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This repository was archived by the owner on Mar 4, 2026. It is now read-only.
System crash or shutdown in Resnet50 inference #113
Description
Thanks Intel AI model team,
I run Image recognition Resnet-50 inference model on Intel ICX machine for batch size=1, numa_core_per_instance=1, precision=FP32 , then after system shutdown automatically, Why?, but some other combination works well.
https://github.com/IntelAI/models/blob/master/benchmarks/launch_benchmark.py
Activity
Update RNN-T inference to use jemalloc and rename PYT entrypoint part…
MateuszGrabuszynski commentedon Apr 12, 2023
Hello, I recently encountered issues with RN50 too. The solution for me was to ensure I am aligned with intel-extension-for-tensorflow Compatibility table from here https://github.com/intel/intel-extension-for-tensorflow#compatibility-table. For more info, check issue linked above.
(EDIT: I have not checked the opening date here...)
sramakintel commentedon Mar 25, 2024
@merazlab can you try our latest optimizations for resnet50 to see if the issue is resolved? https://www.intel.com/content/www/us/en/developer/articles/containers/cpu-reference-model-containers.html