diff --git a/oneDNN-3.4.1.tar.gz b/oneDNN-3.4.1.tar.gz
deleted file mode 100644
index 9da5c62..0000000
--- a/oneDNN-3.4.1.tar.gz
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:66a6512405664c2cd004811922173adabaa50d6aadc9352291d2d85f8b0f3d10
-size 13282745
diff --git a/oneDNN-3.5.3.tar.gz b/oneDNN-3.5.3.tar.gz
new file mode 100644
index 0000000..613c0dd
--- /dev/null
+++ b/oneDNN-3.5.3.tar.gz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ddbc26c75978c5e864050f699dbefbf5bff9c0b8d2af827845708e1376471f17
+size 13190748
diff --git a/onednn.changes b/onednn.changes
index d46b102..03bf602 100644
--- a/onednn.changes
+++ b/onednn.changes
@@ -1,3 +1,14 @@
+-------------------------------------------------------------------
+Tue Sep 24 08:40:52 UTC 2024 - Guillaume GARDET <guillaume.gardet@opensuse.org>
+
+- Enable graph component
+
+-------------------------------------------------------------------
+Mon Sep 23 10:04:43 UTC 2024 - Guillaume GARDET <guillaume.gardet@opensuse.org>
+
+- Update to 3.5.3:
+  * https://github.com/oneapi-src/oneDNN/releases/tag/v3.5.3
+
 -------------------------------------------------------------------
 Fri Apr 19 17:27:48 UTC 2024 - Alessandro de Oliveira Faria <cabelo@opensuse.org>
 
diff --git a/onednn.spec b/onednn.spec
index 8d305bd..e116787 100644
--- a/onednn.spec
+++ b/onednn.spec
@@ -24,7 +24,7 @@
 %endif
 
 %ifarch aarch64
-# Disable ACL until fixed upstream - https://github.com/oneapi-src/oneDNN/issues/1599
+# Disable ACL until fixed upstream - https://github.com/oneapi-src/oneDNN/issues/2109
 %bcond_with acl
 %else
 %bcond_with acl
@@ -32,7 +32,7 @@
 
 %define libname libdnnl3
 Name:           onednn
-Version:        3.4.1
+Version:        3.5.3
 Release:        0
 Summary:        Intel Math Kernel Library for Deep Neural Networks
 License:        Apache-2.0
@@ -46,7 +46,7 @@ BuildRequires:  gcc-c++
 BuildRequires:  graphviz
 BuildRequires:  texlive-dvips-bin
 %if %{with acl}
-BuildRequires:  ComputeLibrary-devel >= 22.08
+BuildRequires:  ComputeLibrary-devel >= 24.04
 %endif
 %if %{with opencl}
 BuildRequires:  opencl-headers
@@ -131,7 +131,7 @@ to implement deep neural networks (DNN) with C and C++ interfaces.
 %endif
   -DDNNL_INSTALL_MODE=DEFAULT \
   -DDNNL_BUILD_TESTS=ON \
-  -DONEDNN_BUILD_GRAPH=OFF \
+  -DONEDNN_BUILD_GRAPH=ON \
   -DDNNL_WERROR=OFF
 %cmake_build
 %cmake_build doc_doxygen