12:11:20.659] [7240] [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 12:11:20.659] [7240] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 12:11:20.659] [7240] [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 12:11:20.659] [7240] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-03 12:11:20.659] [7240] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-03 12:11:20.659] [7240] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 7278)
[2025-11-03 12:11:20.659] [7240] [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 12:11:20.659] [7240] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 7279)
[2025-11-03 12:11:20.659] [7240] [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 12:11:20.660] [7240] [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: 7280)
[2025-11-03 12:11:20.660] [7240] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-03 12:11:20.660] [7240] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-03 12:11:20.681] [7240] [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 12:11:46.318] [7325] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-03 12:11:46.329] [7325] [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 12:11:46.331] [7325] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-03 12:11:46.331] [7325] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-03 12:11:46.356] [7325] [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 12:11:46.356] [7325] [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 12:11:46.364] [7325] [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 12:11:46.364] [7325] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-03 12:11:46.401] [7325] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 44.405558 milliseconds
[2025-11-03 12:11:46.401] [7325] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 44.760653 milliseconds
[2025-11-03 12:11:46.401] [7325] [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 12:11:46.401] [7325] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-03 12:11:46.402] [7325] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 12:11:46.402] [7325] [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 12:11:46.402] [7325] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 12:11:46.402] [7325] [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 12:11:46.402] [7325] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-03 12:11:46.402] [7325] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-03 12:11:46.402] [7325] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 7366)
[2025-11-03 12:11:46.402] [7325] [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 12:11:46.402] [7325] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 7367)
[2025-11-03 12:11:46.402] [7325] [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 12:11:46.402] [7325] [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: 7368)
[2025-11-03 12:11:46.402] [7325] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-03 12:11:46.402] [7325] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-03 12:11:46.426] [7325] [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 12:13:45.420] [7476] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-03 12:13:45.433] [7476] [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 12:13:45.436] [7476] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-03 12:13:45.436] [7476] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-03 12:13:45.457] [7476] [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 12:13:45.457] [7476] [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 12:13:45.464] [7476] [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 12:13:45.464] [7476] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-03 12:13:45.502] [7476] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 44.810283 milliseconds
[2025-11-03 12:13:45.502] [7476] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 45.192731 milliseconds
[2025-11-03 12:13:45.502] [7476] [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 12:13:45.502] [7476] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-03 12:13:45.502] [7476] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 12:13:45.502] [7476] [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 12:13:45.502] [7476] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 12:13:45.502] [7476] [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 12:13:45.503] [7476] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-03 12:13:45.503] [7476] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-03 12:13:45.503] [7476] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 7514)
[2025-11-03 12:13:45.503] [7476] [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 12:13:45.503] [7476] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 7515)
[2025-11-03 12:13:45.503] [7476] [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 12:13:45.503] [7476] [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: 7516)
[2025-11-03 12:13:45.503] [7476] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
[2025-11-03 12:13:45.503] [7476] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
[2025-11-03 12:13:45.529] [7476] [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 12:23:08.311] [7588] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
[2025-11-03 12:23:08.324] [7588] [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 12:23:08.325] [7588] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
[2025-11-03 12:23:08.325] [7588] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
[2025-11-03 12:23:08.345] [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 12:23:08.345] [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 12:23:08.355] [7588] [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 12:23:08.355] [7588] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
[2025-11-03 12:23:08.388] [7588] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 43.115977 milliseconds
[2025-11-03 12:23:08.389] [7588] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 43.450647 milliseconds
[2025-11-03 12:23:08.389] [7588] [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 12:23:08.389] [7588] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
[2025-11-03 12:23:08.389] [7588] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 12:23:08.389] [7588] [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 12:23:08.389] [7588] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
[2025-11-03 12:23:08.389] [7588] [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 12:23:08.389] [7588] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
[2025-11-03 12:23:08.389] [7588] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
[2025-11-03 12:23:08.389] [7588] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 7626)
[2025-11-03 12:23:08.389] [7588] [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 12:23:08.389] [7588] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 7627)
[2025-11-03 12:23:08.389] [7588] [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 12:23:08.389] [7588] [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: 7628)
[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