lanking520 opened a new pull request #13095: [MXNET-1041] Add Java benchmark URL: https://github.com/apache/incubator-mxnet/pull/13095 ## Description ## Add Java benchmark for Object Detection: ``` bash run_java_inference_bm.sh --model-name ObjectDetection --num-runs 5 --model-path-prefix ../infer/models/resnet50_ssd/resnet50_ssd_model --input-image ../infer/images/dog.jpg --batchsize 5 ``` result ``` [13:59:18] src/nnvm/legacy_json_util.cc:209: Loading symbol saved by previous version v0.11.0. Attempting to upgrade... [13:59:18] src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded! ObjectDetectionBatch_p99 4262.494227ms ObjectDetectionBatch_p90 4262.494227ms ObjectDetectionBatch_p50 3781.067256ms ObjectDetectionBatch_average 3858.62ms [13:59:38] src/nnvm/legacy_json_util.cc:209: Loading symbol saved by previous version v0.11.0. Attempting to upgrade... [13:59:38] src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded! ObjectDetection_p99 1020.063161ms ObjectDetection_p90 1020.063161ms ObjectDetection_p50 822.827342ms ObjectDetection_average 861.85ms ``` @andrewfayres @nswamy @yzhliu @piyushghai @zachgk ## Checklist ## ### Essentials ### Please feel free to remove inapplicable items for your PR. - [ ] The PR title starts with [MXNET-$JIRA_ID], where $JIRA_ID refers to the relevant [JIRA issue](https://issues.apache.org/jira/projects/MXNET/issues) created (except PRs with tiny changes) - [ ] Changes are complete (i.e. I finished coding on this PR) - [ ] All changes have test coverage: - Unit tests are added for small changes to verify correctness (e.g. adding a new operator) - Nightly tests are added for complicated/long-running ones (e.g. changing distributed kvstore) - Build tests will be added for build configuration changes (e.g. adding a new build option with NCCL) - [ ] Code is well-documented: - For user-facing API changes, API doc string has been updated. - For new C++ functions in header files, their functionalities and arguments are documented. - For new examples, README.md is added to explain the what the example does, the source of the dataset, expected performance on test set and reference to the original paper if applicable - Check the API doc at http://mxnet-ci-doc.s3-accelerate.dualstack.amazonaws.com/PR-$PR_ID/$BUILD_ID/index.html - [ ] To the my best knowledge, examples are either not affected by this change, or have been fixed to be compatible with this change
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