Hello, could you help me and answer my question.
I’m currently working with the Hailo-8 using models with an input size of 512×512. When I try to compile models with larger input resolutions (1024×1024 and above), I encounter errors during the conversion from an optimized HAR file to HEF. I believe this is caused by the on-chip SRAM limitation of the Hailo-8.
Now that you’ve released the Hailo-10H with 4/8 GB of LPDDR4 on-module memory, would this resolve this issue? Do you have any benchmarks or test results comparing input resolutions that are not supported on the Hailo-8 but work on the Hailo-10H?
Can you please share the exact errors?
In our Model Zoo we have also high res HEFs for Hailo 8.
Thanks,
BackendAllocatorException: “SDK Backend allocator failed.”
some logs from hailo_sdk.core.log
[2026-03-05 09:43:41.867] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:44:03.537] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:44:22.248] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:44:42.508] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:45:02.133] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:45:22.403] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:45:44.019] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:46:06.197] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:46:26.901] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:46:47.586] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:47:07.219] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:47:25.771] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:47:44.374] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:48:04.962] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:48:26.524] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:48:46.104] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:49:06.744] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:49:28.342] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:49:48.443] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:50:08.068] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:50:25.549] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:50:45.159] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:51:06.657] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:51:27.152] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:51:41.305] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_8, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 10
Number of outputs: 7
[2026-03-05 09:51:55.397] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_8, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 10
Number of outputs: 8
[2026-03-05 09:52:10.323] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_8, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 10
Number of outputs: 7
[2026-03-05 09:52:31.839] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:52:49.175] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 09:53:03.239] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 6
[2026-03-05 09:53:19.558] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 6
[2026-03-05 09:53:35.711] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 6
[2026-03-05 09:53:49.855] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 6
[2026-03-05 09:54:06.021] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 6
[2026-03-05 09:54:21.195] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 7
[2026-03-05 09:54:36.342] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 8
[2026-03-05 09:54:51.592] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 8
[2026-03-05 09:55:07.770] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 8
[2026-03-05 09:55:23.891] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 8
[2026-03-05 09:55:38.126] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 8
[2026-03-05 09:55:53.319] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 8
[2026-03-05 09:56:08.668] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 8
[2026-03-05 09:56:24.757] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 8
[2026-03-05 09:56:40.995] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 8
[2026-03-05 09:56:41.791] [default] [info] Iteration failed on: Automri finished with too many resources on context_10
[2026-03-05 09:56:58.042] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 9
[2026-03-05 09:56:58.869] [default] [info] Iteration failed on: Automri finished with too many resources on context_10
[2026-03-05 09:57:13.057] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 10
[2026-03-05 09:57:13.769] [default] [info] Iteration failed on: Automri finished with too many resources on context_10
[2026-03-05 09:57:29.897] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 9
[2026-03-05 09:57:30.693] [default] [info] Iteration failed on: Automri finished with too many resources on context_10
[2026-03-05 09:57:46.754] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 8
[2026-03-05 09:57:47.459] [default] [info] Iteration failed on: Automri finished with too many resources on context_10
[2026-03-05 09:58:02.485] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 7
[2026-03-05 09:58:03.279] [default] [info] Iteration failed on: Automri finished with too many resources on context_10
[2026-03-05 09:58:18.338] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_9, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 11
Number of outputs: 6
[2026-03-05 09:58:19.045] [default] [info] Iteration failed on: Automri finished with too many resources on context_10
[2026-03-05 09:58:33.156] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 6
[2026-03-05 09:58:49.353] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 6
[2026-03-05 09:59:06.604] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 6
[2026-03-05 09:59:21.860] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 6
[2026-03-05 09:59:39.167] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 6
[2026-03-05 09:59:54.372] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 6
[2026-03-05 10:00:10.613] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 6
[2026-03-05 10:00:27.897] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 6
[2026-03-05 10:00:45.105] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 7
[2026-03-05 10:01:02.468] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 8
[2026-03-05 10:01:19.775] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 8
[2026-03-05 10:01:37.009] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 7
[2026-03-05 10:01:54.271] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 6
[2026-03-05 10:02:10.632] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 6
[2026-03-05 10:02:27.801] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 5
[2026-03-05 10:02:45.389] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:03:07.056] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:03:27.696] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:03:49.156] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:04:09.583] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:04:29.251] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:04:48.753] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:05:10.255] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:05:23.381] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 5
[2026-03-05 10:05:40.602] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 6
[2026-03-05 10:05:57.738] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 12
Number of outputs: 5
[2026-03-05 10:06:14.240] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:06:34.754] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:06:56.346] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:07:15.875] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:07:35.521] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:07:56.173] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:08:15.842] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:08:34.428] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:08:55.057] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:09:15.832] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:09:34.392] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:09:55.160] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:10:15.797] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:10:35.411] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:10:53.059] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:11:14.775] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:11:37.261] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:11:58.785] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:12:17.161] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:12:36.632] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:12:56.186] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:13:07.942] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_6, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 8
Number of outputs: 9
[2026-03-05 10:13:20.621] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_6, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 8
Number of outputs: 10
[2026-03-05 10:13:33.240] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_6, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 8
Number of outputs: 10
[2026-03-05 10:13:45.930] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_6, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 8
Number of outputs: 10
[2026-03-05 10:13:57.617] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_6, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 8
Number of outputs: 10
[2026-03-05 10:14:07.359] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_6, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 8
Number of outputs: 9
[2026-03-05 10:14:20.061] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_6, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 8
Number of outputs: 9
[2026-03-05 10:14:40.527] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:15:02.140] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:15:23.778] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:15:45.203] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:16:03.717] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:16:25.095] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:16:42.776] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:17:04.446] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:17:25.049] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:17:44.665] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:18:03.136] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:18:20.834] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:18:42.797] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:19:01.548] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:19:21.065] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:19:41.758] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:19:58.406] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:20:21.304] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:20:38.615] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 10
Number of outputs: 7
[2026-03-05 10:20:55.846] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 10
Number of outputs: 8
[2026-03-05 10:21:11.951] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 10
Number of outputs: 8
[2026-03-05 10:21:29.428] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 10
Number of outputs: 8
[2026-03-05 10:21:45.707] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 10
Number of outputs: 8
[2026-03-05 10:22:04.056] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 10
Number of outputs: 7
[2026-03-05 10:22:21.370] [default] [info] Iteration failed on: Too many inputs/outputs for lg_new_context_10, try to reduce number of inputs or outputs
Number of DDRs: 0
Number of inputs: 10
Number of outputs: 7
[2026-03-05 10:22:39.163] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:23:01.031] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:23:21.919] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:23:42.948] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:24:02.726] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:24:23.691] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:24:45.118] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:25:05.239] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:25:26.518] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:25:47.635] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:26:09.765] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
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[2026-03-05 10:26:46.746] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:27:04.884] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
[2026-03-05 10:27:24.821] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
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[2026-03-05 10:28:03.834] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
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[2026-03-05 10:28:43.561] [default] [info] Iteration failed on: Auto-muxer failed to find a possible solution
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