diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7fe736003..cecf0a409 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -169,28 +169,29 @@ The following defects are fixed in ROCm v5.7,
 
 - Remove hiparray* and make it opaque with hipArray_t
 
+
 ### Library Changes in ROCM 5.7.0
 
 | Library | Version |
 |---------|---------|
-| hipBLAS |  ⇒ [1.1.0](https://github.com/ROCmSoftwarePlatform/hipBLAS/releases/tag/rocm-5.7.0) |
-| hipCUB |  ⇒ [2.13.1](https://github.com/ROCmSoftwarePlatform/hipCUB/releases/tag/rocm-5.7.0) |
-| hipFFT |  ⇒ [1.0.12](https://github.com/ROCmSoftwarePlatform/hipFFT/releases/tag/rocm-5.7.0) |
-| hipSOLVER |  ⇒ [1.8.1](https://github.com/ROCmSoftwarePlatform/hipSOLVER/releases/tag/rocm-5.7.0) |
-| hipSPARSE |  ⇒ [2.3.8](https://github.com/ROCmSoftwarePlatform/hipSPARSE/releases/tag/rocm-5.7.0) |
-| MIOpen |  ⇒ [2.19.0](https://github.com/ROCmSoftwarePlatform/MIOpen/releases/tag/rocm-5.7.0) |
-| rccl |  ⇒ [2.17.1-1](https://github.com/ROCmSoftwarePlatform/rccl/releases/tag/rocm-5.7.0) |
-| rocALUTION |  ⇒ [2.1.11](https://github.com/ROCmSoftwarePlatform/rocALUTION/releases/tag/rocm-5.7.0) |
-| rocBLAS |  ⇒ [3.1.0](https://github.com/ROCmSoftwarePlatform/rocBLAS/releases/tag/rocm-5.7.0) |
-| rocFFT |  ⇒ [1.0.24](https://github.com/ROCmSoftwarePlatform/rocFFT/releases/tag/rocm-5.7.0) |
-| rocm-cmake |  ⇒ [0.10.0](https://github.com/RadeonOpenCompute/rocm-cmake/releases/tag/rocm-5.7.0) |
-| rocPRIM |  ⇒ [2.13.1](https://github.com/ROCmSoftwarePlatform/rocPRIM/releases/tag/rocm-5.7.0) |
-| rocRAND |  ⇒ [2.10.17](https://github.com/ROCmSoftwarePlatform/rocRAND/releases/tag/rocm-5.7.0) |
-| rocSOLVER |  ⇒ [3.23.0](https://github.com/ROCmSoftwarePlatform/rocSOLVER/releases/tag/rocm-5.7.0) |
-| rocSPARSE |  ⇒ [2.5.4](https://github.com/ROCmSoftwarePlatform/rocSPARSE/releases/tag/rocm-5.7.0) |
-| rocThrust |  ⇒ [2.18.0](https://github.com/ROCmSoftwarePlatform/rocThrust/releases/tag/rocm-5.7.0) |
-| rocWMMA |  ⇒ [1.2.0](https://github.com/ROCmSoftwarePlatform/rocWMMA/releases/tag/rocm-5.7.0) |
-| Tensile |  ⇒ [4.38.0](https://github.com/ROCmSoftwarePlatform/Tensile/releases/tag/rocm-5.7.0) |
+| hipBLAS | 0.54.0 ⇒ [1.1.0](https://github.com/ROCmSoftwarePlatform/hipBLAS/releases/tag/rocm-5.7.0) |
+| hipCUB | [2.13.1](https://github.com/ROCmSoftwarePlatform/hipCUB/releases/tag/rocm-5.7.0) |
+| hipFFT | [1.0.12](https://github.com/ROCmSoftwarePlatform/hipFFT/releases/tag/rocm-5.7.0) |
+| hipSOLVER | 1.8.0 ⇒ [1.8.1](https://github.com/ROCmSoftwarePlatform/hipSOLVER/releases/tag/rocm-5.7.0) |
+| hipSPARSE | 2.3.7 ⇒ [2.3.8](https://github.com/ROCmSoftwarePlatform/hipSPARSE/releases/tag/rocm-5.7.0) |
+| MIOpen | [2.19.0](https://github.com/ROCmSoftwarePlatform/MIOpen/releases/tag/rocm-5.7.0) |
+| rccl | 2.15.5 ⇒ [2.17.1-1](https://github.com/ROCmSoftwarePlatform/rccl/releases/tag/rocm-5.7.0) |
+| rocALUTION | 2.1.9 ⇒ [2.1.11](https://github.com/ROCmSoftwarePlatform/rocALUTION/releases/tag/rocm-5.7.0) |
+| rocBLAS | 3.0.0 ⇒ [3.1.0](https://github.com/ROCmSoftwarePlatform/rocBLAS/releases/tag/rocm-5.7.0) |
+| rocFFT | 1.0.23 ⇒ [1.0.24](https://github.com/ROCmSoftwarePlatform/rocFFT/releases/tag/rocm-5.7.0) |
+| rocm-cmake | 0.9.0 ⇒ [0.10.0](https://github.com/RadeonOpenCompute/rocm-cmake/releases/tag/rocm-5.7.0) |
+| rocPRIM | 2.13.0 ⇒ [2.13.1](https://github.com/ROCmSoftwarePlatform/rocPRIM/releases/tag/rocm-5.7.0) |
+| rocRAND | [2.10.17](https://github.com/ROCmSoftwarePlatform/rocRAND/releases/tag/rocm-5.7.0) |
+| rocSOLVER | 3.22.0 ⇒ [3.23.0](https://github.com/ROCmSoftwarePlatform/rocSOLVER/releases/tag/rocm-5.7.0) |
+| rocSPARSE | 2.5.2 ⇒ [2.5.4](https://github.com/ROCmSoftwarePlatform/rocSPARSE/releases/tag/rocm-5.7.0) |
+| rocThrust | [2.18.0](https://github.com/ROCmSoftwarePlatform/rocThrust/releases/tag/rocm-5.7.0) |
+| rocWMMA | [1.2.0](https://github.com/ROCmSoftwarePlatform/rocWMMA/releases/tag/rocm-5.7.0) |
+| Tensile | 4.37.0 ⇒ [4.38.0](https://github.com/ROCmSoftwarePlatform/Tensile/releases/tag/rocm-5.7.0) |
 
 #### hipBLAS 1.1.0
 
@@ -501,6 +502,36 @@ ROCm 5.6.1 is a point release with several bug fixes in the HIP runtime.
 - Memory leak when code object files are loaded/unloaded via hipModuleLoad/hipModuleUnload APIs
 - Using *hipGraphAddMemFreeNode* no longer results in a crash
 
+### Library Changes in ROCM 5.6.1
+
+| Library | Version |
+|---------|---------|
+| hipBLAS | [0.53.0](https://github.com/ROCmSoftwarePlatform/hipBLAS/releases/tag/rocm-5.6.1) |
+| hipCUB | [2.13.1](https://github.com/ROCmSoftwarePlatform/hipCUB/releases/tag/rocm-5.6.1) |
+| hipFFT | [1.0.12](https://github.com/ROCmSoftwarePlatform/hipFFT/releases/tag/rocm-5.6.1) |
+| hipSOLVER | [1.8.0](https://github.com/ROCmSoftwarePlatform/hipSOLVER/releases/tag/rocm-5.6.1) |
+| hipSPARSE | 2.3.6 ⇒ [2.3.7](https://github.com/ROCmSoftwarePlatform/hipSPARSE/releases/tag/rocm-5.6.1) |
+| MIOpen | [2.19.0](https://github.com/ROCmSoftwarePlatform/MIOpen/releases/tag/rocm-5.6.1) |
+| rccl | [2.15.5](https://github.com/ROCmSoftwarePlatform/rccl/releases/tag/rocm-5.6.1) |
+| rocALUTION | [2.1.9](https://github.com/ROCmSoftwarePlatform/rocALUTION/releases/tag/rocm-5.6.1) |
+| rocBLAS | [3.0.0](https://github.com/ROCmSoftwarePlatform/rocBLAS/releases/tag/rocm-5.6.1) |
+| rocFFT | [1.0.23](https://github.com/ROCmSoftwarePlatform/rocFFT/releases/tag/rocm-5.6.1) |
+| rocm-cmake | [0.9.0](https://github.com/RadeonOpenCompute/rocm-cmake/releases/tag/rocm-5.6.1) |
+| rocPRIM | [2.13.0](https://github.com/ROCmSoftwarePlatform/rocPRIM/releases/tag/rocm-5.6.1) |
+| rocRAND | [2.10.17](https://github.com/ROCmSoftwarePlatform/rocRAND/releases/tag/rocm-5.6.1) |
+| rocSOLVER | [3.22.0](https://github.com/ROCmSoftwarePlatform/rocSOLVER/releases/tag/rocm-5.6.1) |
+| rocSPARSE | [2.5.2](https://github.com/ROCmSoftwarePlatform/rocSPARSE/releases/tag/rocm-5.6.1) |
+| rocThrust | [2.18.0](https://github.com/ROCmSoftwarePlatform/rocThrust/releases/tag/rocm-5.6.1) |
+| Tensile | [4.37.0](https://github.com/ROCmSoftwarePlatform/Tensile/releases/tag/rocm-5.6.1) |
+
+#### hipSPARSE 2.3.7
+
+hipSPARSE 2.3.7 for ROCm 5.6.1
+
+##### Bugfix
+
+* Reverted an undocumented API change in hipSPARSE 2.3.6 that affected hipsparseSpSV_solve function
+
 -------------------
 
 ## ROCm 5.6.0
diff --git a/docs/404.md b/docs/404.md
index 695204c18..e4940c8d0 100644
--- a/docs/404.md
+++ b/docs/404.md
@@ -1,7 +1,3 @@
 # 404 - Page Not Found
 
-```{figure} ./data/AMD-404.png
-:align: center
-```
-
 Return [home](./index) or use the sidebar navigation to get back on track.
diff --git a/docs/conf.py b/docs/conf.py
index c02695f23..f0ecb503e 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -15,6 +15,13 @@ shutil.copy2('../RELEASE.md','./release.md')
 shutil.copy2('../CHANGELOG.md','./CHANGELOG.md')
 
 latex_engine = "xelatex"
+latex_elements = {
+    "fontpkg": r"""
+\usepackage{tgtermes}
+\usepackage{tgheros}
+\renewcommand\ttdefault{txtt}
+"""
+}
 
 # configurations for PDF output by Read the Docs
 project = "ROCm Documentation"
diff --git a/docs/data/AMD-404.png b/docs/data/AMD-404.png
deleted file mode 100644
index 6735fe945..000000000
Binary files a/docs/data/AMD-404.png and /dev/null differ
diff --git a/docs/reference/openmp/openmp.md b/docs/reference/openmp/openmp.md
index f727c3056..82faa1002 100644
--- a/docs/reference/openmp/openmp.md
+++ b/docs/reference/openmp/openmp.md
@@ -14,7 +14,7 @@ this ROCm release. See the list of supported GPUs in {doc}`/release/gpu_os_suppo
 The ROCm OpenMP compiler is implemented using LLVM compiler technology.
 {numref}`openmp-toolchain` illustrates the internal steps taken to translate a user’s application into an executable that can offload computation to the AMDGPU. The compilation is a two-pass process. Pass 1 compiles the application to generate the CPU code and Pass 2 links the CPU code to the AMDGPU device code.
 
-![OpenMP Toolchain](../../data/reference/openmp/openmp_toolchain.svg)
+![OpenMP Toolchain](../../data/reference/openmp/openmp_toolchain.svg "OpenMP toolchain" =800x600)
 
 ### Installation