- Helm Chart Version:
2.0.3
- compatibility: This version targets EVA App v3.0.0 or higher.
Performance Enhancements
- RT-DETRV2 high-load processing performance improvement: By bypassing the
base.postprocess() path and integrating thresholding, NMS, boundary filtering, interest zone filtering, and VitPose verification into the GPU tensor-centric flow inside the handler, CPU post-processing bottlenecks and CPU/GPU round trips have been reduced.
- Probe initial delay time adjustment: Considering the environment where RT-DETRV2 initialization and worker preparation time are long, the initial delay of the liveness/readiness probe was increased to 3000 and 1200, respectively.
- Interest zone log noise reduction: Interest zone polygon creation, area filtering, ROI exclusion log was lowered from
info to debug to reduce unnecessary log costs in high load request situations.
Bug Fixes
- Interest zone debug calculation cost fix: Changed polygon distance calculation to not be performed when the debug log is turned off, eliminating unnecessary calculations.