diff --git a/software/tutorial/.gitignore b/software/tutorial/.gitignore
new file mode 100644
index 00000000..08047cf6
--- /dev/null
+++ b/software/tutorial/.gitignore
@@ -0,0 +1 @@
+overlay
diff --git a/software/tutorial/build.sh b/software/tutorial/build.sh
new file mode 100755
index 00000000..d84c5c3b
--- /dev/null
+++ b/software/tutorial/build.sh
@@ -0,0 +1,21 @@
+#!/bin/bash
+
+set -ex
+
+CYDIR=$(git rev-parse --show-toplevel)
+G_DIR=$CYDIR/generators/gemmini/software/gemmini-rocc-tests
+O_DIR=$CYDIR/software/tutorial/overlay/root
+
+echo "Building Gemmini RoCC tests"
+cd $G_DIR
+
+./build.sh imagenet
+cd build
+rm -rf $O_DIR
+mkdir -p $O_DIR
+cp -r imagenet/resnet50-baremetal $O_DIR/
+cp -r imagenet/resnet50-linux $O_DIR/
+cp -r imagenet/mobilenet-baremetal $O_DIR/
+cp -r imagenet/mobilenet-linux $O_DIR/
+
+echo "Complete!"
diff --git a/software/tutorial/marshal-configs/mobilenet-baremetal.yaml b/software/tutorial/marshal-configs/mobilenet-baremetal.yaml
new file mode 100644
index 00000000..3b2df3e6
--- /dev/null
+++ b/software/tutorial/marshal-configs/mobilenet-baremetal.yaml
@@ -0,0 +1,8 @@
+{
+  "name" : "mobilenet-baremetal",
+  "base" : "bare-base.json",
+  "workdir" : "..",
+  "host-init" : "build.sh",
+  "bin" : "overlay/root/mobilenet-baremetal",
+  "spike-args" : "--extension=gemmini"
+}
diff --git a/software/tutorial/marshal-configs/resnet50-baremetal.yaml b/software/tutorial/marshal-configs/resnet50-baremetal.yaml
new file mode 100644
index 00000000..f4b00630
--- /dev/null
+++ b/software/tutorial/marshal-configs/resnet50-baremetal.yaml
@@ -0,0 +1,8 @@
+{
+  "name" : "resnet50-baremetal",
+  "base" : "bare-base.json",
+  "workdir" : "..",
+  "host-init" : "build.sh",
+  "bin" : "overlay/root/resnet50-baremetal",
+  "spike-args" : "--extension=gemmini"
+}
diff --git a/software/tutorial/marshal-configs/resnet50-linux-interactive.yaml b/software/tutorial/marshal-configs/resnet50-linux-interactive.yaml
new file mode 100644
index 00000000..4dff0843
--- /dev/null
+++ b/software/tutorial/marshal-configs/resnet50-linux-interactive.yaml
@@ -0,0 +1,8 @@
+{
+  "name" : "resnet50-linux-interactive",
+  "base" : "br-base.json",
+  "workdir" : "..",
+  "host-init" : "build.sh",
+  "overlay" : "overlay",
+  "spike-args" : "--extension=gemmini"
+}
diff --git a/software/tutorial/marshal-configs/resnet50-linux.yaml b/software/tutorial/marshal-configs/resnet50-linux.yaml
new file mode 100644
index 00000000..372e1e2b
--- /dev/null
+++ b/software/tutorial/marshal-configs/resnet50-linux.yaml
@@ -0,0 +1,9 @@
+{
+  "name" : "resnet50-linux",
+  "base" : "br-base.json",
+  "workdir" : "..",
+  "host-init" : "build.sh",
+  "overlay" : "overlay",
+  "command" : "/root/resnet50-linux",
+  "spike-args" : "--extension=gemmini"
+}