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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.

* 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>

* 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