[docs] instructions for docker images updated
@@ -21,16 +21,18 @@ We also maintain a live TornadoVM whitepaper document which you can download [he
#### B) Using Docker
-_We have tested our docker images for CentOS >= 7.4 and Ubuntu >= 16.04._
-We currently have docker images for NVIDIA and Intel Integrated GPUs using OpenJDK 8 and GraalVM for JDK 8 and 11:
+_We have tested our docker images for CentOS >= 7.4 and Ubuntu >= 16.04._ We currently have docker images for NVIDIA and Intel Integrated GPUs using OpenJDK 8 and GraalVM for JDK 8 and 11:
* TornadoVM docker images for NVIDIA GPUs
* TornadoVM docker images for Intel Integrated Graphics
##### TornadoVM Docker for NVIDIA GPUs:
-It requires the [nvidia-docker](https://github.com/NVIDIA/nvidia-docker) runtime.
+Note that this requires the [nvidia-docker](https://github.com/NVIDIA/nvidia-docker) runtime.
+
+Using TornadoVM with OpenJDK 8 for NVIDIA GPUs:
```bash
+## Docker image for TornadoVM and OpenJDK 8
$ docker pull beehivelab/tornado-gpu:latest
$ git clone https://github.com/beehive-lab/docker-tornado
$ cd docker-tornado
@@ -41,22 +43,22 @@ $ ./run_nvidia.sh tornado example/MatrixMultiplication
Using TornadoVM with GraalVM for NVIDIA GPUs:
```bash
-## Using JDK 8
+## GraalVM with JDK 8
$ docker pull beehivelab/tornado-gpu-graalvm-jdk8:latest
-## Using JDK 11
+## GraalVM with JDK 11
$ docker pull beehivelab/tornado-gpu-graalvm-jdk11:latest
```
In our [docker-tornado](https://github.com/beehive-lab/docker-tornado) repository we have all runner scripts for each configuration.
```bash
-# example
+# example of running graal images
./run_nvidia_graalvm-jdk8.sh tornado ...
./run_nvidia_graalvm-jdk11.sh tornado ...
```
-Example:
+Example for running the TornadoVM with OpenJDK 8:
```bash
## Run with TornadoVM on an NVIDIA GPU using OpenJDK 8
@@ -69,8 +71,10 @@ Computing MxM of 2048x2048
##### TornadoVM Docker for Intel Integrated GPUs:
+Using TornadoVM with OpenJDK 8 for Intel Integrated Graphics:
```bash
+# TornadoVM image with OpenJDK 8
$ docker pull beehivelab/tornado-intel-gpu:latest
$ git clone https://github.com/beehive-lab/docker-tornado
$ cd docker-tornado
@@ -81,10 +85,10 @@ $ ./run_intel.sh tornado example/MatrixMultiplication
Using TornadoVM with GraalVM for Intel Integrated Graphics:
```bash
-## Using JDK 8
+## GraalVM with JDK 8
$ docker pull beehivelab/tornado-intel-igpu-graalvm-jdk8:latest
$ run_intel_graalvm_jdk8.sh tornado ...
-## Using JDK 11
+## GraalVM with JDK 11
$ docker pull beehivelab/tornado-intel-igpu-graalvm-jdk11:latest
$ run_intel_graalvm_jdk11.sh tornado ...
```
