Update API Refs (#2006)

* 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

docs/reference/compilers.md

@@ -1 +1,34 @@
-# Compilers
+# Compilers and Tools
+
+:::::{grid} 1 1 2 2
+:gutter: 1
+
+:::{grid-item-card} ROCmCC
+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.
+
+- [API Reference Manual](https://rocmdocs.amd.com/projects/ROCmCC/en/latest/)
+
+:::
+
+:::{grid-item-card} ROCgdb
+This is ROCgdb, the ROCm source-level debugger for Linux, based on GDB, the GNU source-level debugger. 
+
+- [API Reference Manual](https://rocmdocs.amd.com/projects/ROCgdb/en/latest/)
+
+:::
+
+:::{grid-item-card} rocprofiler
+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.
+
+- [API Reference Manual](https://rocmdocs.amd.com/projects/rocprofiler/en/latest/)
+
+:::
+
+:::{grid-item-card} roctracer
+Callback/Activity Library for Performance tracing AMD GPU's 
+
+- [API Reference Manual](https://rocmdocs.amd.com/projects/roctracer/en/latest/)
+
+:::
+
+:::::