diff --git a/__pycache__/utils.cpython-311.pyc b/__pycache__/utils.cpython-311.pyc
index 2e266ff..c220bce 100644
Binary files a/__pycache__/utils.cpython-311.pyc and b/__pycache__/utils.cpython-311.pyc differ
diff --git a/hailort.log b/hailort.log
index 30bacaa..3647148 100644
--- a/hailort.log
+++ b/hailort.log
@@ -4724,4 +4724,470 @@
 [2025-10-31 20:58:46.591] [278956] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 278975)
 [2025-10-31 20:58:46.591] [278956] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
 [2025-10-31 20:58:46.591] [278956] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 278976)
-[2025-10-31 20:58:46.591] [278956] [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-Pro
\ No newline at end of file
+[2025-10-31 20:58:46.591] [278956] [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-Pro[2025-10-31 21:22:56.752] [280189] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:22:56.764] [280189] [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
+[2025-10-31 21:22:56.765] [280189] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:22:56.765] [280189] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:22:56.785] [280189] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:22:56.785] [280189] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:22:56.792] [280189] [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
+[2025-10-31 21:22:56.792] [280189] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:22:56.829] [280189] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 44.185175 milliseconds
+[2025-10-31 21:22:56.829] [280189] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 44.491251 milliseconds
+[2025-10-31 21:22:56.830] [280189] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:22:56.830] [280189] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:22:56.830] [280189] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:22:56.830] [280189] [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))
+[2025-10-31 21:22:56.830] [280189] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:22:56.830] [280189] [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)
+[2025-10-31 21:22:56.830] [280189] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:22:56.830] [280189] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:22:56.830] [280189] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 280211)
+[2025-10-31 21:22:56.830] [280189] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:22:56.830] [280189] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 280212)
+[2025-10-31 21:22:56.830] [280189] [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-Pro[2025-10-31 21:29:12.525] [280352] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:29:12.536] [280352] [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
+[2025-10-31 21:29:12.537] [280352] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:29:12.537] [280352] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:29:12.561] [280352] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:29:12.561] [280352] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:29:12.569] [280352] [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
+[2025-10-31 21:29:12.569] [280352] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:29:12.608] [280352] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 46.713548 milliseconds
+[2025-10-31 21:29:12.608] [280352] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 47.047403 milliseconds
+[2025-10-31 21:29:12.608] [280352] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:29:12.608] [280352] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:29:12.609] [280352] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:29:12.609] [280352] [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))
+[2025-10-31 21:29:12.609] [280352] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:29:12.609] [280352] [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)
+[2025-10-31 21:29:12.609] [280352] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:29:12.609] [280352] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:29:12.609] [280352] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 280374)
+[2025-10-31 21:29:12.609] [280352] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:29:12.609] [280352] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 280375)
+[2025-10-31 21:29:12.609] [280352] [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-Pro[2025-10-31 21:30:43.606] [280537] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:30:43.619] [280537] [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
+[2025-10-31 21:30:43.620] [280537] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:30:43.620] [280537] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:30:43.641] [280537] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:30:43.641] [280537] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:30:43.648] [280537] [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
+[2025-10-31 21:30:43.648] [280537] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:30:43.683] [280537] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 41.576896 milliseconds
+[2025-10-31 21:30:43.683] [280537] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 41.888991 milliseconds
+[2025-10-31 21:30:43.683] [280537] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:30:43.683] [280537] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:30:43.683] [280537] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:30:43.683] [280537] [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))
+[2025-10-31 21:30:43.683] [280537] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:30:43.683] [280537] [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)
+[2025-10-31 21:30:43.683] [280537] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:30:43.683] [280537] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:30:43.683] [280537] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 280560)
+[2025-10-31 21:30:43.683] [280537] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:30:43.683] [280537] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 280561)
+[2025-10-31 21:30:43.683] [280537] [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-Pro[2025-10-31 21:30:57.944] [280605] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:30:57.956] [280605] [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
+[2025-10-31 21:30:57.957] [280605] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:30:57.957] [280605] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:30:57.982] [280605] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:30:57.982] [280605] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:30:57.991] [280605] [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
+[2025-10-31 21:30:57.991] [280605] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:30:58.025] [280605] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 41.794175 milliseconds
+[2025-10-31 21:30:58.025] [280605] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 42.198363 milliseconds
+[2025-10-31 21:30:58.025] [280605] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:30:58.025] [280605] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:30:58.025] [280605] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:30:58.025] [280605] [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))
+[2025-10-31 21:30:58.026] [280605] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:30:58.026] [280605] [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)
+[2025-10-31 21:30:58.026] [280605] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:30:58.026] [280605] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:30:58.026] [280605] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 280628)
+[2025-10-31 21:30:58.026] [280605] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:30:58.026] [280605] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 280629)
+[2025-10-31 21:30:58.026] [280605] [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-Pro[2025-10-31 21:31:07.902] [280668] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:31:07.915] [280668] [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
+[2025-10-31 21:31:07.917] [280668] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:31:07.917] [280668] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:31:07.943] [280668] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:31:07.943] [280668] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:31:07.954] [280668] [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
+[2025-10-31 21:31:07.954] [280668] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:31:07.988] [280668] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 44.787014 milliseconds
+[2025-10-31 21:31:07.989] [280668] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 45.126165 milliseconds
+[2025-10-31 21:31:07.989] [280668] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:31:07.989] [280668] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:31:07.989] [280668] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:31:07.989] [280668] [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))
+[2025-10-31 21:31:07.989] [280668] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:31:07.989] [280668] [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)
+[2025-10-31 21:31:07.989] [280668] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:31:07.989] [280668] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:31:07.989] [280668] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 280692)
+[2025-10-31 21:31:07.989] [280668] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:31:07.989] [280668] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 280693)
+[2025-10-31 21:31:07.989] [280668] [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-Pro[2025-10-31 21:31:37.248] [280804] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:31:37.260] [280804] [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
+[2025-10-31 21:31:37.261] [280804] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:31:37.261] [280804] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:31:37.282] [280804] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:31:37.282] [280804] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:31:37.290] [280804] [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
+[2025-10-31 21:31:37.290] [280804] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:31:37.351] [280804] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 68.584357 milliseconds
+[2025-10-31 21:31:37.351] [280804] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 68.926915 milliseconds
+[2025-10-31 21:31:37.351] [280804] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:31:37.351] [280804] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:31:37.351] [280804] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:31:37.351] [280804] [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))
+[2025-10-31 21:31:37.352] [280804] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:31:37.352] [280804] [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)
+[2025-10-31 21:31:37.352] [280804] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:31:37.352] [280804] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:31:37.352] [280804] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 280828)
+[2025-10-31 21:31:37.352] [280804] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:31:37.352] [280804] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 280829)
+[2025-10-31 21:31:37.352] [280804] [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-Pro[2025-10-31 21:31:51.365] [280884] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:31:51.376] [280884] [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
+[2025-10-31 21:31:51.378] [280884] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:31:51.378] [280884] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:31:51.416] [280884] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:31:51.416] [280884] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:31:51.425] [280884] [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
+[2025-10-31 21:31:51.425] [280884] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:31:51.459] [280884] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 41.295559 milliseconds
+[2025-10-31 21:31:51.459] [280884] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 41.743156 milliseconds
+[2025-10-31 21:31:51.459] [280884] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:31:51.459] [280884] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:31:51.459] [280884] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:31:51.459] [280884] [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))
+[2025-10-31 21:31:51.459] [280884] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:31:51.459] [280884] [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)
+[2025-10-31 21:31:51.460] [280884] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:31:51.460] [280884] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:31:51.460] [280884] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 280908)
+[2025-10-31 21:31:51.460] [280884] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:31:51.460] [280884] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 280909)
+[2025-10-31 21:31:51.460] [280884] [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-Pro[2025-10-31 21:34:20.541] [281148] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:34:20.552] [281148] [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
+[2025-10-31 21:34:20.553] [281148] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:34:20.553] [281148] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:34:20.572] [281148] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:34:20.572] [281148] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:34:20.580] [281148] [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
+[2025-10-31 21:34:20.580] [281148] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:34:20.613] [281148] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 40.185199 milliseconds
+[2025-10-31 21:34:20.613] [281148] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 40.500202 milliseconds
+[2025-10-31 21:34:20.613] [281148] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:34:20.613] [281148] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:34:20.613] [281148] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:34:20.613] [281148] [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))
+[2025-10-31 21:34:20.613] [281148] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:34:20.614] [281148] [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)
+[2025-10-31 21:34:20.614] [281148] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:34:20.614] [281148] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:34:20.614] [281148] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 281167)
+[2025-10-31 21:34:20.614] [281148] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:34:20.614] [281148] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 281168)
+[2025-10-31 21:34:20.614] [281148] [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-Pro[2025-10-31 21:34:57.425] [281281] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:34:57.436] [281281] [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
+[2025-10-31 21:34:57.437] [281281] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:34:57.437] [281281] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:34:57.456] [281281] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:34:57.456] [281281] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:34:57.463] [281281] [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
+[2025-10-31 21:34:57.463] [281281] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:34:57.496] [281281] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 39.801214 milliseconds
+[2025-10-31 21:34:57.496] [281281] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 40.11605 milliseconds
+[2025-10-31 21:34:57.496] [281281] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:34:57.496] [281281] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:34:57.496] [281281] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:34:57.496] [281281] [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))
+[2025-10-31 21:34:57.497] [281281] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:34:57.497] [281281] [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)
+[2025-10-31 21:34:57.497] [281281] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:34:57.497] [281281] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:34:57.497] [281281] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 281300)
+[2025-10-31 21:34:57.497] [281281] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:34:57.497] [281281] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 281301)
+[2025-10-31 21:34:57.497] [281281] [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-Proc[2025-10-31 21:36:22.292] [281370] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:36:22.304] [281370] [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
+[2025-10-31 21:36:22.305] [281370] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:36:22.305] [281370] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:36:22.327] [281370] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:36:22.327] [281370] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:36:22.334] [281370] [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
+[2025-10-31 21:36:22.334] [281370] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:36:22.368] [281370] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 41.106132 milliseconds
+[2025-10-31 21:36:22.368] [281370] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 41.436913 milliseconds
+[2025-10-31 21:36:22.368] [281370] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:36:22.369] [281370] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:36:22.369] [281370] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:36:22.369] [281370] [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))
+[2025-10-31 21:36:22.369] [281370] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:36:22.369] [281370] [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)
+[2025-10-31 21:36:22.369] [281370] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:36:22.369] [281370] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:36:22.369] [281370] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 281392)
+[2025-10-31 21:36:22.369] [281370] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:36:22.369] [281370] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 281393)
+[2025-10-31 21:36:22.369] [281370] [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
+[2025-10-31 21:36:22.369] [281370] [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: 281394)
+[2025-10-31 21:36:22.369] [281370] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
+[2025-10-31 21:36:22.369] [281370] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
+[2025-10-31 21:36:22.392] [281370] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:36:49.792] [281466] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:36:49.808] [281466] [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
+[2025-10-31 21:36:49.809] [281466] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:36:49.809] [281466] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:36:49.833] [281466] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:36:49.833] [281466] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:36:49.844] [281466] [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
+[2025-10-31 21:36:49.845] [281466] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:36:49.897] [281466] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 62.743884 milliseconds
+[2025-10-31 21:36:49.897] [281466] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 63.153554 milliseconds
+[2025-10-31 21:36:49.897] [281466] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:36:49.897] [281466] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:36:49.898] [281466] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:36:49.898] [281466] [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))
+[2025-10-31 21:36:49.900] [281466] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:36:49.900] [281466] [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)
+[2025-10-31 21:36:49.904] [281466] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:36:49.904] [281466] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:36:49.904] [281466] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 281493)
+[2025-10-31 21:36:49.904] [281466] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:36:49.904] [281466] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 281494)
+[2025-10-31 21:36:49.904] [281466] [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
+[2025-10-31 21:36:49.904] [281466] [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: 281495)
+[2025-10-31 21:36:49.904] [281466] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
+[2025-10-31 21:36:49.904] [281466] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
+[2025-10-31 21:36:49.930] [281466] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:37:39.263] [281559] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:37:39.275] [281559] [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
+[2025-10-31 21:37:39.277] [281559] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:37:39.277] [281559] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:37:39.301] [281559] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:37:39.301] [281559] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:37:39.310] [281559] [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
+[2025-10-31 21:37:39.310] [281559] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:37:39.349] [281559] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 48.210672 milliseconds
+[2025-10-31 21:37:39.350] [281559] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 48.548823 milliseconds
+[2025-10-31 21:37:39.350] [281559] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:37:39.350] [281559] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:37:39.350] [281559] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:37:39.350] [281559] [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))
+[2025-10-31 21:37:39.350] [281559] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:37:39.350] [281559] [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)
+[2025-10-31 21:37:39.350] [281559] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:37:39.350] [281559] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:37:39.350] [281559] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 281583)
+[2025-10-31 21:37:39.350] [281559] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:37:39.350] [281559] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 281584)
+[2025-10-31 21:37:39.350] [281559] [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
+[2025-10-31 21:37:39.350] [281559] [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: 281585)
+[2025-10-31 21:37:39.350] [281559] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
+[2025-10-31 21:37:39.350] [281559] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
+[2025-10-31 21:37:39.381] [281559] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:37:42.470] [281575] [HailoRT] [error] [filesystem.cpp:265] [create] Failed to flock file: /tmp/hmon_files/281559LJzXY2, with errno: 11
+[2025-10-31 21:37:42.470] [281575] [HailoRT] [error] [monitor_handler.cpp:236] [dump_state] Failed to open and lock file /tmp/hmon_files/281559LJzXY2, with status: HAILO_FILE_OPERATION_FAILURE(14)
+[2025-10-31 21:39:04.990] [282067] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:39:05.003] [282067] [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
+[2025-10-31 21:39:05.004] [282067] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:39:05.004] [282067] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:39:05.023] [282067] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:39:05.023] [282067] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:39:05.031] [282067] [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
+[2025-10-31 21:39:05.031] [282067] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:39:05.064] [282067] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 40.540961 milliseconds
+[2025-10-31 21:39:05.064] [282067] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 40.869334 milliseconds
+[2025-10-31 21:39:05.064] [282067] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:39:05.064] [282067] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:39:05.064] [282067] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:39:05.064] [282067] [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))
+[2025-10-31 21:39:05.064] [282067] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:39:05.064] [282067] [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)
+[2025-10-31 21:39:05.065] [282067] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:39:05.065] [282067] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:39:05.065] [282067] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 282091)
+[2025-10-31 21:39:05.065] [282067] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:39:05.065] [282067] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 282092)
+[2025-10-31 21:39:05.065] [282067] [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
+[2025-10-31 21:39:05.065] [282067] [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: 282093)
+[2025-10-31 21:39:05.065] [282067] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
+[2025-10-31 21:39:05.065] [282067] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
+[2025-10-31 21:39:05.087] [282067] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:47:28.135] [282742] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:47:28.148] [282742] [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
+[2025-10-31 21:47:28.149] [282742] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:47:28.149] [282742] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:47:28.170] [282742] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:47:28.170] [282742] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:47:28.178] [282742] [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
+[2025-10-31 21:47:28.178] [282742] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:47:28.212] [282742] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 41.805583 milliseconds
+[2025-10-31 21:47:28.212] [282742] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 42.162401 milliseconds
+[2025-10-31 21:47:28.212] [282742] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:47:28.212] [282742] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:47:28.212] [282742] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:47:28.212] [282742] [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))
+[2025-10-31 21:47:28.213] [282742] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:47:28.213] [282742] [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)
+[2025-10-31 21:47:28.213] [282742] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:47:28.213] [282742] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:47:28.213] [282742] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 282769)
+[2025-10-31 21:47:28.213] [282742] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:47:28.213] [282742] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 282770)
+[2025-10-31 21:47:28.213] [282742] [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
+[2025-10-31 21:47:28.213] [282742] [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: 282771)
+[2025-10-31 21:47:28.213] [282742] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
+[2025-10-31 21:47:28.213] [282742] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
+[2025-10-31 21:47:28.241] [282742] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:48:21.878] [282811] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:48:21.890] [282811] [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
+[2025-10-31 21:48:21.891] [282811] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:48:21.891] [282811] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:48:21.911] [282811] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:48:21.911] [282811] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:48:21.918] [282811] [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
+[2025-10-31 21:48:21.918] [282811] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:48:21.952] [282811] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 40.397442 milliseconds
+[2025-10-31 21:48:21.952] [282811] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 40.717371 milliseconds
+[2025-10-31 21:48:21.952] [282811] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:48:21.952] [282811] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:48:21.952] [282811] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:48:21.952] [282811] [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))
+[2025-10-31 21:48:21.952] [282811] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:48:21.952] [282811] [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)
+[2025-10-31 21:48:21.952] [282811] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:48:21.952] [282811] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:48:21.952] [282811] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 282835)
+[2025-10-31 21:48:21.952] [282811] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:48:21.952] [282811] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 282836)
+[2025-10-31 21:48:21.952] [282811] [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-Pro[2025-10-31 21:49:05.779] [282961] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:49:05.792] [282961] [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
+[2025-10-31 21:49:05.793] [282961] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:49:05.793] [282961] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:49:05.816] [282961] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:49:05.816] [282961] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:49:05.824] [282961] [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
+[2025-10-31 21:49:05.824] [282961] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:49:05.859] [282961] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 42.148957 milliseconds
+[2025-10-31 21:49:05.859] [282961] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 42.472755 milliseconds
+[2025-10-31 21:49:05.859] [282961] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:49:05.859] [282961] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:49:05.859] [282961] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:49:05.859] [282961] [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))
+[2025-10-31 21:49:05.859] [282961] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:49:05.859] [282961] [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)
+[2025-10-31 21:49:05.859] [282961] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:49:05.859] [282961] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:49:05.859] [282961] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 282985)
+[2025-10-31 21:49:05.859] [282961] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:49:05.859] [282961] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 282986)
+[2025-10-31 21:49:05.859] [282961] [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-Pro[2025-10-31 21:49:33.178] [283116] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:49:33.190] [283116] [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
+[2025-10-31 21:49:33.192] [283116] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:49:33.192] [283116] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:49:33.211] [283116] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:49:33.211] [283116] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:49:33.218] [283116] [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
+[2025-10-31 21:49:33.218] [283116] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:49:33.253] [283116] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 41.210782 milliseconds
+[2025-10-31 21:49:33.253] [283116] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 41.533766 milliseconds
+[2025-10-31 21:49:33.253] [283116] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:49:33.253] [283116] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:49:33.253] [283116] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:49:33.253] [283116] [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))
+[2025-10-31 21:49:33.253] [283116] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:49:33.253] [283116] [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)
+[2025-10-31 21:49:33.253] [283116] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:49:33.253] [283116] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:49:33.253] [283116] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 283140)
+[2025-10-31 21:49:33.253] [283116] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:49:33.253] [283116] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 283141)
+[2025-10-31 21:49:33.253] [283116] [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
+[2025-10-31 21:49:33.254] [283116] [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: 283142)
+[2025-10-31 21:49:33.254] [283116] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
+[2025-10-31 21:49:33.254] [283116] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
+[2025-10-31 21:49:33.275] [283116] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:49:48.122] [283192] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:49:48.135] [283192] [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
+[2025-10-31 21:49:48.136] [283192] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:49:48.136] [283192] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:49:48.158] [283192] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:49:48.158] [283192] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:49:48.165] [283192] [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
+[2025-10-31 21:49:48.165] [283192] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:49:48.203] [283192] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 44.977849 milliseconds
+[2025-10-31 21:49:48.203] [283192] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 45.475798 milliseconds
+[2025-10-31 21:49:48.203] [283192] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:49:48.204] [283192] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:49:48.204] [283192] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:49:48.204] [283192] [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))
+[2025-10-31 21:49:48.204] [283192] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:49:48.205] [283192] [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)
+[2025-10-31 21:49:48.205] [283192] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:49:48.205] [283192] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:49:48.205] [283192] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 283216)
+[2025-10-31 21:49:48.205] [283192] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:49:48.205] [283192] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 283217)
+[2025-10-31 21:49:48.205] [283192] [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
+[2025-10-31 21:49:48.205] [283192] [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: 283218)
+[2025-10-31 21:49:48.205] [283192] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
+[2025-10-31 21:49:48.205] [283192] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
+[2025-10-31 21:49:48.230] [283192] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:50:01.298] [283260] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:50:01.311] [283260] [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
+[2025-10-31 21:50:01.312] [283260] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:50:01.312] [283260] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:50:01.335] [283260] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:50:01.335] [283260] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:50:01.343] [283260] [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
+[2025-10-31 21:50:01.343] [283260] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:50:01.383] [283260] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 47.691798 milliseconds
+[2025-10-31 21:50:01.383] [283260] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 48.039394 milliseconds
+[2025-10-31 21:50:01.384] [283260] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:50:01.384] [283260] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:50:01.384] [283260] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:50:01.384] [283260] [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))
+[2025-10-31 21:50:01.384] [283260] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:50:01.384] [283260] [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)
+[2025-10-31 21:50:01.384] [283260] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:50:01.384] [283260] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:50:01.384] [283260] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 283284)
+[2025-10-31 21:50:01.384] [283260] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:50:01.384] [283260] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 283285)
+[2025-10-31 21:50:01.384] [283260] [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
+[2025-10-31 21:50:01.384] [283260] [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: 283286)
+[2025-10-31 21:50:01.384] [283260] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
+[2025-10-31 21:50:01.384] [283260] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
+[2025-10-31 21:50:01.411] [283260] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:52:02.215] [283856] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false
+[2025-10-31 21:52:02.228] [283856] [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
+[2025-10-31 21:52:02.229] [283856] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0
+[2025-10-31 21:52:02.229] [283856] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0
+[2025-10-31 21:52:02.248] [283856] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:52:02.248] [283856] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
+[2025-10-31 21:52:02.256] [283856] [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
+[2025-10-31 21:52:02.256] [283856] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully
+[2025-10-31 21:52:02.289] [283856] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 39.702233 milliseconds
+[2025-10-31 21:52:02.289] [283856] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 40.013291 milliseconds
+[2025-10-31 21:52:02.289] [283856] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE
+[2025-10-31 21:52:02.289] [283856] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl)
+[2025-10-31 21:52:02.289] [283856] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:52:02.289] [283856] [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))
+[2025-10-31 21:52:02.289] [283856] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s)
+[2025-10-31 21:52:02.289] [283856] [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)
+[2025-10-31 21:52:02.289] [283856] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s)
+[2025-10-31 21:52:02.289] [283856] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process)
+[2025-10-31 21:52:02.289] [283856] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 283880)
+[2025-10-31 21:52:02.289] [283856] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1
+[2025-10-31 21:52:02.289] [283856] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 283881)
+[2025-10-31 21:52:02.289] [283856] [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
+[2025-10-31 21:52:02.289] [283856] [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: 283882)
+[2025-10-31 21:52:02.289] [283856] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process
+[2025-10-31 21:52:02.289] [283856] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user
+[2025-10-31 21:52:02.311] [283856] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat
diff --git a/images/camera_backyard/1761961143.9017894.jpg b/images/camera_backyard/1761961143.9017894.jpg
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index 0000000..b14916a
Binary files /dev/null and b/images/camera_backyard/1761961143.9017894.jpg differ
diff --git a/images/camera_backyard/1761961204.0556133.jpg b/images/camera_backyard/1761961204.0556133.jpg
new file mode 100644
index 0000000..8acb88c
Binary files /dev/null and b/images/camera_backyard/1761961204.0556133.jpg differ
diff --git a/images/camera_backyard/1761961264.2010655.jpg b/images/camera_backyard/1761961264.2010655.jpg
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diff --git a/scores/camera_backyard_right b/scores/camera_backyard_right
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index 0000000..9a7aab9
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diff --git a/scores/camera_driveway b/scores/camera_driveway
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index 0000000..02f9c43
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diff --git a/scores/camera_railing b/scores/camera_railing
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index 0000000..b7bf6f1
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diff --git a/scores/camera_sidefeeder b/scores/camera_sidefeeder
new file mode 100644
index 0000000..3c87d1d
--- /dev/null
+++ b/scores/camera_sidefeeder
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diff --git a/scores/camera_wrenwatch b/scores/camera_wrenwatch
new file mode 100644
index 0000000..9ef95c0
--- /dev/null
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+{"timestamp": 1761962189.3644, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2182, 0.9406, 0.311, 0.9998], "score": 0.245}], "image_hash": "e68175d74cd6501169d55527702d34b145075469"}
+{"timestamp": 1761962190.356, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2183, 0.9415, 0.31, 0.9998], "score": 0.3106}], "image_hash": "d62afea871805fd07217fd4cf77837ea4f7baca6"}
+{"timestamp": 1761962191.4056, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2183, 0.9409, 0.3107, 1.0001], "score": 0.2564}], "image_hash": "338ab4ef6236673ae657ebd70033e9d4f48f0854"}
+{"timestamp": 1761962192.4251, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2182, 0.9403, 0.3115, 0.9998], "score": 0.3277}], "image_hash": "c7c0b590b8eb7e392f53668fa7fdd9918c143ef4"}
+{"timestamp": 1761962193.445, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2183, 0.9408, 0.3129, 1.0], "score": 0.2365}], "image_hash": "9380b5c042cbdbf7cd5c38ff7940839f04e980bb"}
+{"timestamp": 1761962194.4643, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2185, 0.9415, 0.312, 0.9998], "score": 0.2536}], "image_hash": "94461b7027239f368be06c8f4a2ca9042c65cdae"}
+{"timestamp": 1761962195.4849, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.218, 0.9413, 0.3112, 1.0], "score": 0.2735}], "image_hash": "822b44ec8cd9568c50a866f26c8900ffd344b36f"}
+{"timestamp": 1761962196.5249, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2184, 0.9396, 0.3099, 1.0001], "score": 0.2394}], "image_hash": "b965d35ae551ce3ee50099f9d571acc170011791"}
+{"timestamp": 1761962197.5766, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.218, 0.9413, 0.3128, 0.9998], "score": 0.2764}], "image_hash": "a2881f9ccb45edbeaca94998412747c5c6e30287"}
+{"timestamp": 1761962198.5806, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2178, 0.9409, 0.3121, 1.0001], "score": 0.2194}], "image_hash": "2884c51cfcd0f26c179aed5a4392d4fa0fe03260"}
+{"timestamp": 1761962199.5941, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2181, 0.9407, 0.3114, 1.0], "score": 0.2878}], "image_hash": "946b4af0ad24b7dd6d6950a86eb51db162f4fbca"}
+{"timestamp": 1761962200.5849, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2183, 0.9396, 0.3114, 0.9998], "score": 0.3277}], "image_hash": "f1352b9fb6ac9be96c91e0750ec53cc783c948a3"}
+{"timestamp": 1761962201.6467, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2182, 0.9396, 0.3135, 1.0], "score": 0.2536}], "image_hash": "c3622d36b0f0f95892136b6ddac5d79c67a7ee7b"}
+{"timestamp": 1761962202.4447, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2183, 0.9413, 0.3097, 0.9998], "score": 0.3163}], "image_hash": "b2ce544f9a8751d035a42c11039bac2322a7fba9"}
+{"timestamp": 1761962203.4056, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2184, 0.941, 0.3121, 0.9998], "score": 0.3305}], "image_hash": "9e2489a3cb70686fcc9663d1bb30e54cd70c85ed"}
+{"timestamp": 1761962204.4867, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2182, 0.9396, 0.3095, 0.9998], "score": 0.2394}], "image_hash": "703fc97527af6a1fa3a312459ce338bbd4e39513"}
+{"timestamp": 1761962205.446, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2184, 0.9403, 0.3093, 1.0], "score": 0.3704}], "image_hash": "1e9aa5c56e5c0ea2941ab0c49a496f4f8931ff7c"}
+{"timestamp": 1761962206.5276, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2184, 0.9399, 0.3087, 0.9998], "score": 0.3077}], "image_hash": "21a1af6256f269e92b00fefdabee7db5b3689e06"}
+{"timestamp": 1761962207.5436, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2183, 0.9385, 0.3104, 1.0001], "score": 0.245}], "image_hash": "67df86cf7eef3d7243f3f84b6eecccc536e461f1"}
+{"timestamp": 1761962208.5749, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2185, 0.9398, 0.3083, 0.9998], "score": 0.3248}], "image_hash": "c38e38e633a06e44264ececfe9d1055e77730e9e"}
+{"timestamp": 1761962209.5811, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2183, 0.9398, 0.3077, 1.0], "score": 0.2678}], "image_hash": "33892f2cf5684977826838519fd60b09eaab83e2"}
+{"timestamp": 1761962210.62, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2183, 0.9406, 0.3093, 1.0], "score": 0.2792}], "image_hash": "564d4ba96bbfddffae581a319c312b25264e7ccd"}
+{"timestamp": 1761962211.6613, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2183, 0.9407, 0.3111, 1.0], "score": 0.3191}], "image_hash": "862060bcac178eeca08cdfdb005e0e55b190468f"}
+{"timestamp": 1761962212.6399, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2181, 0.9407, 0.3113, 1.0], "score": 0.2707}], "image_hash": "8032170678eb2a35a6aa542917c77278a85006e8"}
+{"timestamp": 1761962213.6742, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2182, 0.9406, 0.3104, 0.9998], "score": 0.2906}], "image_hash": "5272f0e8f376fbd49d95acca73ef4624fd31e64c"}
+{"timestamp": 1761962214.4556, "scores": [], "image_hash": "8e7a84f1a9b80afbed75d7450982cb3aa821361d"}
+{"timestamp": 1761962215.4613, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.218, 0.9391, 0.3115, 1.0], "score": 0.2992}], "image_hash": "05f7082a95c805d518b8f269f5ef02594178da4e"}
+{"timestamp": 1761962216.5054, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2183, 0.9394, 0.3119, 1.0], "score": 0.228}], "image_hash": "35b0bc87c90aae204b6007d53d601d74e7f598de"}
+{"timestamp": 1761962217.5421, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2181, 0.94, 0.3097, 0.9998], "score": 0.2536}], "image_hash": "62487cf75dc43a34812458eb4fbd96027a926bbf"}
+{"timestamp": 1761962218.5456, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2179, 0.9403, 0.3108, 0.9998], "score": 0.322}], "image_hash": "c862ba16ab81d17ebbbe6588929e9868f13b6c83"}
+{"timestamp": 1761962219.5631, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2182, 0.9402, 0.3095, 1.0001], "score": 0.2764}], "image_hash": "b66bab12f8dff61bbf2387c98e44bce0b68b7a43"}
+{"timestamp": 1761962220.583, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2179, 0.94, 0.3128, 0.9998], "score": 0.2906}], "image_hash": "19d36de548847543d0314e7160c5758f3557a087"}
+{"timestamp": 1761962221.5964, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2181, 0.9403, 0.3105, 1.0], "score": 0.3305}], "image_hash": "192569831b5e2c67c952128c98262d96e2e4bbb9"}
+{"timestamp": 1761962222.6379, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.218, 0.941, 0.3125, 0.9998], "score": 0.245}], "image_hash": "e45e945e2d494e8cf49d7f179b92027acc7e4629"}
+{"timestamp": 1761962223.6364, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.218, 0.9404, 0.3125, 1.0001], "score": 0.3106}], "image_hash": "8a194f9cba6358a41a0abf4816f251a6f498af58"}
+{"timestamp": 1761962224.6956, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2184, 0.94, 0.3086, 1.0], "score": 0.3676}], "image_hash": "f5bad87c0945335c736d5349930804fa40ace09a"}
+{"timestamp": 1761962225.7374, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2181, 0.9408, 0.3094, 1.0], "score": 0.2935}], "image_hash": "d828d11fb9105b3c33223c9659220bd58fe7c299"}
+{"timestamp": 1761962226.6734, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2183, 0.9413, 0.3116, 0.9998], "score": 0.3448}], "image_hash": "3123a6c195e6b15079be310487346822c216afa3"}
+{"timestamp": 1761962227.4786, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2182, 0.9413, 0.3106, 1.0], "score": 0.3533}], "image_hash": "13c55128fa7e1a594533d8d265dda6e1661f9e8e"}
+{"timestamp": 1761962228.4978, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2183, 0.9417, 0.3106, 0.9998], "score": 0.3733}], "image_hash": "1b40c30ade784aef05f2c87426f6950b6bd41912"}
+{"timestamp": 1761962229.5749, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2183, 0.9419, 0.3109, 1.0], "score": 0.3619}], "image_hash": "384aaadef6fd54f984ed30279a20c3e07a65f43c"}
+{"timestamp": 1761962230.5386, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.218, 0.9396, 0.3112, 1.0001], "score": 0.4217}], "image_hash": "5b4136088592d0e4151c1c339e453eb5be857301"}
+{"timestamp": 1761962231.592, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2184, 0.9375, 0.3077, 1.0], "score": 0.3562}], "image_hash": "89b83b5c2470259979de8c1471903b2c53b6d42d"}
+{"timestamp": 1761962232.5789, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2186, 0.9378, 0.3109, 1.0], "score": 0.3419}], "image_hash": "0e2f62a600af3d22bf7f1e9b8f94f8dce834efd2"}
+{"timestamp": 1761962233.5959, "scores": [{"idx": 137, "species": "Procyon lotor", "boxes": [0.2181, 0.9375, 0.312, 0.9998], "score": 0.3533}], "image_hash": "b3cbb58c2d8082a27e2d0b76820761db2dbbe74a"}
diff --git a/snap_version.py b/snap_version.py
index 6d50fd0..d29ef2e 100644
--- a/snap_version.py
+++ b/snap_version.py
@@ -5,7 +5,9 @@ import queue
 import multiprocessing
 import time
 
-logger = get_logger('live_inference', file_path='/var/log/live_inference.log', stdout=True)
+logger = get_logger('live_inference',
+                    file_path='/var/log/live_inference.log',
+                    stdout=True)
 
 all_cameras_config = {
     "camera_sidefeeder": {
@@ -36,25 +38,39 @@ all_cameras_config = {
 }
 
 for cam, details in all_cameras_config.items():
-    details['url_rtsp'] = f"rtsp://admin:marybear@{details['ip']}:554/h264Preview_01_sub"
+    details[
+        'url_rtsp'] = f"rtsp://admin:marybear@{details['ip']}:554/h264Preview_01_sub"
     details['url_api'] = f"http://{details['ip']}/cgi-bin/api.cgi"
     details['username'] = 'admin'
     details['password'] = 'marybear'
     details['camera_name'] = cam
+# %%
+if False:
+    details = all_cameras_config['camera_driveway']
+    url = details['url_api']
+    username = 'admin'
+    password = 'marybear'
+    from utils import get_snap
 
+    cc = get_snap(url, username, password)
+# %%
+cameras_config = dict()
+#cameras_config['camera_railing'] = all_cameras_config['camera_railing']
 cameras_config = all_cameras_config
 
+
 def start_system():
     # Create shared multiprocessing queue for model
     img_scoring_queue = multiprocessing.Queue(maxsize=len(cameras_config) * 2)
-    
+
     # Create threading queues for each camera
     for cam, details in cameras_config.items():
         details['msg_queue'] = queue.Queue(maxsize=1)
         details['img_scoring_queue'] = img_scoring_queue
 
     # Start model process
-    model_process = multiprocessing.Process(target=run_model, args=(img_scoring_queue,))
+    model_process = multiprocessing.Process(target=run_model,
+                                            args=(img_scoring_queue, ))
     model_process.daemon = True
     model_process.start()
     logger.info('Started model process')
@@ -74,23 +90,34 @@ def start_system():
 
     # Auto-capture loop - continuously send get messages when queues are empty
     msg_counts = dict()
+    last_save = dict()
     for cam_name in cameras_config:
         msg_counts[cam_name] = 0
-        
+        last_save[cam_name] = 0
+
+    save_interval = 60
     try:
         while True:
             for cam_name, details in cameras_config.items():
                 try:
                     if details['msg_queue'].empty():
-                        details['msg_queue'].put('get', block=False)
-                        msg_counts[cam_name]+=1
+                        c_time = time.time()
+                        cmd_suffix = ''
+                        if (c_time - last_save[cam_name]) > save_interval:
+                            cmd_suffix = '+save'
+                            last_save[cam_name] = c_time
+
+                        details['msg_queue'].put('get' + cmd_suffix,
+                                                 block=False)
+
+                        msg_counts[cam_name] += 1
                         logger.debug(f"Auto-sent 'get' to {cam_name}")
                 except queue.Full:
                     pass  # Queue full, skip
                 except Exception as e:
                     logger.error(f"Error auto-sending to {cam_name}: {e}")
-            
-            time.sleep(0.1)  # Small delay
+
+            time.sleep(1)  # Small delay
     except KeyboardInterrupt:
         logger.info("Shutting down...")
         # Send exit messages to all cameras
@@ -99,7 +126,7 @@ def start_system():
                 details['msg_queue'].put('exit', block=False)
             except:
                 pass
-        
+
         # Terminate model process
         if model_process.is_alive():
             model_process.terminate()
@@ -107,6 +134,8 @@ def start_system():
             if model_process.is_alive():
                 model_process.kill()
 
+
 if __name__ == "__main__":
-    multiprocessing.set_start_method('spawn', force=True)  # Ensure compatibility
+    multiprocessing.set_start_method('spawn',
+                                     force=True)  # Ensure compatibility
     start_system()
diff --git a/utils.py b/utils.py
index 4eba147..b1dda2a 100644
--- a/utils.py
+++ b/utils.py
@@ -38,7 +38,7 @@ r = redis.Redis('localhost',port=6379, db=14)
 
 logger = logging.getLogger('live_inference')
 
-def get_snap( url, username, password, proxies = None, timeout=5, save_image = None, camera_name = 'N/A'):
+def get_snap( url, username, password, proxies = None, timeout=5, save_image = None, camera_name = 'N/A', width = None, height = None):
     data = {
         'cmd': 'Snap',
         'channel': 0,
@@ -47,6 +47,9 @@ def get_snap( url, username, password, proxies = None, timeout=5, save_image = N
         'user': username,
         'password': password,
     }
+    if width is not None and height is not None:
+        data['width'] = width
+        data['height'] = height
     parms = parse.urlencode(data, safe="!").encode("utf-8")
 
     try:
@@ -62,10 +65,11 @@ def get_snap( url, username, password, proxies = None, timeout=5, save_image = N
 
             logging.info(f'{camera_name}: Got image of {img_rgb.shape}')
             return img_rgb
-
+        else:
+            logging.info(f'{camera_name}: Got response code of {response.status_code}')
     except Exception as e:
         logging.error(f'{camera_name} failure: {str(e)}')
-        raise
+
 
 
 # %%
@@ -128,8 +132,9 @@ def dump_model_results_to_json(camera_name, timestamp,  output_array, hash_value
 
     json_str = json.dumps(round_floats(score_dict))
 
-
-    with open('/home/thebears/source/infer/scores/' + camera_name,'a') as ff:
+    rt_path = '/home/thebears/source/infer/scores/'
+    os.makedirs(rt_path, exist_ok = True)
+    with open(rt_path  + camera_name,'a') as ff:
         ff.write(json_str)
         ff.write('\n')
 
@@ -177,7 +182,7 @@ def run_model(img_scoring_queue):
                     continue
 
 class SnapManager():
-    def __init__(self, ip, url_api, username, password, camera_name, msg_queue=None, img_scoring_queue=None, split_into_two=False, **kwargs):
+    def __init__(self, ip, url_api, username, password, camera_name, msg_queue=None, img_scoring_queue=None, split_into_two=False, resolution = None, **kwargs):
         self.ip = ip
         self.url_api = url_api
         self.username = username
@@ -186,6 +191,7 @@ class SnapManager():
         self.split_into_two = split_into_two
         self.msg_queue = msg_queue
         self.img_scoring_queue = img_scoring_queue
+        self.resolution = resolution
         logger.info(f"{self.camera_name}: initialized")
 
     def format_image_for_model(self, image, timestamp):
@@ -217,8 +223,14 @@ class SnapManager():
             })
         return msg
 
-    def capture_and_prepare(self):
-        img = get_snap(self.url_api,self.username, self.password, camera_name =  self.camera_name)
+    def capture_and_prepare(self, save_image = None):
+        if self.resolution is not None:
+            width = self.resolution[1]
+            height = self.resolution[0]
+        else:
+            width = None
+            height = None
+        img = get_snap(self.url_api,self.username, self.password, camera_name =  self.camera_name, save_image= save_image, width = width, height = height)
         if img is not None:
             timestamp = time.time()
             return self.format_image_for_model(img, timestamp)
@@ -230,9 +242,13 @@ class SnapManager():
                 msg = self.msg_queue.get(timeout=0.1)
                 if msg == 'exit':
                     break
-                if msg == 'get':
+                elif msg.startswith('get'):
+                    if '+save' in msg:
+                        save_image = 'images/'+self.camera_name +'/'+  str(time.time()) + '.jpg'
+                    else:
+                        save_image = None
                     logger.info(f'Processing capture for {self.camera_name}')
-                    model_msgs = self.capture_and_prepare()
+                    model_msgs = self.capture_and_prepare(save_image = save_image)
                     for model_msg in model_msgs:
                         # Use put_nowait for multiprocessing queue to avoid blocking
                         try: