From ef0a88ea0e7598aeb3e7f2e0aee996203715143f Mon Sep 17 00:00:00 2001
From: Saad Rahim <44449863+saadrahim@users.noreply.github.com>
Date: Fri, 19 May 2023 15:07:46 -0600
Subject: [PATCH] Navigation improvement (#2151)

* Reorganized Ref Grid card and ROCm intro

* MIGraphX link

* openmp header cleanup

* Fixing durationN

* Syncing grid cards to left nav
---
 docs/index.md                   | 9 +++++----
 docs/reference/openmp/openmp.md | 4 ++--
 docs/rocm.md                    | 4 ++--
 docs/sphinx/_toc.yml.in         | 2 +-
 4 files changed, 10 insertions(+), 9 deletions(-)

diff --git a/docs/index.md b/docs/index.md
index a259d7442..b16b44f66 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -44,14 +44,14 @@ agile, flexible, rapid and secure manner. [more...](rocm)
 [APIs and Reference](reference/all)
 ^^^
 
+- [Compilers and Development Tools](reference/compilers)
 - [HIP](reference/hip)
+- [OpenMP](reference/openmp/openmp)
 - [Math Libraries](reference/gpu_libraries/math)
 - [C++ Primitives Libraries](reference/gpu_libraries/c++_primitives)
 - [Communication Libraries](reference/gpu_libraries/communication)
 - [AI Libraries](reference/ai_tools)
 - [Computer Vision](reference/computer_vision)
-- [OpenMP](reference/openmp/openmp)
-- [Compilers and Tools](reference/compilers)
 - [Management Tools](reference/management_tools)
 - [Validation Tools](reference/validation_tools)
 
@@ -64,9 +64,9 @@ Understand ROCm
 
 - [Compiler Disambiguation](understand/compiler_disambiguation)
 - [Using CMake](understand/cmake_packages)
-- [ROCm File Reorganization White Paper](understand/file_reorg)
-- [GPU Architecture](understand/gpu_arch)
+- [Linux Folder Structure Reorganization](understand/file_reorg)
 - [GPU Isolation Techniques](understand/gpu_isolation)
+- [GPU Architecture](understand/gpu_arch)
 
 :::
 
@@ -76,6 +76,7 @@ How to Guides
 ^^^
 
 - [System Tuning for Various Architectures](how_to/tuning_guides/index)
+- [GPU Aware MPI](how_to/gpu_aware_mpi)
 - [Setting up for Deep Learning with ROCm](how_to/deep_learning_rocm)
   - [Magma Installation](how_to/magma_install/magma_install)
   - [PyTorch Installation](how_to/pytorch_install/pytorch_install)
diff --git a/docs/reference/openmp/openmp.md b/docs/reference/openmp/openmp.md
index e024e1e33..2795e60d6 100644
--- a/docs/reference/openmp/openmp.md
+++ b/docs/reference/openmp/openmp.md
@@ -1,6 +1,6 @@
 # OpenMP Support in ROCm
 
-## Introduction to OpenMP Support Guide
+## Introduction
 
 The ROCm™ installation includes an LLVM-based implementation that fully supports
 the OpenMP 4.5 standard and a subset of OpenMP 5.0, 5.1, and 5.2 standards.
@@ -97,7 +97,7 @@ code compiled with AOMP:
    ```
 
    The stats option produces timestamps for the kernels. Look into the output
-   CSV file for the field, `Durations`, which is useful in getting an
+   CSV file for the field, `DurationNs`, which is useful in getting an
    understanding of the critical kernels in the code.
 
    Apart from `--stats`, the option `--timestamp` on produces a timestamp for
diff --git a/docs/rocm.md b/docs/rocm.md
index fbceac4c7..d97f47784 100644
--- a/docs/rocm.md
+++ b/docs/rocm.md
@@ -1,6 +1,6 @@
-# AMD ROCm™ Platform - Overview
+# What is ROCm?
 
-ROCm™ is an open-source stack for GPU computation. ROCm is primarily Open-Source
+ROCm is an open-source stack for GPU computation. ROCm is primarily Open-Source
 Software (OSS) that allows developers the freedom to customize and tailor their
 GPU software for their own needs while collaborating with a community of other
 developers, and helping each other find solutions in an agile, flexible, rapid
diff --git a/docs/sphinx/_toc.yml.in b/docs/sphinx/_toc.yml.in
index 30e0360aa..1375689c8 100644
--- a/docs/sphinx/_toc.yml.in
+++ b/docs/sphinx/_toc.yml.in
@@ -135,7 +135,7 @@ subtrees:
           - title: Composable Kernel
             url: https://rocm.docs.amd.com/projects/composable_kernel/en/{branch}/
           - title: MIGraphX - Graph Optimization
-            url: https://rocmsoftwareplatform.github.io/AMDMIGraphX/doc/html/
+            url: https://rocm.docs.amd.com/projects/AMDMIGraphX/en/{branch}/
     - file: reference/computer_vision
       subtrees:
         - entries: