From e03cc13d2b370331abf60421319649650dd93938 Mon Sep 17 00:00:00 2001 From: The Bears Date: Thu, 6 Nov 2025 15:22:07 -0500 Subject: [PATCH] YACWC --- __pycache__/utils.cpython-311.pyc | Bin 19320 -> 19698 bytes hailort.log | 394 ++++++++++++++++++++++++++++++ snap_version.py | 9 +- utils.py | 39 +-- 4 files changed, 421 insertions(+), 21 deletions(-) diff --git a/__pycache__/utils.cpython-311.pyc b/__pycache__/utils.cpython-311.pyc index 7d4752df76e54a57f23ecc508388963c58b4ae0f..47513844e3e7c790b71bf96144a5de2ea789155d 100644 GIT binary patch delta 2717 zcmew{jq%e=M!w~|yj%~ zqu^u}w&%=3YlJ8Bv4=8?)UZzC6q#JbF3Bi5c?!EBquAtQ?3%pdbC^>k<}fW|WMEj$ zIN6R}l~Zyq5|2@8asY=tqx9qn9Knn-lb>+-%FFuQVhPSmEGPoG>K4OGkViBbZ!u=y zV#!U+%$w}bsmE2M&cMKMi@CToX>%>7Gn27C0|P^mAxMm?II%1>J~KBlJ+;URB&rP} zbU;$v*@RJNDjH;! zF#`jGChsk-%;LSY5W1YPoS}j_lA)Y&0%H%8rl4O)5h%%2G3V(g+A)H>%9fv$ zm6BRg1o8?v5^ix7mlW}&Cgx`5rN`f5j4!gB93v*@Zw?AC3kC)TH%*qJZV;yjMD&8p z;4e-s%1q43tV)e9OUx-vt&(&tD#|ZXD9=dEQz$4+%E>Iw$jnPuD9Kl-VzN@uCU194JQEC!Y{gWwf3APE3-!C<_$E>KNB*^K@c!OVjhSddr)eHQpH^il8m`$mkz;Z)c zegW?lX}t*?H)QQsXk3uBzaVSBAp$~A;JPayd__Rvx`65>0o4^=H?;ItRA14uzM*6A zft5i}?IQz|pwSl)@c}`wF$hV`h`b=Ec0o`LYE3=)_H2;7qGNx<%=!a6*gj@K+b;~v zg0>$(#E&0eIT!>aKQJ(I`Z6MucX@>ReY$)uNP2IGx*+L&AwtsosPTcqgJws}KwL@h zi#$G8cziBkpdUYe{P@5OGVaHZA0O30;a4odz`(H9Nx;dD;gB7dvpw@+4qay}=EGL3 z&i2fk%_Vf07_BC!NQDcSf#L|13W_>FEbGaqrQEoEK+Fgb;XheMT8}YuvbVIN2sl9{ zfg+eGEe)KqiYzBLNJ|RO1&b9Y-(t$oEXn|B%bdJM+JtpI0|UeS%}=EnnHhIYelFK2 zu^A+{1(YC|iv&TMSTajebBnf5Zjd);+%tKHyfI_p6{*EVb0%+B(NZu0NiilCiGft|-r`KnE6q(UN-Rk&+7B{i-(*Hr zB^Qt*Zn0z)=jYvGO)1SSC@u;FNd|%Rvg8+}=G|f~FUl-Q)#QhU4oHG0zqF*Fv?Lx< z>a3oeu4>E%a!AqI$qQ6<7*|a`t18R22xJb3II#JPsu2gH;be6^H8rq*W`d-^UYQ4S z8w4TGmX=xsE-Z^GKq?l12v8weR5p2vzLE_nGHNilK9->B7@1F^o>+NPQ1ljlv)fbbqj8B6r~o& z7pLZ>6rBgDXU@t`D$1I?Mp{OIv#2yLJ~uxlHK*t^0|Ud8%_RoXtO5xj_kdDgktT>` zHF>_NeBdjPR<5Gd;{2S_lFa-(sJB4@#dC|LI5j7&=sQUD4-f%10iqei{RJXG1{8r! z{R!g!p3HCN$SA%!&}=7jXf8-3A7le-d`@awi6$!~>~Dd@ks<)3f-Sx%Gd-h3lN*v= zz=oB8)PX~=4a7PDBCICITWJdX0WrblFF3VMo;<_KlkwK%M^?d%`kT$HuQ1hv?FOY? zn5BszEntVjt5i+SqTe7DxNCUXo5Cutq%Yv^U7Kjj?e8{DW@#|z;*K|pc8cn7mkZ=)5lO|KqUy!;3 zllQu+u*xwqFmz6S=IYP5VX~Q90;B!p>2B(xE+7TqvQ89a%~B9IZ1QC{GsdXNT<+>( z;Fbeha!F-DYVj?$;*8Rg%$y>o$?opTyr)5d!djG?l3837IJw+io$>7C`R=0iC&A)D zU~zDk<4jL2@qtu_;9vkp7C1eC>b)XRt||hRD@CB(4^Hn8KY(0Z1oBi7+~dDEY;yBc yN^?@}ifkAe7(kVMu?;f=!v|(YM#dWqd<}dJn~go%nS?|cK@|%UX)yVu*LnbRRooT; delta 2314 zcmew~lkvwiM!w~|yj%`fq|ih zqlPPmbFv4kEHl>{?#UUfs+0FK@=u<_s?5kc`2eddBj4nEtg(#zlWo|ZGYhN{oUFzk z$|y9shFzagc=8%{Lq?Iw_t-UAMdvW5h)w3<&}9;zJDHb5hgG76KTCeH0H@644i0%% z$r_$4E->$b8O!7|9Quq>lmBq|%1Qg(VhPSmEGS}PU|_h#@Dk)?O~zY{*|(UBOOqyN zaO!Pd!0F6ntjEB>P-Fm7!&RJEmKvX#o0y(jWC;@00ukCEDemmVwCu$A!qU{z)FPY7 zVm#SgSquye`V0&V#jTUOc}y84Cm-aI-~67(f=TY6wX3OzAj5G(IS)aG6M|fxJj^Gg z)jZjmPqMRm@@#hHf50Re1v1)*fq_Aj_ZC-Xab{j|Nn&1dYLVMyJ0US{knAny%)F8! z@5%8(N{n8Un}jAa+DsM`)?{qm>>xamk(-Tyfq|KUf#Gu%IV<%MEeq8NOGSwU9IB2fkghRqu# zb(k0}C*P9}7cd2dFeuE6K!H$XHQ80hjoTX}7!D%*CQp;mV~m)5R7TMO6vRb|pb%tA zO9Mw^kp+mym62GS0g07c>_w?1@%c$vMYBONOvTB!nDR4=(m_ULOx|xOGucU2f^{te z1H+un@v@A}jN2zCDl|%L1j%m#rA6i<0)nDOxBBdX?R;2Z>UVbM&Gsu>^xq_=1t z$R?JegCLvOiwjbdGgFIiu_onLq!t&=nrx`1#b`V^Mop4!FG$Cp$<=B~E+8vzv1AqJ z=iOpWDa|b?E(!oi27-)W$uCIFyTw{wlv$Fh$&VB;Jo%+11*IkNiA6<;l|?HjKU6bj z16f+Mda{(d4&#c+?&`8!3qa<8h`pQh)Qvb84JI$tS5pJKeL6@A?Cd!Z7o&?#eyeX| zvK*ue5jPUK`6;P6@tJvPsYR)I$*J*anR%JT8L26na<|xW^3&5(i;BV~M;R1|x_~tD zfPBDQoLW*83F5|1zHcBd>IPz#gNS(`0#q0jl}_e1R1yS5-7S{##LSYSXpmIQWIIDi zp$Q;ExJoi}Q}atp;&Y3O^e1N;8Zj=PJjYOi`z%P3IV(S@D0A|DLv_|q3=9kpH@`NN zW)+AB839UBMVcU%QDpN8^PSA0IUtcdkPWQyIjLzSnyircx&abL z4ewiQ@kN>G86}$BMc{-0Hmn$=4jdk>Al5MuVLADlwWh#t5EER2fs@?C$^15+j5j7n z+5|J|Y+h?~g{dBFHz)zZEKLAu0ec@_&TDcO{Q`-C%Jw2`J_IWVM->+%1A``85!ha^ zNpM4MF=ytcgYzbG**D3-iZN`nwZnZTm202?U`egWEGYsdf+|*RP{mWl4z78M^?xzy z7nx4BbCzdJm>lP9U*BxUqDJggwSM5w<^Xjlef5~ zOM=vBG8KV@i$Iz*nTq~^)a{#W;;zCf%gDgcHaXVapK;yfweAUwc9Z!$)J2^^3cv-L z2*{enAa3YnFAp=u$jOZ!>SCa@ev2)+q_QBj_!e7nMrlcAP7&keeIClZCqco)T9lfS zSzHt_`JIQl_-T*`Q*q8MmZH?elv}LD1v!}|MaL)WcuI$Y0{|Rv;G_YnSBgN{1yV+V za(EFa=|fx(a%&ODJKzEt?B!n^Ho5sJr8%i~Mb?ZA44{g$*mCn6rOLX4Il7~q7~ IWM`lC0AdJu4*&oF diff --git a/hailort.log b/hailort.log index d5facec..5bf2fdd 100644 --- a/hailort.log +++ b/hailort.log @@ -184,3 +184,397 @@ [2025-11-03 12:23:08.389] [7588] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process [2025-11-03 12:23:08.389] [7588] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user [2025-11-03 12:23:08.411] [7588] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-03 14:40:02.432] [8119] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-03 14:40:02.445] [8119] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-03 14:40:02.446] [8119] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-03 14:40:02.446] [8119] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-03 14:40:02.473] [8119] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-03 14:40:02.473] [8119] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-03 14:40:02.481] [8119] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-03 14:40:02.481] [8119] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 39.327913 milliseconds +[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 39.646434 milliseconds +[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-03 14:40:02.513] [8119] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 8157) +[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 8158) +[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 8159) +[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-03 14:40:02.514] [8119] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-03 14:40:02.535] [8119] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-03 20:57:03.399] [9731] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-03 20:57:03.412] [9731] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-03 20:57:03.413] [9731] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-03 20:57:03.413] [9731] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-03 20:57:03.431] [9731] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-03 20:57:03.431] [9731] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-03 20:57:03.439] [9731] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-03 20:57:03.439] [9731] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-03 20:57:03.474] [9731] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 42.634426 milliseconds +[2025-11-03 20:57:03.474] [9731] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 42.951781 milliseconds +[2025-11-03 20:57:03.474] [9731] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-03 20:57:03.474] [9731] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 9769) +[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 9770) +[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 9771) +[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-03 20:57:03.475] [9731] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-03 20:57:03.503] [9731] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-03 20:57:12.945] [9864] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-03 20:57:12.957] [9864] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-03 20:57:12.958] [9864] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-03 20:57:12.958] [9864] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-03 20:57:12.979] [9864] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-03 20:57:12.979] [9864] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-03 20:57:12.986] [9864] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-03 20:57:12.986] [9864] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-03 20:57:13.021] [9864] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 42.218311 milliseconds +[2025-11-03 20:57:13.021] [9864] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 42.604055 milliseconds +[2025-11-03 20:57:13.021] [9864] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-03 20:57:13.021] [9864] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 9903) +[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 9904) +[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 9905) +[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-03 20:57:13.022] [9864] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-03 20:57:13.045] [9864] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-03 21:24:45.803] [10348] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-03 21:24:45.816] [10348] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-03 21:24:45.817] [10348] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-03 21:24:45.817] [10348] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-03 21:24:45.835] [10348] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-03 21:24:45.835] [10348] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-03 21:24:45.843] [10348] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-03 21:24:45.843] [10348] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-03 21:24:45.875] [10348] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 39.391337 milliseconds +[2025-11-03 21:24:45.875] [10348] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 39.714895 milliseconds +[2025-11-03 21:24:45.875] [10348] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-03 21:24:45.875] [10348] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-03 21:24:45.875] [10348] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-03 21:24:45.875] [10348] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 10391) +[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 10392) +[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 10393) +[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-03 21:24:45.876] [10348] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-03 21:24:45.901] [10348] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:38:46.862] [17474] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-06 13:38:46.875] [17474] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-06 13:38:46.879] [17474] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-06 13:38:46.879] [17474] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-06 13:38:46.918] [17474] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:38:46.918] [17474] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:38:46.930] [17474] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-06 13:38:46.930] [17474] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-06 13:38:47.058] [17474] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 140.098547 milliseconds +[2025-11-06 13:38:47.059] [17474] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 140.488032 milliseconds +[2025-11-06 13:38:47.059] [17474] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-06 13:38:47.059] [17474] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-06 13:38:47.061] [17474] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:38:47.062] [17474] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-06 13:38:47.069] [17474] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:38:47.070] [17474] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 17515) +[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 17516) +[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 17517) +[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-06 13:38:47.071] [17474] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-06 13:38:47.193] [17474] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:41:23.445] [17663] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-06 13:41:23.457] [17663] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-06 13:41:23.458] [17663] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-06 13:41:23.458] [17663] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-06 13:41:23.483] [17663] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:41:23.483] [17663] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:41:23.490] [17663] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-06 13:41:23.490] [17663] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-06 13:41:23.523] [17663] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 40.407101 milliseconds +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 40.737993 milliseconds +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 17701) +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 17702) +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 17703) +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-06 13:41:23.524] [17663] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-06 13:41:23.546] [17663] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:45:15.985] [17814] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-06 13:45:15.997] [17814] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-06 13:45:15.999] [17814] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-06 13:45:15.999] [17814] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-06 13:45:16.018] [17814] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:45:16.018] [17814] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:45:16.026] [17814] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-06 13:45:16.026] [17814] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-06 13:45:16.058] [17814] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 39.562028 milliseconds +[2025-11-06 13:45:16.058] [17814] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 39.890179 milliseconds +[2025-11-06 13:45:16.058] [17814] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 17852) +[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 17853) +[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 17854) +[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-06 13:45:16.059] [17814] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-06 13:45:16.081] [17814] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:45:33.950] [17893] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-06 13:45:33.961] [17893] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-06 13:45:33.962] [17893] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-06 13:45:33.962] [17893] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-06 13:45:33.983] [17893] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:45:33.983] [17893] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:45:33.991] [17893] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-06 13:45:33.991] [17893] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-06 13:45:34.026] [17893] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 43.221282 milliseconds +[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 43.643748 milliseconds +[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 17934) +[2025-11-06 13:45:34.027] [17893] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-06 13:45:34.028] [17893] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 17935) +[2025-11-06 13:45:34.028] [17893] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-06 13:45:34.028] [17893] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 17936) +[2025-11-06 13:45:34.028] [17893] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-06 13:45:34.028] [17893] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-06 13:45:34.055] [17893] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:54:09.873] [18342] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-06 13:54:09.917] [18342] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-06 13:54:09.918] [18342] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-06 13:54:09.918] [18342] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-06 13:54:09.939] [18342] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:54:09.939] [18342] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:54:09.946] [18342] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-06 13:54:09.946] [18342] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-06 13:54:09.980] [18342] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 41.381308 milliseconds +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 41.703606 milliseconds +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 18380) +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 18381) +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 18382) +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-06 13:54:09.981] [18342] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-06 13:54:10.003] [18342] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:54:35.958] [18450] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-06 13:54:35.973] [18450] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-06 13:54:35.982] [18450] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-06 13:54:35.982] [18450] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-06 13:54:36.035] [18450] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:54:36.035] [18450] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:54:36.044] [18450] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-06 13:54:36.044] [18450] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-06 13:54:36.110] [18450] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 74.772675 milliseconds +[2025-11-06 13:54:36.110] [18450] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 75.237494 milliseconds +[2025-11-06 13:54:36.110] [18450] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-06 13:54:36.110] [18450] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-06 13:54:36.111] [18450] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:54:36.111] [18450] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-06 13:54:36.111] [18450] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:54:36.111] [18450] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 18487) +[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 18488) +[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 18489) +[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-06 13:54:36.112] [18450] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-06 13:54:36.163] [18450] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:57:00.015] [18573] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-06 13:57:00.028] [18573] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-06 13:57:00.029] [18573] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-06 13:57:00.029] [18573] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-06 13:57:00.047] [18573] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:57:00.047] [18573] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:57:00.055] [18573] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-06 13:57:00.055] [18573] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 49.127932 milliseconds +[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 49.473324 milliseconds +[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:57:00.097] [18573] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 18611) +[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 18612) +[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 18613) +[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-06 13:57:00.098] [18573] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-06 13:57:00.122] [18573] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:57:28.020] [18650] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-06 13:57:28.032] [18650] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-06 13:57:28.034] [18650] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-06 13:57:28.034] [18650] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-06 13:57:28.058] [18650] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:57:28.058] [18650] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 13:57:28.065] [18650] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-06 13:57:28.065] [18650] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-06 13:57:28.097] [18650] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 39.525607 milliseconds +[2025-11-06 13:57:28.097] [18650] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 39.851128 milliseconds +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 18758) +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 18759) +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 18760) +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-06 13:57:28.098] [18650] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-06 13:57:28.120] [18650] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 15:03:05.561] [19128] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-06 15:03:05.573] [19128] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-06 15:03:05.575] [19128] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-06 15:03:05.575] [19128] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-06 15:03:05.628] [19128] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 15:03:05.628] [19128] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 15:03:05.641] [19128] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-06 15:03:05.641] [19128] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-06 15:03:05.711] [19128] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 82.266501 milliseconds +[2025-11-06 15:03:05.712] [19128] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 82.959952 milliseconds +[2025-11-06 15:03:05.712] [19128] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-06 15:03:05.712] [19128] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-06 15:03:05.712] [19128] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 15:03:05.712] [19128] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-06 15:03:05.713] [19128] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 15:03:05.713] [19128] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 19166) +[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 19167) +[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 19168) +[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-06 15:03:05.714] [19128] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-06 15:03:05.746] [19128] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 15:07:15.008] [19758] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-06 15:07:15.021] [19758] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-06 15:07:15.022] [19758] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-06 15:07:15.022] [19758] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-06 15:07:15.040] [19758] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 15:07:15.040] [19758] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 15:07:15.047] [19758] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-06 15:07:15.047] [19758] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 39.468603 milliseconds +[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 39.793753 milliseconds +[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 15:07:15.080] [19758] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 19851) +[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 19852) +[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 19853) +[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-06 15:07:15.081] [19758] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-06 15:07:15.102] [19758] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 15:07:23.215] [19843] [HailoRT] [error] [filesystem.cpp:265] [create] Failed to flock file: /tmp/hmon_files/19758yz6lZB, with errno: 11 +[2025-11-06 15:07:23.215] [19843] [HailoRT] [error] [monitor_handler.cpp:236] [dump_state] Failed to open and lock file /tmp/hmon_files/19758yz6lZB, with status: HAILO_FILE_OPERATION_FAILURE(14) +[2025-11-06 15:09:08.291] [19843] [HailoRT] [error] [filesystem.cpp:265] [create] Failed to flock file: /tmp/hmon_files/19758yz6lZB, with errno: 11 +[2025-11-06 15:09:08.291] [19843] [HailoRT] [error] [monitor_handler.cpp:236] [dump_state] Failed to open and lock file /tmp/hmon_files/19758yz6lZB, with status: HAILO_FILE_OPERATION_FAILURE(14) +[2025-11-06 15:09:39.829] [19992] [HailoRT] [info] [vdevice.cpp:523] [create] Creating vdevice with params: device_count: 1, scheduling_algorithm: ROUND_ROBIN, multi_process_service: false +[2025-11-06 15:09:39.841] [19992] [HailoRT] [info] [device.cpp:49] [Device] OS Version: Linux 6.12.47+rpt-rpi-2712 #1 SMP PREEMPT Debian 1:6.12.47-1+rpt1~bookworm (2025-09-16) aarch64 +[2025-11-06 15:09:39.850] [19992] [HailoRT] [info] [control.cpp:108] [control__parse_identify_results] firmware_version is: 4.20.0 +[2025-11-06 15:09:39.850] [19992] [HailoRT] [info] [vdevice.cpp:651] [create] VDevice Infos: 0001:01:00.0 +[2025-11-06 15:09:39.908] [19992] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 15:09:39.908] [19992] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat +[2025-11-06 15:09:39.920] [19992] [HailoRT] [info] [internal_buffer_manager.cpp:204] [print_execution_results] Planned internal buffer memory: CMA memory 0, user memory 8041984. memory to edge layer usage factor is 0.8673109 +[2025-11-06 15:09:39.920] [19992] [HailoRT] [info] [internal_buffer_manager.cpp:212] [print_execution_results] Default Internal buffer planner executed successfully +[2025-11-06 15:09:39.968] [19992] [HailoRT] [info] [device_internal.cpp:57] [configure] Configuring HEF took 60.515145 milliseconds +[2025-11-06 15:09:39.968] [19992] [HailoRT] [info] [vdevice.cpp:749] [configure] Configuring HEF on VDevice took 60.859149 milliseconds +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [infer_model.cpp:436] [configure] Configuring network group 'yolov11l_inat' with params: batch size: 0, power mode: PERFORMANCE, latency: NONE +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [multi_io_elements.cpp:756] [create] Created (AsyncHwEl) +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (EntryPushQEl0yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [filter_elements.cpp:101] [create] Created (PreInferEl3yolov11l_inat/input_layer1 | Reorder - src_order: NHWC, src_shape: (640, 640, 3), dst_order: NHCW, dst_shape: (640, 640, 3)) +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [queue_elements.cpp:450] [create] Created (PushQEl3yolov11l_inat/input_layer1 | timeout: 10s) +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [multi_io_elements.cpp:135] [create] Created (NmsPPMuxEl0YOLOV8-Post-Process | Op YOLOV8, Name: YOLOV8-Post-Process, Score threshold: 0.200, IoU threshold: 0.70, Classes: 198, Cross classes: false, NMS results order: BY_CLASS, Max bboxes per class: 100, Image height: 640, Image width: 640) +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [queue_elements.cpp:942] [create] Created (MultiPushQEl0YOLOV8-Post-Process | timeout: 10s) +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [edge_elements.cpp:187] [create] Created (LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process) +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] EntryPushQEl0yolov11l_inat/input_layer1 | inputs: user | outputs: PreInferEl3yolov11l_inat/input_layer1(running in thread_id: 20087) +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PreInferEl3yolov11l_inat/input_layer1 | inputs: EntryPushQEl0yolov11l_inat/input_layer1[0] | outputs: PushQEl3yolov11l_inat/input_layer1 +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] PushQEl3yolov11l_inat/input_layer1 | inputs: PreInferEl3yolov11l_inat/input_layer1[0] | outputs: AsyncHwEl(running in thread_id: 20088) +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] AsyncHwEl | inputs: PushQEl3yolov11l_inat/input_layer1[0] | outputs: MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process MultiPushQEl0YOLOV8-Post-Process +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] MultiPushQEl0YOLOV8-Post-Process | inputs: AsyncHwEl[0] AsyncHwEl[1] AsyncHwEl[2] AsyncHwEl[3] AsyncHwEl[4] AsyncHwEl[5] | outputs: NmsPPMuxEl0YOLOV8-Post-Process(running in thread_id: 20089) +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] NmsPPMuxEl0YOLOV8-Post-Process | inputs: MultiPushQEl0YOLOV8-Post-Process[0] | outputs: LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process +[2025-11-06 15:09:39.969] [19992] [HailoRT] [info] [pipeline.cpp:891] [print_deep_description] LastAsyncEl0NmsPPMuxEl0YOLOV8-Post-Process | inputs: NmsPPMuxEl0YOLOV8-Post-Process[0] | outputs: user +[2025-11-06 15:09:39.992] [19992] [HailoRT] [info] [hef.cpp:1929] [get_network_group_and_network_name] No name was given. Addressing all networks of default network_group: yolov11l_inat diff --git a/snap_version.py b/snap_version.py index 6e4bd63..98b8b6a 100644 --- a/snap_version.py +++ b/snap_version.py @@ -69,7 +69,8 @@ def start_system(): kafka_results_queue = multiprocessing.Queue() # Create threading queues for each camera for cam, details in cameras_config.items(): - details['msg_queue'] = queue.Queue(maxsize=1) +# details['msg_queue'] = queue.Queue(maxsize=1) + details['msg_queue'] = multiprocessing.Queue(maxsize=1) details['img_scoring_queue'] = img_scoring_queue details['kafka_queue'] = kafka_results_queue @@ -88,7 +89,8 @@ def start_system(): # Start camera threads camera_threads = [] for cam_name, details in cameras_config.items(): - thread = threading.Thread(target=start_snap_manager, kwargs=details) +# thread = threading.Thread(target=start_snap_manager, kwargs=details) + thread = multiprocessing.Process(target=start_snap_manager, kwargs=details) thread.daemon = True thread.start() camera_threads.append(thread) @@ -122,12 +124,13 @@ def start_system(): msg_counts[cam_name] += 1 logger.debug(f"Auto-sent 'get' to {cam_name}") + time.sleep(0.25) except queue.Full: pass # Queue full, skip except Exception as e: logger.error(f"Error auto-sending to {cam_name}: {e}") - time.sleep(1) # Small delay + except KeyboardInterrupt: logger.info("Shutting down...") # Send exit messages to all cameras diff --git a/utils.py b/utils.py index 8b91245..c097895 100644 --- a/utils.py +++ b/utils.py @@ -58,11 +58,11 @@ def get_snap(url, 'cmd': 'Snap', 'channel': 0, 'rs': ''.join(choices(string.ascii_uppercase + string.digits, k=10)), - 'snapType': 'sub', + 'snapType': 'main', 'user': username, 'password': password, } - if width is not None and height is not None: + if width is not None and height is not None and data['snapType'] == 'sub': data['width'] = width data['height'] = height parms = parse.urlencode(data, safe="!").encode("utf-8") @@ -136,22 +136,25 @@ def kafka_poster(kafka_results_queue): while True: msg = kafka_results_queue.get() msg_type = msg.get('type', 'n/a') - if msg_type in {'objdet'}: - data = msg['data'] - cam_name = data['camera_name'] - topic_name = f'streaming_{cam_name}_{msg_type}' - kwq.kafka_client.send(topic=topic_name, - key=data['timestamp'], - value=data) - elif msg_type in {'image'}: - data = msg['data'] - cam_name = data['camera_name'] - topic_name = f'streaming_{cam_name}_{msg_type}' - kwq.kafka_client.send(topic=topic_name, - key=data['timestamp'], - value=data['image_bytes'], - serialize_value=False) - + try: + if msg_type in {'objdet'}: + data = msg['data'] + cam_name = data['camera_name'] + topic_name = f'streaming_{cam_name}_{msg_type}' + kwq.kafka_client.send(topic=topic_name, + key=data['timestamp'], + value=data) + elif msg_type in {'image'}: + data = msg['data'] + cam_name = data['camera_name'] + topic_name = f'streaming_{cam_name}_{msg_type}' + kwq.kafka_client.send(topic=topic_name, + key=data['timestamp'], + value=data['image_bytes'], + serialize_value=False) + except Exception as e: + logger.error(f'Error when publishing to {topic_name}: {str(e)}') + def model_scoring_callback(completion_info, bindings, data, kafka_queue): if completion_info.exception: