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Doc update (#2011)
* add url to ROCgdb-docs update reqs and gitignore * add validation tools section for RVS and TransferBench * stub in links for validation/mgmt tools * populate compilers page * add cards for ai libs and computer vision pages * add content to math lib pages * reorg hip and math libs * update index * consolidate linear algebra libs * fix release info order in toc * fix links and content cards for libraries * update mdl ignored files * update understand rocm section * fix formatting errors * add link to openmp * ignore md041
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# Frameworks Support Matrix
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The software support matrices for ROCm container releases is listed.
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* [OMPI 4.0.7](https://github.com/open-mpi/ompi/tree/v4.0.7)
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* [Horovod 0.27.0](https://github.com/horovod/horovod/tree/v0.27.0)
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* [Tensorboard 2.10.1](https://github.com/tensorflow/tensorboard/tree/2.10.1)
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