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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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:::::{grid} 1 1 2 2
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:gutter: 1
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:::{grid-item-card} ROCmCC
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:::{grid-item-card} [ROCmCC](https://rocmdocs.amd.com/projects/ROCmCC/en/latest/)
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ROCmCC is a Clang/LLVM-based compiler. It is optimized for high-performance computing on AMD GPUs and CPUs and supports various heterogeneous programming models such as HIP, OpenMP, and OpenCL.
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- [API Reference Manual](https://rocmdocs.amd.com/projects/ROCmCC/en/latest/)
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- [Documentation](https://rocmdocs.amd.com/projects/ROCmCC/en/latest/)
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:::
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:::{grid-item-card} ROCgdb
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:::{grid-item-card} [ROCgdb](https://rocmdocs.amd.com/projects/ROCgdb/en/latest/)
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This is ROCgdb, the ROCm source-level debugger for Linux, based on GDB, the GNU source-level debugger.
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- [API Reference Manual](https://rocmdocs.amd.com/projects/ROCgdb/en/latest/)
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- [Documentation](https://rocmdocs.amd.com/projects/ROCgdb/en/latest/)
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:::
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:::{grid-item-card} rocprofiler
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:::{grid-item-card} [ROCProfiler](https://rocmdocs.amd.com/projects/rocprofiler/en/latest/)
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ROC profiler library. Profiling with perf-counters and derived metrics. Library supports GFX8/GFX9. HW specific low-level performance analysis interface for profiling of GPU compute applications. The profiling includes HW performance counters with complex performance metrics.
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- [API Reference Manual](https://rocmdocs.amd.com/projects/rocprofiler/en/latest/)
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- [Documentation](https://rocmdocs.amd.com/projects/rocprofiler/en/latest/)
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:::
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:::{grid-item-card} roctracer
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:::{grid-item-card} [ROCTracer](https://rocmdocs.amd.com/projects/roctracer/en/latest/)
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Callback/Activity Library for Performance tracing AMD GPU's
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- [API Reference Manual](https://rocmdocs.amd.com/projects/roctracer/en/latest/)
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- [Documentation](https://rocmdocs.amd.com/projects/roctracer/en/latest/)
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:::
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