Not able to deploy model on am62x due to "[73632.621634] Out of memory: Killed process 43522 (cc1plus) total-vm:49288kB, anon-rss:20556kB, file-rss:0kB, shmem-rss:0kB, UID:0 pgtables:124kB oom_score_adj:0"

Report bugs
#1

Question/Issue: While I am trying to deploy the model on am62x, I am getting the following error:

[73632.030371] [ 44495] 0 44495 777 42 40960 0 0 cc
[73632.038281] [ 44496] 0 44496 777 41 40960 0 0 cc
[73632.046202] [ 44497] 0 44497 777 42 40960 0 0 cc
[73632.054110] [ 44498] 0 44498 777 41 40960 0 0 cc
[73632.062020] [ 44499] 0 44499 777 41 40960 0 0 cc
[73632.069941] [ 44500] 0 44500 6381 200 86016 0 0 cc1
[73632.077939] [ 44501] 0 44501 6381 200 90112 0 0 cc1
[73632.085934] [ 44502] 0 44502 6302 123 86016 0 0 cc1
[73632.093947] [ 44503] 0 44503 6373 192 90112 0 0 cc1
[73632.101942] [ 44504] 0 44504 6373 192 86016 0 0 cc1
[73632.109937] [ 44505] 0 44505 6373 192 81920 0 0 cc1
[73632.117943] [ 44506] 0 44506 6373 192 86016 0 0 cc1
[73632.125939] [ 44507] 0 44507 6373 192 86016 0 0 cc1
[73632.133935] [ 44508] 0 44508 6373 192 86016 0 0 cc1
[73632.141941] [ 44509] 0 44509 6381 200 86016 0 0 cc1
[73632.149937] [ 44510] 0 44510 6373 193 86016 0 0 cc1
[73632.157931] [ 44511] 0 44511 6342 158 86016 0 0 cc1
[73632.165939] [ 44512] 0 44512 6381 200 86016 0 0 cc1
[73632.173935] [ 44513] 0 44513 6381 200 86016 0 0 cc1
[73632.181930] [ 44514] 0 44514 6302 132 86016 0 0 cc1
[73632.189936] [ 44515] 0 44515 6373 193 86016 0 0 cc1
[73632.197933] [ 44516] 0 44516 6373 192 86016 0 0 cc1
[73632.205927] [ 44517] 0 44517 6373 192 86016 0 0 cc1
[73632.213934] [ 44518] 0 44518 6373 193 86016 0 0 cc1
[73632.221936] [ 44519] 0 44519 6373 192 86016 0 0 cc1
[73632.229933] [ 44520] 0 44520 6373 192 86016 0 0 cc1
[73632.237939] [ 44521] 0 44521 6373 192 90112 0 0 cc1
[73632.245935] [ 44522] 0 44522 6373 192 86016 0 0 cc1
[73632.253931] [ 44523] 0 44523 6373 192 81920 0 0 cc1
[73632.261938] [ 44524] 0 44524 6381 200 86016 0 0 cc1
[73632.269935] [ 44525] 0 44525 6373 192 86016 0 0 cc1
[73632.277930] [ 44526] 0 44526 6373 192 86016 0 0 cc1
[73632.285937] [ 44527] 0 44527 6381 167 86016 0 0 cc1
[73632.293932] [ 44528] 0 44528 6381 200 86016 0 0 cc1
[73632.301928] [ 44529] 0 44529 6302 124 86016 0 0 cc1
[73632.309935] [ 44530] 0 44530 6373 192 90112 0 0 cc1
[73632.317930] [ 44531] 0 44531 6373 193 86016 0 0 cc1
[73632.325925] [ 44532] 0 44532 6381 200 90112 0 0 cc1
[73632.333930] [ 44533] 0 44533 6373 162 90112 0 0 cc1
[73632.341927] [ 44534] 0 44534 6302 133 86016 0 0 cc1
[73632.349927] [ 44535] 0 44535 6373 192 86016 0 0 cc1
[73632.357936] [ 44536] 0 44536 6373 192 86016 0 0 cc1
[73632.365932] [ 44537] 0 44537 6373 192 86016 0 0 cc1
[73632.373926] [ 44538] 0 44538 6373 192 90112 0 0 cc1
[73632.381932] [ 44539] 0 44539 6373 192 90112 0 0 cc1
[73632.389929] [ 44540] 0 44540 6342 152 86016 0 0 cc1
[73632.397925] [ 44541] 0 44541 6373 192 86016 0 0 cc1
[73632.405931] [ 44542] 0 44542 6381 200 86016 0 0 cc1
[73632.413929] [ 44543] 0 44543 6373 188 86016 0 0 cc1
[73632.421924] [ 44544] 0 44544 6302 130 90112 0 0 cc1
[73632.429930] [ 44545] 0 44545 6302 124 86016 0 0 cc1
[73632.437925] [ 44546] 0 44546 6373 193 86016 0 0 cc1
[73632.445919] [ 44547] 0 44547 6381 200 86016 0 0 cc1
[73632.453928] [ 44552] 0 44552 777 43 40960 0 0 cc
[73632.461838] [ 44553] 0 44553 777 42 40960 0 0 cc
[73632.469747] [ 44556] 0 44556 5780 67 69632 0 0 cc1
[73632.477761] [ 44558] 0 44558 5713 67 73728 0 0 cc1
[73632.485759] [ 44559] 0 44559 6381 200 81920 0 0 cc1
[73632.493754] [ 44560] 0 44560 6381 200 86016 0 0 cc1
[73632.501762] [ 44561] 0 44561 6302 131 86016 0 0 cc1
[73632.509757] [ 44562] 0 44562 5713 65 73728 0 0 cc1
[73632.517752] [ 44563] 0 44563 6302 115 86016 0 0 cc1
[73632.525760] [ 44564] 0 44564 6302 122 86016 0 0 cc1
[73632.533757] [ 44565] 0 44565 777 42 40960 0 0 cc
[73632.541666] [ 44566] 0 44566 777 42 40960 0 0 cc
[73632.549586] [ 44569] 0 44569 777 39 40960 0 0 cc
[73632.557495] [ 44570] 0 44570 5694 25 45056 0 0 cc1
[73632.565490] [ 44572] 0 44572 777 36 36864 0 0 cc
[73632.573411] [ 44573] 0 44573 5160 18 40960 0 0 cc1
[73632.581408] [ 44574] 0 44574 4976 11 36864 0 0 cc1
[73632.589403] [ 44575] 0 44575 5160 19 36864 0 0 cc1
[73632.597411] [ 44576] 0 44576 924 425 45056 0 0 make
[73632.605504] oom-kill:constraint=CONSTRAINT_NONE,nodemask=(null),cpuset=/,mems_allowed=0,global_oom,task_memcg=/user.slice/user-0.slice/session-c1.scope,task=cc1plus,pid=43522,uid=0
[73632.621634] Out of memory: Killed process 43522 (cc1plus) total-vm:49288kB, anon-rss:20556kB, file-rss:0kB, shmem-rss:0kB, UID:0 pgtables:124kB oom_score_adj:0

Project ID: 410556

Context/Use case: I have developed a model and downloaded it using the python sdk for edge impulse. While I try to deploy the application on to the am62x board its showing up with some weird error.

#2

Hi @rajkamal,

I can’t try with the Python SDK (as I don’t have the original model to upload), but it looks like from the Studio side, you need to adjust the input dimensions of your model. Since it appears to be configured for images, the input should be 4 dimensions: for TFLite NHWC or NCHW for ONNX models