diff --git a/Jenkinsfile b/Jenkinsfile
index e12ff3558ed1a..f63e7d0f396eb 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -139,6 +139,7 @@ stage('Build') {
         timeout(time: max_time, unit: 'MINUTES') {
           sh "${docker_run} tvmai/ci-cpu ./tests/scripts/task_cpp_unittest.sh"
           sh "${docker_run} tvmai/ci-cpu ./tests/scripts/task_python_vta.sh"
+          sh "${docker_run} tvmai/ci-cpu ./tests/scripts/task_rust.sh"
         }
       }
     }
diff --git a/docker/install/ubuntu_install_rust.sh b/docker/install/ubuntu_install_rust.sh
index 1d17b66164c97..836186e8ff963 100644
--- a/docker/install/ubuntu_install_rust.sh
+++ b/docker/install/ubuntu_install_rust.sh
@@ -4,6 +4,7 @@ curl -sSo rustup.sh 'https://sh.rustup.rs'
 # rustc nightly-2018-08-25 is the version supported by the above version of rust-sgx-sdk
 bash rustup.sh -y --no-modify-path --default-toolchain nightly-2018-08-25
 . $HOME/.cargo/env
+rustup toolchain add nightly
 rustup component add rust-src
-cargo install rustfmt-nightly --force
-cargo install xargo
+cargo +nightly install rustfmt-nightly --version 0.99.5 --force
+cargo +nightly install xargo
diff --git a/rust/.rustfmt.toml b/rust/.rustfmt.toml
index df9a65dacfaa0..dbf3347a32bd4 100644
--- a/rust/.rustfmt.toml
+++ b/rust/.rustfmt.toml
@@ -38,14 +38,14 @@ trailing_comma = "Vertical"
 match_block_trailing_comma = false
 blank_lines_upper_bound = 1
 blank_lines_lower_bound = 0
-edition = "Edition2015"
+edition = "2015"
 merge_derives = true
 use_try_shorthand = true
 use_field_init_shorthand = false
 force_explicit_abi = true
 condense_wildcard_suffixes = false
 color = "Auto"
-required_version = "0.99.4"
+required_version = "0.99.5"
 unstable_features = false
 disable_all_formatting = false
 skip_children = false
diff --git a/rust/src/runtime/array.rs b/rust/src/runtime/array.rs
index 79d22e400cff9..9d0941811758e 100644
--- a/rust/src/runtime/array.rs
+++ b/rust/src/runtime/array.rs
@@ -173,7 +173,8 @@ impl<'a> Tensor<'a> {
                 expected_stride * (*shape as usize),
               )
             },
-          ).0
+          )
+          .0
       }
     }
   }
diff --git a/rust/src/runtime/graph.rs b/rust/src/runtime/graph.rs
index 6c53aeb9f6e9e..08fbd59383804 100644
--- a/rust/src/runtime/graph.rs
+++ b/rust/src/runtime/graph.rs
@@ -56,11 +56,13 @@ impl Graph {
         .as_ref()
         .ok_or(ErrorKind::GraphFormatError(
           "Missing graph attrs".to_string(),
-        ))?.get(attr)
+        ))?
+        .get(attr)
         .ok_or(ErrorKind::GraphFormatError(format!(
           "Missing {} attr",
           attr
-        )))?.to_owned(),
+        )))?
+        .to_owned(),
     )?)
   }
 }
@@ -99,7 +101,8 @@ impl Node {
       .ok_or(format!(
         "Node `{}` is missing attrs.flatten_data",
         self.name
-      ))?.parse::<u8>()?
+      ))?
+      .parse::<u8>()?
       == 1;
     Ok(NodeAttrs {
       func_name,
@@ -189,7 +192,8 @@ impl<'m, 't> GraphExecutor<'m, 't> {
         } else {
           Err(ErrorKind::GraphFormatError(format!("Invalid dltype: {}", dltype).to_string()).into())
         }
-      }).collect::<Result<Vec<DataType>>>()?;
+      })
+      .collect::<Result<Vec<DataType>>>()?;
 
     let align = dtypes.iter().map(|dtype| dtype.bits as usize).max();
     let mut storage_num_bytes = vec![0usize; *storage_ids.iter().max().unwrap_or(&1) + 1];
@@ -216,7 +220,8 @@ impl<'m, 't> GraphExecutor<'m, 't> {
           strides: None,
           byte_offset: 0,
         }
-      }).collect();
+      })
+      .collect();
 
     Ok(tensors)
   }
@@ -261,7 +266,8 @@ impl<'m, 't> GraphExecutor<'m, 't> {
           } else {
             DLTensor::from(tensor)
           })
-        }).collect::<Result<Vec<DLTensor>>>()
+        })
+        .collect::<Result<Vec<DLTensor>>>()
         .unwrap();
       let op: Box<Fn()> = box move || {
         let args = dl_tensors
diff --git a/rust/src/runtime/threading.rs b/rust/src/runtime/threading.rs
index c0d6221c91b7a..693ebf7c4a335 100644
--- a/rust/src/runtime/threading.rs
+++ b/rust/src/runtime/threading.rs
@@ -58,7 +58,8 @@ impl Job {
         },
         cdata: self.cdata,
         pending: Arc::clone(&self.pending),
-      }).collect()
+      })
+      .collect()
   }
 
   /// Waits for all tasks in this `Job` to be completed.
@@ -110,7 +111,8 @@ impl<'a> Threads {
         let (p, c) = bounded_spsc_queue::make(2);
         let handle = thread::spawn(move || cb(c.into()));
         (handle, p)
-      }).unzip();
+      })
+      .unzip();
     Threads {
       handles: handles,
       queues: queues,
@@ -128,7 +130,8 @@ impl<'a> Threads {
         let (p, c) = bounded_spsc_queue::make(2);
         consumer_queues.push_back(c.into());
         p
-      }).collect();
+      })
+      .collect();
     ocall_packed!("__sgx_thread_group_launch__", num_threads as u64);
     Threads { queues: queues }
   }
diff --git a/rust/tests/test_graph_serde.rs b/rust/tests/test_graph_serde.rs
index a596544212ca2..b02c128897942 100644
--- a/rust/tests/test_graph_serde.rs
+++ b/rust/tests/test_graph_serde.rs
@@ -20,7 +20,8 @@ fn test_load_graph() {
 
   let graph = Graph::try_from(
     &fs::read_to_string(concat!(env!("CARGO_MANIFEST_DIR"), "/tests/graph.json")).unwrap(),
-  ).unwrap();
+  )
+  .unwrap();
 
   assert_eq!(graph.nodes[3].op, "tvm_op");
   assert_eq!(
diff --git a/tests/scripts/task_rust.sh b/tests/scripts/task_rust.sh
new file mode 100644
index 0000000000000..69a39b41f12b9
--- /dev/null
+++ b/tests/scripts/task_rust.sh
@@ -0,0 +1,22 @@
+#!/bin/bash
+export LD_LIBRARY_PATH=lib:${LD_LIBRARY_PATH}
+export PYTHONPATH=python:nnvm/python:topi/python
+
+set -e
+
+cd rust
+cargo fmt -- --check
+
+# run basic tests
+python3 tests/build_model.py
+cargo test --tests
+
+# run TVM module test
+cd tests/test_tvm_basic
+cargo run
+cd -
+
+# run NNVM graph test
+cd tests/test_nnvm
+cargo run
+cd -