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An enhancement for topo-aware IB performance validation #373.
This PR will auto-generate a required ibstate file `ib_traffic_topo_aware_ibstat.txt` which is used as input to build a graph.

**Description**
Add ONNXRuntime inference benchmark based on ORT python API.

**Major Revision**
- Add `ORTInferenceBenchmark` class to export pytorch model to onnx model and do inference
- Add tests and example for `ort-inference` benchmark
- Update the introduction docs.

**Description**
Add basic analysis features.

**Major Revision**
- Add statistics, correlations of the raw data
- Add numeric outlier detection(inter_quartile_range)
- Add boxplot for selected metric

Description
Add CudaDockerBenchmark and RocmDockerBenchmark to support amd and cuda platform for DockerBenchmark.

Upgrade to latest agent image in pipeline, fix "Ubuntu16 image does not exist" issue.

* Bug Fix - Fix race condition issue for multi ranks (#117)

Fix race condition issue when multi ranks rotating the same directory.

* Update pipeline for release branch (#122)

* Bug Fix - Fix bug when convert bool config to store_true argument. (#120)
Co-authored-by: Yifan Xiong <yifan.xiong@microsoft.com>

* Add integration tests for Ansible playbooks
* Add `gpu_vendor` var to bypass gpu mount

* Unify SB_MICRO_PATH and SB_MICRO_LIB

* fix bug of lib path

Implement ansible client and runner:
* add ansible client
* add deploy and check_env playbooks

* add cuda kernel launch overhead benchmark - source part.
* can customize the nvcc_archs_support.
* set SB_MICRO_PATH for azure pipeline tests.

* call build script in Makefile.
* add cppbuild command for testing and docker env.

Speedup Azure pipeline for CPU unit test.

* Rename dev branch to main and set it as default.

* add flags for different pipelines to merge reports
* add token for cuda pipeline
* update codecov/patch target

* add azure pipelines for CUDA tests