diff --git a/libnd4j/pom.xml b/libnd4j/pom.xml
index 740fe4774..f33f8577f 100644
--- a/libnd4j/pom.xml
+++ b/libnd4j/pom.xml
@@ -110,11 +110,6 @@
                 <artifactId>javacpp</artifactId>
                 <version>${javacpp.version}</version>
                 <dependencies>
-                    <dependency>
-                        <groupId>org.bytedeco</groupId>
-                        <artifactId>mkl-dnn-platform</artifactId>
-                        <version>${mkl-dnn.javacpp.version}</version>
-                    </dependency>
                     <dependency>
                         <groupId>org.bytedeco</groupId>
                         <artifactId>openblas-platform</artifactId>
@@ -125,19 +120,15 @@
                     <properties>${libnd4j.platform}</properties>
                     <buildResources>
                         <buildResource>/${javacpp.platform.library.path}/</buildResource>
-                        <buildResource>/org/bytedeco/mkldnn/${libnd4j.platform}/</buildResource>
                         <buildResource>/org/bytedeco/openblas/${libnd4j.platform}/</buildResource>
                     </buildResources>
                     <includeResources>
                         <includeResource>/${javacpp.platform.library.path}/include/</includeResource>
-                        <includeResource>/org/bytedeco/mkldnn/${libnd4j.platform}/include/</includeResource>
                         <includeResource>/org/bytedeco/openblas/${libnd4j.platform}/include/</includeResource>
                     </includeResources>
                     <linkResources>
                         <linkResource>/${javacpp.platform.library.path}/</linkResource>
                         <linkResource>/${javacpp.platform.library.path}/lib/</linkResource>
-                        <linkResource>/org/bytedeco/mkldnn/${libnd4j.platform}/</linkResource>
-                        <linkResource>/org/bytedeco/mkldnn/${libnd4j.platform}/</linkResource>
                         <linkResource>/org/bytedeco/openblas/${libnd4j.platform}/</linkResource>
                         <linkResource>/org/bytedeco/openblas/${libnd4j.platform}/lib/</linkResource>
                     </linkResources>
diff --git a/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-native-platform/pom.xml b/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-native-platform/pom.xml
index ff85e63e7..72fc32113 100644
--- a/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-native-platform/pom.xml
+++ b/nd4j/nd4j-backends/nd4j-backend-impls/nd4j-native-platform/pom.xml
@@ -40,11 +40,6 @@
             <artifactId>mkl-platform</artifactId>
             <version>${mkl.version}-${javacpp-presets.version}</version>
         </dependency>
-        <dependency>
-            <groupId>org.bytedeco</groupId>
-            <artifactId>mkl-dnn-platform</artifactId>
-            <version>${mkl-dnn.javacpp.version}</version>
-        </dependency>
         <dependency>
             <groupId>${project.groupId}</groupId>
             <artifactId>${nd4j.backend}</artifactId>
diff --git a/pom.xml b/pom.xml
index b0238c4f1..46473a150 100644
--- a/pom.xml
+++ b/pom.xml
@@ -297,8 +297,6 @@
 
         <openblas.version>0.3.6</openblas.version>
         <mkl.version>2019.4</mkl.version>
-        <mkl-dnn.version>0.20</mkl-dnn.version>
-        <mkl-dnn.javacpp.version>${mkl-dnn.version}-${javacpp-presets.version}</mkl-dnn.javacpp.version>
         <opencv.version>4.1.0</opencv.version>
         <ffmpeg.version>4.1.3</ffmpeg.version>
         <leptonica.version>1.78.0</leptonica.version>