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Support RF-DETR Triton postprocess through 2XLarge#49

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aseembits93 wants to merge 1 commit into
opt-preprocess+opt-python-postproc+opt-pipeline-integrationfrom
rfdetr-triton-postproc-2xlarge-docs
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Support RF-DETR Triton postprocess through 2XLarge#49
aseembits93 wants to merge 1 commit into
opt-preprocess+opt-python-postproc+opt-pipeline-integrationfrom
rfdetr-triton-postproc-2xlarge-docs

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Summary

  • add tiled positive-source bounds for RF-DETR Triton sparse RLE postprocess so non-nano mask sizes can use the optimized path
  • raise RF-DETR Seg sparse postprocess shape limits through 2XLarge and add focused tests
  • document the Jetson Orin 1080p benchmark results showing large is the largest tested variant above 30 FPS

Tests

  • PYTHONPATH=/app/helloworld/inference/inference_models:/app/helloworld/inference python -m pytest tests/unit_tests/models/rfdetr/test_triton_postprocess.py

Benchmark Notes

  • rfdetr-seg-large/1 depth 2: 35.49 FPS
  • rfdetr-seg-xlarge/1 depth 2: 20.94 FPS
  • rfdetr-seg-xlarge/1 depth 3: 20.91 FPS
  • rfdetr-seg-2xlarge/1 depth 2: 12.90 FPS

@aseembits93 aseembits93 requested a review from dkosowski87 as a code owner June 4, 2026 21:58
@aseembits93 aseembits93 force-pushed the opt-preprocess+opt-python-postproc+opt-pipeline-integration branch from d01828a to 9582947 Compare June 4, 2026 22:03
@aseembits93 aseembits93 force-pushed the rfdetr-triton-postproc-2xlarge-docs branch from 6dc8c80 to da00f9a Compare June 4, 2026 22:04
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