Inference v5.0

Merge automotive reference into main branch (#2047)

* Automotive reference implementation sketch

* WIP: automotive reference implementation

* WIP add segmentation, dataset, and util functions to reference

* WIP: reference implementation with issues during post processing

* WIP update dockerfile remove pdb breaks

* WIP: reference implementation that runs samples

* Update README.md with initial docker runs

* WIP: add accuracy checker to reference

* Fix: set lidar detector to evaluation mode

* [Automated Commit] Format Codebase

* Update README.md

* Remove unnecessary mlperf conf load and implement dataset get_item_count

* add cpu only version of reference

* update dockerfile and display overal mAP

* code cleanup

* Update README.md

* fix packages versions in dockerfile

* handle frames if model predicts no objects

* Allow accuracy check on subset of datasets

* [Automated Commit] Format Codebase

* Updates automotive reference implementation (#2045)

* Remove unnecessary mlperf conf load and implement dataset get_item_count

* add cpu only version of reference

* update dockerfile and display overal mAP

* code cleanup

* Update README.md

* fix packages versions in dockerfile

* handle frames if model predicts no objects

* Allow accuracy check on subset of datasets

* [Automated Commit] Format Codebase

---------

Co-authored-by: mlcommons-bot <[email protected]>

* [Automated Commit] Format Codebase

* fix whitespace merge errors

* [Automated Commit] Format Codebase

* [Automated Commit] Format Codebase

* add removed code during merge

* [Automated Commit] Format Codebase

* change nms thresholds on cpu only code

---------

Co-authored-by: Pablo Gonzalez <[email protected]>
Co-authored-by: Arjun Suresh <[email protected]>
Co-authored-by: arjunsuresh <[email protected]>
Co-authored-by: Miro <[email protected]>
Co-authored-by: mlcommons-bot <[email protected]>

Inference v5.0

Update format.yml to us GITHUB_TOKEN & GitHub Actions bot (#2044)

Inference v4.1

Fix delta perf check (#1804)

Inference v4.0

Fix typo in README.md

v3.1 Inference

Fix code hyperlink text

v3.0 Inference

Includes the latest changes for inference 3.0

v2.1 Inference

Inference 2.1

• Includes annotations generated by openimages.py v2.1 script

v2.0 Inference

v2.0 Inference

mlperf 1.0 release

use host_processors_per_node in final report (#897)

* use host_processors_per_node in final report

* report per node processors

* fix typo

mlperf inference release v0.7.1

This is the initial release for the mlperf inference v0.7 submission.