diff --git a/docs/compatibility/compatibility-matrix.rst b/docs/compatibility/compatibility-matrix.rst
new file mode 100644
index 000000000..3b8819883
--- /dev/null
+++ b/docs/compatibility/compatibility-matrix.rst
@@ -0,0 +1,125 @@
+.. meta::
+    :description: ROCm compatibility matrix
+    :keywords: AMD, GPU, architecture, hardware, compatibility, requirements
+
+**************************************************************************************
+Compatibility matrix
+**************************************************************************************
+
+Use this matrix to view the ROCm compatibility across successive major and minor releases.
+
+
+.. container:: format-big-table
+
+  .. csv-table:: 
+      :header: "ROCm Version", "6.1.0", "6.0.0"
+      :stub-columns: 1
+
+      :doc:`Operating Systems <rocm-install-on-linux:reference/system-requirements>`, Ubuntu 22.04.z (z=3-4),Ubuntu 22.04.z (z=3-4)
+      ,Ubuntu 20.04.z (z=5-6),Ubuntu 20.04.z (z=5-6)
+      ,RHEL 9.y (y=2-3),RHEL 9.y (y=2-3)
+      ,RHEL 8.y (y=8-9),RHEL 8.y (y=8-9)
+      ,SLES 15 SPy (y=4-5),SLES 15 SPy (y=4-5)
+      ,CentOS 7.9,CentOS 7.9
+      ,,
+      :doc:`GFX Architecture <rocm-install-on-linux:reference/system-requirements>`,CDNA3,CDNA3
+      ,CDNA2,CDNA2
+      ,CDNA,CDNA
+      ,RDNA3,RDNA3
+      ,RDNA2,RDNA2
+      ,,
+      :doc:`GFX Card <rocm-install-on-linux:reference/system-requirements>`,gfx1100,gfx1100
+      ,gfx1030,gfx1030
+      ,gfx942 [#]_, gfx942 [#]_
+      ,gfx90a,gfx90a
+      ,gfx908,gfx908
+      ,,
+      ECOSYSTEM SUPPORT:,,
+      :doc:`PyTorch <rocm-install-on-linux:how-to/3rd-party/pytorch-install>`,2.y (y=0-1) and 1.13,2.y (y=0-1) and 1.13
+      :doc:`Tensorflow <rocm-install-on-linux:how-to/3rd-party/tensorflow-install>`,2.1y (y=3-5),2.1y (y=2-4)
+      :doc:`JAX <rocm-install-on-linux:how-to/3rd-party/jax-install>`,0.4.26,0.4.26
+      `ONNX-RT <https://onnxruntime.ai/docs/build/eps.html#amd-migraphx>`_,1.17.3,1.14.1
+      ,,
+      3RD PARTY COMMUNICATION LIBS:,,
+      `UCC <https://github.com/ROCm/ucc>`_,>=1.2.0,>=1.2.0
+      `UCX <https://github.com/ROCm/ucx>`_,>=1.14.1,>=1.14.1
+      ,,
+      3RD PARTY ALGORITHM LIBS:,,
+      Thrust,2.1.0,2.0.1
+      CUB,2.1.0,2.0.1
+      ,,
+      ML & COMPUTER VISION LIBS:,,
+      :doc:`Composable Kernel <composable_kernel:index>`,1.1.0,1.1.0
+      :doc:`MIGraphX <amdmigraphx:index>`,2.9.0,2.8.0
+      :doc:`MIOpen <miopen:index>`,3.1.0,3.0.0
+      :doc:`MIVisionX <mivisionx:doxygen/html/index>`,2.5.0,2.5.0
+      :doc:`rocDecode <rocdecode:index>`,0.5.0,N/A
+      :doc:`RPP <rpp:index>`,1.5.0,1.4.0
+      ,,
+      COMMUNICATION:,,
+      :doc:`rccl <rccl:index>`,2.18.6,2.18.3
+      ,,
+      MATH LIBS:,,
+      `half <https://github.com/ROCm/half>`_ ,1.12.0,1.12.0
+      :doc:`hipBLAS <hipblas:index>`,2.1.0,2.0.0
+      :doc:`hipBLASLt <hipblaslt:index>`,0.7.0,0.6.0
+      :doc:`hipFFT <hipfft:index>`,1.0.14,1.0.13
+      :doc:`hipFORT <hipfort:index>`,0.4.0,0.4.0
+      :doc:`hipRAND <hiprand:index>`,2.10.16,2.10.16
+      :doc:`hipSOLVER <hipsolver:index>`,2.1.0,2.0.0
+      :doc:`hipSPARSE <hipsparse:index>`,3.0.1,3.0.0
+      :doc:`hipSPARSELt <hipsparselt:index>`,0.1.0,0.1.0
+      :doc:`rocALUTION <rocalution:index>`,3.1.1,3.0.3
+      :doc:`rocBLAS <rocblas:index>`,4.1.0,4.0.0
+      :doc:`rocFFT <rocfft:index>`,1.0.27,1.0.23
+      :doc:`rocRAND <rocrand:index>`,3.0.1,2.10.17
+      :doc:`rocSOLVER <rocsolver:index>`,3.25.0,3.24.0
+      :doc:`rocSPARSE <rocsparse:index>`,3.1.2,3.0.2
+      :doc:`rocWMMA <rocwmma:index>`,1.4.0,1.3.0
+      `Tensile <https://github.com/ROCm/Tensile>`_,4.40.0,4.39.0
+      ,,
+      PRIMITIVES:,,
+      :doc:`hipCUB <hipcub:index>`,3.1.0,3.0.0
+      :doc:`hipTensor <hiptensor:index>`,1.2.0,1.1.0
+      :doc:`rocPRIM <rocprim:index>`,3.1.0,3.0.0
+      :doc:`rocThrust <rocthrust:index>`,3.0.1,3.0.0
+      ,,
+      SUPPORT LIBS:,,
+      `hipother <https://github.com/ROCm/hipother>`_,6.1.40091,6.0.32830
+      `rocm-cmake <https://github.com/ROCm/rocm-cmake>`_,0.12.0,0.11.0
+      `rocm-core <https://github.com/ROCm/rocm-core>`_,6.1.0,6.0.0
+      `ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,20240125.3.30,20231016.2.245
+      ,,
+      TOOLS:,,
+      :doc:`HIPIFY <hipify:index>`,17.0.0,17.0.0
+      :doc:`ROCdbgapi <rocdbgapi:index>`,0.71.0,0.71.0
+      `ROCdebug-Agent <https://github.com/ROCm/rocr_debug_agent>`_,2.0.3,2.0.3
+      :doc:`rocGDB <rocgdb:index>`,14.1.0,13.2.0
+      :doc:`rocProfiler <rocprofiler:profiler_home_page>`,2.0.60100,2.0.0
+      `rocprofiler-register <https://github.com/ROCm/rocprofiler-register>`_,0.3.0,N/A
+      :doc:`rocTracer <roctracer:index>`,4.1.60100,4.1.0
+      `rocm_bandwidth_test <https://github.com/ROCm/rocm_bandwidth_test>`_,1.4.0,1.4.0
+      :doc:`ROCm Data Center Tool <rdc:index>`,0.3.0,0.3.0
+      `rocminfo <https://github.com/ROCm/rocminfo>`_,1.0.0,1.0.0
+      :doc:`ROCm SMI Lib <rocm_smi_lib:index>`,7.0.0,6.0.0
+      :doc:`ROCm Validation Suite <rocmvalidationsuite:index>`,rocm-6.1.0,rocm-6.0.0
+      :doc:`TransferBench <transferbench:index>`,1.48,1.46
+      ,,
+      COMPILERS:,,
+      `AOMP <https://github.com/ROCm/aomp>`_,17.60.0,17.60.0
+      `clang-ocl <https://github.com/ROCm/clang-ocl>`_,0.5.0,0.5.0
+      `Flang <https://github.com/ROCm/flang>`_,17.0.0.24103,17.0.0.23483
+      `llvm-project <https://github.com/ROCm/llvm-project>`_,17.0.0.24103,17.0.0.23483
+      `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,17.0.0.24103,17.0.0.23483
+      ,,
+      RUNTIMES:,,
+      :doc:`HIP <hip:index>`,6.1.40091,6.0.32830
+      `OpenCL Runtime <https://github.com/ROCm/clr/tree/develop/opencl>`_,2.0.0,2.0.0
+      `ROCR Runtime <https://github.com/ROCm/ROCR-Runtime>`_,1.13.0,1.12.0
+
+
+.. rubric:: Footnotes
+.. [#] **For ROCm 6.1** - MI300A (gfx942) is supported on Ubuntu 22.04.4, RHEL 9.3 & 8.9 and SLES 15 SP5. MI300X (gfx942) is only supported on Ubuntu 22.04.4.
+.. [#] **For ROCm 6.0** - MI300A (gfx942) is supported on Ubuntu 22.04.3, RHEL 8.9 and SLES 15 SP5. MI300X (gfx942) is only supported on Ubuntu 22.04.3.
+
+
diff --git a/docs/about/compatibility/precision-support.rst b/docs/compatibility/precision-support.rst
similarity index 99%
rename from docs/about/compatibility/precision-support.rst
rename to docs/compatibility/precision-support.rst
index fa0a385ad..3474dd67a 100644
--- a/docs/about/compatibility/precision-support.rst
+++ b/docs/compatibility/precision-support.rst
@@ -47,7 +47,7 @@ Floating-point types
 The floating-point types that are supported by ROCm are listed in the following table, together with
 their corresponding HIP type and a short description.
 
-.. image:: ../../data/about/compatibility/floating-point-data-types.png
+.. image:: ../data/about/compatibility/floating-point-data-types.png
     :alt: Supported floating-point types
 
 .. list-table::
diff --git a/docs/conf.py b/docs/conf.py
index eade37a8f..3d31982d2 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -98,6 +98,9 @@ external_projects_current_project = "rocm"
 html_theme = "rocm_docs_theme"
 html_theme_options = {"flavor": "rocm-docs-home"}
 
+html_static_path = ["sphinx/static/css"]
+html_css_files = ["rocm_custom.css"]
+
 html_title = "ROCm Documentation"
 
 html_theme_options = {
diff --git a/docs/index.md b/docs/index.md
index 862330ac8..b85ab88f3 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -51,13 +51,14 @@ Our documentation is organized into the following categories:
 :img-alt: Compatibility information
 :padding: 2
 
+* [Compatibility matrix](./compatibility/compatibility-matrix.rst)
 * {doc}`System requirements (Linux)<rocm-install-on-linux:reference/system-requirements>`
 * {doc}`System requirements (Windows)<rocm-install-on-windows:reference/system-requirements>`
 * {doc}`Third-party support<rocm-install-on-linux:reference/3rd-party-support-matrix>`
 * {doc}`User/kernel space<rocm-install-on-linux:reference/user-kernel-space-compat-matrix>`
 * {doc}`Docker<rocm-install-on-linux:reference/docker-image-support-matrix>`
 * [OpenMP](./about/compatibility/openmp.md)
-* [Precision support](./about/compatibility/precision-support.rst)
+* [Precision support](./compatibility/precision-support.rst)
 * {doc}`ROCm on Radeon GPUs<radeon:index>`
 :::
 
diff --git a/docs/reference/gpu-arch-specs.rst b/docs/reference/gpu-arch-specs.rst
index 3cc70ff5a..e830bc251 100644
--- a/docs/reference/gpu-arch-specs.rst
+++ b/docs/reference/gpu-arch-specs.rst
@@ -7,655 +7,657 @@ Accelerator and GPU hardware specifications
 
 The following tables provide an overview of the hardware specifications for AMD Instinct™ accelerators, and AMD Radeon™ PRO and Radeon™ GPUs.
 
-.. tab-set::
+.. container:: horizontal-scrolling-container
 
-  .. tab-item:: AMD Instinct accelerators
+  .. tab-set::
 
-    .. list-table::
-        :header-rows: 1
-        :name: instinct-arch-spec-table
+    .. tab-item:: AMD Instinct accelerators
 
-        *
-          - Model
-          - Architecture
-          - LLVM target name
-          - VRAM (GiB)
-          - Compute Units
-          - Wavefront Size
-          - LDS (KiB)
-          - L3 Cache (MiB)
-          - L2 Cache (MiB)
-          - L1 Vector Cache (KiB)
-          - L1 Scalar Cache (KiB)
-          - L1 Instruction Cache (KiB)
-          - VGPR File (KiB)
-          - SGPR File (KiB)
-        *
-          - MI300X
-          - CDNA3
-          - gfx941 or gfx942
-          - 192
-          - 304
-          - 64
-          - 64
-          - 256
-          - 32
-          - 32
-          - 16 per 2 CUs
-          - 64 per 2 CUs
-          - 512
-          - 12.5
-        *
-          - MI300A
-          - CDNA3
-          - gfx940 or gfx942
-          - 128
-          - 228
-          - 64
-          - 64
-          - 256
-          - 24
-          - 32
-          - 16 per 2 CUs
-          - 64 per 2 CUs
-          - 512
-          - 12.5
-        *
-          - MI250X
-          - CDNA2
-          - gfx90a
-          - 128
-          - 220 (110 per GCD)
-          - 64
-          - 64
-          -
-          - 16 (8 per GCD)
-          - 16
-          - 16 per 2 CUs
-          - 32 per 2 CUs
-          - 512
-          - 12.5
-        *
-          - MI250
-          - CDNA2
-          - gfx90a
-          - 128
-          - 208
-          - 64
-          - 64
-          -
-          - 16 (8 per GCD)
-          - 16
-          - 16 per 2 CUs
-          - 32 per 2 CUs
-          - 512
-          - 12.5
-        *
-           - MI210
-           - CDNA2
-           - gfx90a
-           - 64
-           - 104
-           - 64
-           - 64
-           -
-           - 8
-           - 16
-           - 16 per 2 CUs
-           - 32 per 2 CUs
-           - 512
-           - 12.5
-        *
-          - MI100
-          - CDNA
-          - gfx908
-          - 32
-          - 120
-          - 64
-          - 64
-          -
-          - 8
-          - 16
-          - 16 per 3 CUs
-          - 32 per 3 CUs
-          - 256 VGPR and 256 AccVGPR
-          - 12.5
-        *
-          - MI60
-          - GCN5.1
-          - gfx906
-          - 32
-          - 64
-          - 64
-          - 64
-          -
-          - 4
-          - 16
-          - 16 per 3 CUs
-          - 32 per 3 CUs
-          - 256
-          - 12.5
-        *
-          - MI50 (32GB)
-          - GCN5.1
-          - gfx906
-          - 32
-          - 60
-          - 64
-          - 64
-          -
-          - 4
-          - 16
-          - 16 per 3 CUs
-          - 32 per 3 CUs
-          - 256
-          - 12.5
-        *
-          - MI50 (16GB)
-          - GCN5.1
-          - gfx906
-          - 16
-          - 60
-          - 64
-          - 64
-          -
-          - 4
-          - 16
-          - 16 per 3 CUs
-          - 32 per 3 CUs
-          - 256
-          - 12.5
-        *
-          - MI25
-          - GCN5.0
-          - gfx900
-          - 16 
-          - 64
-          - 64
-          - 64 
-          -
-          - 4 
-          - 16 
-          - 16 per 3 CUs
-          - 32 per 3 CUs
-          - 256
-          - 12.5
-        *
-          - MI8
-          - GCN3.0
-          - gfx803
-          - 4
-          - 64
-          - 64
-          - 64
-          -
-          - 2
-          - 16
-          - 16 per 4 CUs
-          - 32 per 4 CUs
-          - 256
-          - 12.5
-        *
-          - MI6
-          - GCN4.0
-          - gfx803
-          - 16
-          - 36
-          - 64
-          - 64
-          -
-          - 2
-          - 16
-          - 16 per 4 CUs
-          - 32 per 4 CUs
-          - 256
-          - 12.5
+      .. list-table::
+          :header-rows: 1
+          :name: instinct-arch-spec-table
 
-  .. tab-item:: AMD Radeon PRO GPUs
+          *
+            - Model
+            - Architecture
+            - LLVM target name
+            - VRAM (GiB)
+            - Compute Units
+            - Wavefront Size
+            - LDS (KiB)
+            - L3 Cache (MiB)
+            - L2 Cache (MiB)
+            - L1 Vector Cache (KiB)
+            - L1 Scalar Cache (KiB)
+            - L1 Instruction Cache (KiB)
+            - VGPR File (KiB)
+            - SGPR File (KiB)
+          *
+            - MI300X
+            - CDNA3
+            - gfx941 or gfx942
+            - 192
+            - 304
+            - 64
+            - 64
+            - 256
+            - 32
+            - 32
+            - 16 per 2 CUs
+            - 64 per 2 CUs
+            - 512
+            - 12.5
+          *
+            - MI300A
+            - CDNA3
+            - gfx940 or gfx942
+            - 128
+            - 228
+            - 64
+            - 64
+            - 256
+            - 24
+            - 32
+            - 16 per 2 CUs
+            - 64 per 2 CUs
+            - 512
+            - 12.5
+          *
+            - MI250X
+            - CDNA2
+            - gfx90a
+            - 128
+            - 220 (110 per GCD)
+            - 64
+            - 64
+            -
+            - 16 (8 per GCD)
+            - 16
+            - 16 per 2 CUs
+            - 32 per 2 CUs
+            - 512
+            - 12.5
+          *
+            - MI250
+            - CDNA2
+            - gfx90a
+            - 128
+            - 208
+            - 64
+            - 64
+            -
+            - 16 (8 per GCD)
+            - 16
+            - 16 per 2 CUs
+            - 32 per 2 CUs
+            - 512
+            - 12.5
+          *
+            - MI210
+            - CDNA2
+            - gfx90a
+            - 64
+            - 104
+            - 64
+            - 64
+            -
+            - 8
+            - 16
+            - 16 per 2 CUs
+            - 32 per 2 CUs
+            - 512
+            - 12.5
+          *
+            - MI100
+            - CDNA
+            - gfx908
+            - 32
+            - 120
+            - 64
+            - 64
+            -
+            - 8
+            - 16
+            - 16 per 3 CUs
+            - 32 per 3 CUs
+            - 256 VGPR and 256 AccVGPR
+            - 12.5
+          *
+            - MI60
+            - GCN5.1
+            - gfx906
+            - 32
+            - 64
+            - 64
+            - 64
+            -
+            - 4
+            - 16
+            - 16 per 3 CUs
+            - 32 per 3 CUs
+            - 256
+            - 12.5
+          *
+            - MI50 (32GB)
+            - GCN5.1
+            - gfx906
+            - 32
+            - 60
+            - 64
+            - 64
+            -
+            - 4
+            - 16
+            - 16 per 3 CUs
+            - 32 per 3 CUs
+            - 256
+            - 12.5
+          *
+            - MI50 (16GB)
+            - GCN5.1
+            - gfx906
+            - 16
+            - 60
+            - 64
+            - 64
+            -
+            - 4
+            - 16
+            - 16 per 3 CUs
+            - 32 per 3 CUs
+            - 256
+            - 12.5
+          *
+            - MI25
+            - GCN5.0
+            - gfx900
+            - 16 
+            - 64
+            - 64
+            - 64 
+            -
+            - 4 
+            - 16 
+            - 16 per 3 CUs
+            - 32 per 3 CUs
+            - 256
+            - 12.5
+          *
+            - MI8
+            - GCN3.0
+            - gfx803
+            - 4
+            - 64
+            - 64
+            - 64
+            -
+            - 2
+            - 16
+            - 16 per 4 CUs
+            - 32 per 4 CUs
+            - 256
+            - 12.5
+          *
+            - MI6
+            - GCN4.0
+            - gfx803
+            - 16
+            - 36
+            - 64
+            - 64
+            -
+            - 2
+            - 16
+            - 16 per 4 CUs
+            - 32 per 4 CUs
+            - 256
+            - 12.5
 
-    .. list-table::
-        :header-rows: 1
-        :name: radeon-pro-arch-spec-table
+    .. tab-item:: AMD Radeon PRO GPUs
 
-        *
-          - Model
-          - Architecture
-          - LLVM target name
-          - VRAM (GiB)
-          - Compute Units
-          - Wavefront Size
-          - LDS (KiB)
-          - Infinity Cache (MiB)
-          - L2 Cache (MiB)
-          - Graphics L1 Cache (KiB)
-          - L0 Vector Cache (KiB)
-          - L0 Scalar Cache (KiB)
-          - L0 Instruction Cache (KiB)
-          - VGPR File (KiB)
-          - SGPR File (KiB)
-        *
-          - Radeon PRO W7900
-          - RDNA3
-          - gfx1100
-          - 48
-          - 96
-          - 32
-          - 128
-          - 96
-          - 6
-          - 256
-          - 32
-          - 16
-          - 32
-          - 384
-          - 20
-        *
-          - Radeon PRO W7800
-          - RDNA3
-          - gfx1100
-          - 32
-          - 70
-          - 32
-          - 128
-          - 64
-          - 6
-          - 256
-          - 32
-          - 16
-          - 32
-          - 384
-          - 20
-        *
-          - Radeon PRO W7700
-          - RDNA3
-          - gfx1101
-          - 16
-          - 48
-          - 32
-          - 128
-          - 64
-          - 4
-          - 256
-          - 32
-          - 16
-          - 32
-          - 384
-          - 20
-        *
-          - Radeon PRO W6800
-          - RDNA2
-          - gfx1030
-          - 32
-          - 60
-          - 32
-          - 128
-          - 128
-          - 4
-          - 128
-          - 16
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon PRO W6600
-          - RDNA2
-          - gfx1032
-          - 8
-          - 28
-          - 32
-          - 128
-          - 32
-          - 2
-          - 128
-          - 16
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon PRO V620
-          - RDNA2
-          - gfx1030
-          - 32
-          - 72
-          - 32
-          - 128
-          - 128
-          - 4
-          - 128
-          - 16
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon Pro W5500
-          - RDNA
-          - gfx1012
-          - 8
-          - 22
-          - 32
-          - 128
-          -
-          - 4
-          - 128
-          - 16
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon Pro VII
-          - GCN5.1
-          - gfx906
-          - 16
-          - 60
-          - 64
-          - 64
-          -
-          - 4
-          -
-          - 16
-          - 16 per 3 CUs
-          - 32 per 3 CUs
-          - 256
-          - 12.5
+      .. list-table::
+          :header-rows: 1
+          :name: radeon-pro-arch-spec-table
 
-  .. tab-item:: AMD Radeon GPUs
+          *
+            - Model
+            - Architecture
+            - LLVM target name
+            - VRAM (GiB)
+            - Compute Units
+            - Wavefront Size
+            - LDS (KiB)
+            - Infinity Cache (MiB)
+            - L2 Cache (MiB)
+            - Graphics L1 Cache (KiB)
+            - L0 Vector Cache (KiB)
+            - L0 Scalar Cache (KiB)
+            - L0 Instruction Cache (KiB)
+            - VGPR File (KiB)
+            - SGPR File (KiB)
+          *
+            - Radeon PRO W7900
+            - RDNA3
+            - gfx1100
+            - 48
+            - 96
+            - 32
+            - 128
+            - 96
+            - 6
+            - 256
+            - 32
+            - 16
+            - 32
+            - 384
+            - 20
+          *
+            - Radeon PRO W7800
+            - RDNA3
+            - gfx1100
+            - 32
+            - 70
+            - 32
+            - 128
+            - 64
+            - 6
+            - 256
+            - 32
+            - 16
+            - 32
+            - 384
+            - 20
+          *
+            - Radeon PRO W7700
+            - RDNA3
+            - gfx1101
+            - 16
+            - 48
+            - 32
+            - 128
+            - 64
+            - 4
+            - 256
+            - 32
+            - 16
+            - 32
+            - 384
+            - 20
+          *
+            - Radeon PRO W6800
+            - RDNA2
+            - gfx1030
+            - 32
+            - 60
+            - 32
+            - 128
+            - 128
+            - 4
+            - 128
+            - 16
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon PRO W6600
+            - RDNA2
+            - gfx1032
+            - 8
+            - 28
+            - 32
+            - 128
+            - 32
+            - 2
+            - 128
+            - 16
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon PRO V620
+            - RDNA2
+            - gfx1030
+            - 32
+            - 72
+            - 32
+            - 128
+            - 128
+            - 4
+            - 128
+            - 16
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon Pro W5500
+            - RDNA
+            - gfx1012
+            - 8
+            - 22
+            - 32
+            - 128
+            -
+            - 4
+            - 128
+            - 16
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon Pro VII
+            - GCN5.1
+            - gfx906
+            - 16
+            - 60
+            - 64
+            - 64
+            -
+            - 4
+            -
+            - 16
+            - 16 per 3 CUs
+            - 32 per 3 CUs
+            - 256
+            - 12.5
 
-    .. list-table::
-        :header-rows: 1
-        :name: radeon-arch-spec-table
+    .. tab-item:: AMD Radeon GPUs
 
-        *
-          - Model
-          - Architecture
-          - LLVM target name
-          - VRAM (GiB)
-          - Compute Units
-          - Wavefront Size
-          - LDS (KiB)
-          - Infinity Cache (MiB)
-          - L2 Cache (MiB)
-          - Graphics L1 Cache (KiB)
-          - L0 Vector Cache (KiB)
-          - L0 Scalar Cache (KiB)
-          - L0 Instruction Cache (KiB)
-          - VGPR File (KiB)
-          - SGPR File (KiB)
-        *
-          - Radeon RX 7900 XTX
-          - RDNA3
-          - gfx1100
-          - 24
-          - 96
-          - 32
-          - 128
-          - 96
-          - 6
-          - 256
-          - 32
-          - 16
-          - 32
-          - 384
-          - 20
-        *
-          - Radeon RX 7900 XT
-          - RDNA3
-          - gfx1100
-          - 20
-          - 84
-          - 32
-          - 128
-          - 80
-          - 6
-          - 256
-          - 32
-          - 16
-          - 32
-          - 384
-          - 20
-        *
-          - Radeon RX 7900 GRE
-          - RDNA3
-          - gfx1100
-          - 16
-          - 80
-          - 32
-          - 128
-          - 64
-          - 6
-          - 256
-          - 32
-          - 16
-          - 32
-          - 384
-          - 20
-        *
-          - Radeon RX 7800 XT
-          - RDNA3
-          - gfx1101
-          - 16
-          - 60
-          - 32
-          - 128
-          - 64
-          - 4
-          - 256
-          - 32
-          - 16
-          - 32
-          - 384
-          - 20
-        *
-          - Radeon RX 7700 XT
-          - RDNA3
-          - gfx1101
-          - 12
-          - 54
-          - 32
-          - 128
-          - 48
-          - 4
-          - 256
-          - 32
-          - 16
-          - 32
-          - 384
-          - 20
-        *
-          - Radeon RX 7600
-          - RDNA3
-          - gfx1102
-          - 8
-          - 32
-          - 32
-          - 128
-          - 32
-          - 2
-          - 256
-          - 32
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon RX 6950 XT
-          - RDNA2
-          - gfx1030
-          - 16
-          - 80
-          - 32
-          - 128
-          - 128
-          - 4
-          - 128
-          - 16
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon RX 6900 XT
-          - RDNA2
-          - gfx1030
-          - 16
-          - 80
-          - 32
-          - 128
-          - 128
-          - 4
-          - 128
-          - 16
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon RX 6800 XT
-          - RDNA2
-          - gfx1030
-          - 16
-          - 72
-          - 32
-          - 128
-          - 128
-          - 4
-          - 128
-          - 16
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon RX 6800
-          - RDNA2
-          - gfx1030
-          - 16
-          - 60
-          - 32
-          - 128
-          - 128
-          - 4
-          - 128
-          - 16
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon RX 6750 XT
-          - RDNA2
-          - gfx1031
-          - 12
-          - 40
-          - 32
-          - 128
-          - 96
-          - 3
-          - 128
-          - 16
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon RX 6700 XT
-          - RDNA2
-          - gfx1031
-          - 12
-          - 40
-          - 32
-          - 128
-          - 96
-          - 3
-          - 128
-          - 16
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon RX 6700
-          - RDNA2
-          - gfx1031
-          - 10
-          - 36
-          - 32
-          - 128
-          - 80
-          - 3
-          - 128
-          - 16
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon RX 6650 XT
-          - RDNA2
-          - gfx1032
-          - 8
-          - 32
-          - 32
-          - 128
-          - 32
-          - 2
-          - 128
-          - 16
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon RX 6600 XT
-          - RDNA2
-          - gfx1032
-          - 8
-          - 32
-          - 32
-          - 128
-          - 32
-          - 2
-          - 128
-          - 16
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon RX 6600
-          - RDNA2
-          - gfx1032
-          - 8
-          - 28
-          - 32
-          - 128
-          - 32
-          - 2
-          - 128
-          - 16
-          - 16
-          - 32
-          - 256
-          - 20
-        *
-          - Radeon VII
-          - GCN5.1
-          - gfx906
-          - 16
-          - 60
-          - 64
-          - 64 per CU
-          -
-          - 4
-          -
-          - 16
-          - 16 per 3 CUs
-          - 32 per 3 CUs
-          - 256
-          - 12.5
+      .. list-table::
+          :header-rows: 1
+          :name: radeon-arch-spec-table
+
+          *
+            - Model
+            - Architecture
+            - LLVM target name
+            - VRAM (GiB)
+            - Compute Units
+            - Wavefront Size
+            - LDS (KiB)
+            - Infinity Cache (MiB)
+            - L2 Cache (MiB)
+            - Graphics L1 Cache (KiB)
+            - L0 Vector Cache (KiB)
+            - L0 Scalar Cache (KiB)
+            - L0 Instruction Cache (KiB)
+            - VGPR File (KiB)
+            - SGPR File (KiB)
+          *
+            - Radeon RX 7900 XTX
+            - RDNA3
+            - gfx1100
+            - 24
+            - 96
+            - 32
+            - 128
+            - 96
+            - 6
+            - 256
+            - 32
+            - 16
+            - 32
+            - 384
+            - 20
+          *
+            - Radeon RX 7900 XT
+            - RDNA3
+            - gfx1100
+            - 20
+            - 84
+            - 32
+            - 128
+            - 80
+            - 6
+            - 256
+            - 32
+            - 16
+            - 32
+            - 384
+            - 20
+          *
+            - Radeon RX 7900 GRE
+            - RDNA3
+            - gfx1100
+            - 16
+            - 80
+            - 32
+            - 128
+            - 64
+            - 6
+            - 256
+            - 32
+            - 16
+            - 32
+            - 384
+            - 20
+          *
+            - Radeon RX 7800 XT
+            - RDNA3
+            - gfx1101
+            - 16
+            - 60
+            - 32
+            - 128
+            - 64
+            - 4
+            - 256
+            - 32
+            - 16
+            - 32
+            - 384
+            - 20
+          *
+            - Radeon RX 7700 XT
+            - RDNA3
+            - gfx1101
+            - 12
+            - 54
+            - 32
+            - 128
+            - 48
+            - 4
+            - 256
+            - 32
+            - 16
+            - 32
+            - 384
+            - 20
+          *
+            - Radeon RX 7600
+            - RDNA3
+            - gfx1102
+            - 8
+            - 32
+            - 32
+            - 128
+            - 32
+            - 2
+            - 256
+            - 32
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon RX 6950 XT
+            - RDNA2
+            - gfx1030
+            - 16
+            - 80
+            - 32
+            - 128
+            - 128
+            - 4
+            - 128
+            - 16
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon RX 6900 XT
+            - RDNA2
+            - gfx1030
+            - 16
+            - 80
+            - 32
+            - 128
+            - 128
+            - 4
+            - 128
+            - 16
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon RX 6800 XT
+            - RDNA2
+            - gfx1030
+            - 16
+            - 72
+            - 32
+            - 128
+            - 128
+            - 4
+            - 128
+            - 16
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon RX 6800
+            - RDNA2
+            - gfx1030
+            - 16
+            - 60
+            - 32
+            - 128
+            - 128
+            - 4
+            - 128
+            - 16
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon RX 6750 XT
+            - RDNA2
+            - gfx1031
+            - 12
+            - 40
+            - 32
+            - 128
+            - 96
+            - 3
+            - 128
+            - 16
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon RX 6700 XT
+            - RDNA2
+            - gfx1031
+            - 12
+            - 40
+            - 32
+            - 128
+            - 96
+            - 3
+            - 128
+            - 16
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon RX 6700
+            - RDNA2
+            - gfx1031
+            - 10
+            - 36
+            - 32
+            - 128
+            - 80
+            - 3
+            - 128
+            - 16
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon RX 6650 XT
+            - RDNA2
+            - gfx1032
+            - 8
+            - 32
+            - 32
+            - 128
+            - 32
+            - 2
+            - 128
+            - 16
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon RX 6600 XT
+            - RDNA2
+            - gfx1032
+            - 8
+            - 32
+            - 32
+            - 128
+            - 32
+            - 2
+            - 128
+            - 16
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon RX 6600
+            - RDNA2
+            - gfx1032
+            - 8
+            - 28
+            - 32
+            - 128
+            - 32
+            - 2
+            - 128
+            - 16
+            - 16
+            - 32
+            - 256
+            - 20
+          *
+            - Radeon VII
+            - GCN5.1
+            - gfx906
+            - 16
+            - 60
+            - 64
+            - 64 per CU
+            -
+            - 4
+            -
+            - 16
+            - 16 per 3 CUs
+            - 32 per 3 CUs
+            - 256
+            - 12.5
 
 For more information on the terms used here, see the :ref:`specific documents and guides <gpu-arch-documentation>` or :doc:`Understanding the HIP programming model<hip:understand/programming_model>`.
 
diff --git a/docs/reference/rocm-tools.md b/docs/reference/rocm-tools.md
index 60801dd92..1a53a3273 100644
--- a/docs/reference/rocm-tools.md
+++ b/docs/reference/rocm-tools.md
@@ -19,6 +19,7 @@
 :img-alt: Development tools
 :padding: 2
 
+* {doc}`HIPIFY <hipify:index>`
 * {doc}`ROCdbgapi <rocdbgapi:index>`
 * [ROCmCC](./rocmcc.md)
 * [ROCm Debug Agent](https://github.com/ROCm/rocr_debug_agent)
@@ -35,6 +36,7 @@
 
 * [RocBandwidthTest](https://github.com/ROCm/rocm_bandwidth_test)
 * {doc}`ROCProfiler <rocprofiler:profiler_home_page>`
+* [rocprofiler-register](https://github.com/ROCm/rocprofiler-register)
 * {doc}`ROCTracer <roctracer:index>`
 :::
 
diff --git a/docs/sphinx/_toc.yml.in b/docs/sphinx/_toc.yml.in
index af68deae1..433e30e81 100644
--- a/docs/sphinx/_toc.yml.in
+++ b/docs/sphinx/_toc.yml.in
@@ -25,11 +25,13 @@ subtrees:
 
 - caption: Compatibility
   entries:
+  - file: compatibility/compatibility-matrix.rst
+    title: Compatibility matrix
   - url: https://rocm.docs.amd.com/projects/install-on-linux/en/${branch}/reference/system-requirements.html
     title: Linux
   - url: https://rocm.docs.amd.com/projects/install-on-windows/en/${branch}/reference/system-requirements.html
     title: Windows
-  - file: about/compatibility/precision-support.rst
+  - file: compatibility/precision-support.rst
     title: Precision support
   - url: https://rocm.docs.amd.com/projects/install-on-linux/en/${branch}/reference/3rd-party-support-matrix.html
     title: Third-party
diff --git a/docs/sphinx/static/css/rocm_custom.css b/docs/sphinx/static/css/rocm_custom.css
new file mode 100644
index 000000000..7d14bb961
--- /dev/null
+++ b/docs/sphinx/static/css/rocm_custom.css
@@ -0,0 +1,53 @@
+
+/* Adds container for big tables, used for Compatibility Matrix */
+
+
+/* Header row to have opaque background colour when sticky */
+.format-big-table th {
+    background-color: var(--pst-color-background);
+    white-space: nowrap;
+  }
+  
+  /* Turn on borders for whole table */
+  .format-big-table th,
+  .format-big-table td {
+    border-width: 1px;
+  }
+  
+  /* .format-big-table th.head { */
+  /*   background-color: var(--pst-color-on-surface); */
+  /* } */
+  
+  /* Sticky header for table excluding the stub*/
+  .format-big-table th.head:not(.stub) {
+    position: sticky;
+    top: 3rem;
+    z-index: 1;
+  }
+
+  /* Sticky header for the head & stub: top left cell */
+  .format-big-table th.head.stub {
+    position: sticky;
+    top: 3rem;
+    z-index: 1;
+    background-color: var(--pst-color-background);
+    white-space: nowrap;
+  }
+  
+  /* Sticky for the stub column */
+  /*.format-big-table tbody th:not(:empty) {
+    position: sticky;
+    top: 3rem;
+    z-index: 2;
+  }*/
+  
+  /* Removes borders for stub column */
+  .format-big-table tbody th {
+    border-top: none;
+    border-bottom: none;
+  }
+  
+  /* For horizontal scrolling only.  Can't be combined with format-big-table container */
+  .horizontal-scrolling-container {
+    overflow-x: scroll;
+  }