diff --git a/apps/model-inference-examples/recommendation-inference/pom.xml b/apps/model-inference-examples/recommendation-inference/pom.xml
index 8362c26ba3f..d7ee88d6ecf 100644
--- a/apps/model-inference-examples/recommendation-inference/pom.xml
+++ b/apps/model-inference-examples/recommendation-inference/pom.xml
@@ -11,7 +11,7 @@
     <description>simple example of ncf recommender inference</description>
     <properties>
         <spark.version>2.4.3</spark.version>
-        <bigdl.version>0.11.1</bigdl.version>
+        <bigdl.version>0.12.0</bigdl.version>
         <zoo.version>0.9.0-SNAPSHOT</zoo.version>
     </properties>
 
diff --git a/docker/cluster-serving/ClusterServingSparkVersionDockerfile b/docker/cluster-serving/ClusterServingSparkVersionDockerfile
index 693f236b03e..88b4c7b86b0 100644
--- a/docker/cluster-serving/ClusterServingSparkVersionDockerfile
+++ b/docker/cluster-serving/ClusterServingSparkVersionDockerfile
@@ -5,7 +5,7 @@ MAINTAINER The Analytics Zoo Authors https://github.com/intel-analytics/analytic
 WORKDIR /opt/work
 
 ARG SPARK_VERSION=2.4.3 
-ARG BIGDL_VERSION=0.11.1
+ARG BIGDL_VERSION=0.12.0
 ARG ANALYTICS_ZOO_VERSION=0.9.0-SNAPSHOT
 
 ENV SPARK_HOME			/opt/work/spark-${SPARK_VERSION}
diff --git a/docker/cluster-serving/Dockerfile b/docker/cluster-serving/Dockerfile
index 388b150cacf..f9af3bd73bb 100644
--- a/docker/cluster-serving/Dockerfile
+++ b/docker/cluster-serving/Dockerfile
@@ -5,7 +5,7 @@ MAINTAINER The Analytics Zoo Authors https://github.com/intel-analytics/analytic
 WORKDIR /opt/work
 
 ARG SPARK_VERSION=2.4.3 
-ARG BIGDL_VERSION=0.11.1
+ARG BIGDL_VERSION=0.12.0
 ARG ANALYTICS_ZOO_VERSION=0.9.0-SNAPSHOT
 ARG FLINK_VERSION=1.10.0
 
diff --git a/docker/cluster-serving/download-cluster-serving-all-zip.sh b/docker/cluster-serving/download-cluster-serving-all-zip.sh
index 9e3417b9444..e80aed5c15b 100644
--- a/docker/cluster-serving/download-cluster-serving-all-zip.sh
+++ b/docker/cluster-serving/download-cluster-serving-all-zip.sh
@@ -17,7 +17,7 @@
 #
 if [ -z "${ANALYTICS_ZOO_VERSION}" ]; then
   export ANALYTICS_ZOO_VERSION=0.9.0-SNAPSHOT
-  export BIGDL_VERSION=0.11.1
+  export BIGDL_VERSION=0.12.0
   export SPARK_VERSION=2.4.3
   echo "You did not specify ANALYTICS_ZOO_VERSION, will download "$ANALYTICS_ZOO_VERSION
 fi
diff --git a/docker/hyperzoo/Dockerfile b/docker/hyperzoo/Dockerfile
index 00a1516d93b..a2cdd66b67c 100644
--- a/docker/hyperzoo/Dockerfile
+++ b/docker/hyperzoo/Dockerfile
@@ -3,7 +3,7 @@ FROM ubuntu:18.04
 MAINTAINER The Analytics-Zoo Authors https://github.com/intel-analytics/analytics-zoo
 
 ARG ANALYTICS_ZOO_VERSION=0.9.0-SNAPSHOT
-ARG BIGDL_VERSION=0.11.1
+ARG BIGDL_VERSION=0.12.0
 ARG SPARK_VERSION=2.4.3
 ARG FLINK_VERSION=1.10.0
 
diff --git a/docker/zoo/Dockerfile b/docker/zoo/Dockerfile
index 53586b4d28a..44702b91574 100644
--- a/docker/zoo/Dockerfile
+++ b/docker/zoo/Dockerfile
@@ -21,7 +21,7 @@ MAINTAINER The Analytics-Zoo Authors https://github.com/intel-analytics/analytic
 WORKDIR /opt/work
 
 ARG ANALYTICS_ZOO_VERSION=0.9.0-SNAPSHOT
-ARG BIGDL_VERSION=0.11.1
+ARG BIGDL_VERSION=0.12.0
 ARG SPARK_VERSION=2.4.3
 ARG RUNTIME_SPARK_MASTER=local[4]
 ARG RUNTIME_DRIVER_CORES=4
diff --git a/docs/docs/DockerUserGuide/index.md b/docs/docs/DockerUserGuide/index.md
index f0975a5be04..ea01242ca13 100644
--- a/docs/docs/DockerUserGuide/index.md
+++ b/docs/docs/DockerUserGuide/index.md
@@ -249,7 +249,7 @@ sudo docker build \
 ```
 sudo docker build \
     --build-arg ANALYTICS_ZOO_VERSION=0.7.0 \
-    --build-arg BIGDL_VERSION=0.11.1 \
+    --build-arg BIGDL_VERSION=0.12.0 \
     --build-arg SPARK_VERSION=2.4.3 \
     --rm -t intelanalytics/analytics-zoo:0.7.0-bigdl_0.10.0-spark_2.4.3 .
 ```
diff --git a/docs/docs/PythonUserGuide/install.md b/docs/docs/PythonUserGuide/install.md
index 81b5ce3bd72..c2ed2af9da5 100644
--- a/docs/docs/PythonUserGuide/install.md
+++ b/docs/docs/PythonUserGuide/install.md
@@ -43,7 +43,7 @@ sc = init_nncontext()
 1. We've tested this package with pip 9.0.1. `pip install --upgrade pip` if necessary.
 2. Pip install supports __Mac__ and __Linux__ platforms.
 3. You need to install Java __>= JDK8__ before running Analytics Zoo, which is required by `pyspark`.
-4. `bigdl==0.11.1`, `pyspark==2.4.3`, `conda-pack==0.3.1` and their dependencies will be automatically installed if they haven't been detected in the current Python environment.
+4. `bigdl==0.12.0`, `pyspark==2.4.3`, `conda-pack==0.3.1` and their dependencies will be automatically installed if they haven't been detected in the current Python environment.
 
 ---
 ## **Install from pip for Yarn cluster**
diff --git a/scripts/cluster-serving/download-serving-jar.sh b/scripts/cluster-serving/download-serving-jar.sh
index b5e3a589adf..2939aca505f 100644
--- a/scripts/cluster-serving/download-serving-jar.sh
+++ b/scripts/cluster-serving/download-serving-jar.sh
@@ -17,7 +17,7 @@
 #
 if [ -z "${ANALYTICS_ZOO_VERSION}" ]; then
   export ANALYTICS_ZOO_VERSION=0.9.0-SNAPSHOT
-  export BIGDL_VERSION=0.11.1
+  export BIGDL_VERSION=0.12.0
   export SPARK_VERSION=2.4.3
   echo "You did not specify ANALYTICS_ZOO_VERSION, will download "$ANALYTICS_ZOO_VERSION
 fi
diff --git a/zoo/pom.xml b/zoo/pom.xml
index 916226386e1..d7f9fc57456 100644
--- a/zoo/pom.xml
+++ b/zoo/pom.xml
@@ -27,7 +27,7 @@
         <scala.macros.version>2.1.0</scala.macros.version>
         <scalatest.version>2.2.4</scalatest.version>
         <spark.version>2.4.3</spark.version>
-        <bigdl.version>0.11.1</bigdl.version>
+        <bigdl.version>0.12.0</bigdl.version>
         <core.artifactId>zoo-core-dist-all</core.artifactId>
         <core.dependencyType>pom</core.dependencyType>
         <data-store-url>http://download.tensorflow.org</data-store-url>