diff --git a/contrib/clojure-package/examples/imclassification/src/imclassification/train_mnist.clj b/contrib/clojure-package/examples/imclassification/src/imclassification/train_mnist.clj
index 017e19bc2c75..750329ff2351 100644
--- a/contrib/clojure-package/examples/imclassification/src/imclassification/train_mnist.clj
+++ b/contrib/clojure-package/examples/imclassification/src/imclassification/train_mnist.clj
@@ -75,43 +75,40 @@
     (do
       (println "Starting Training of MNIST ....")
       (println "Running with context devices of" devs)
-      (resource-scope/using
-       (let [_mod (m/module (get-symbol) {:contexts devs})]
-         (m/fit _mod {:train-data (mx-io/mnist-iter {:image (str data-dir "train-images-idx3-ubyte")
-                                                     :label (str data-dir "train-labels-idx1-ubyte")
-                                                     :label-name "softmax_label"
-                                                     :input-shape [784]
-                                                     :batch-size batch-size
-                                                     :shuffle true
-                                                     :flat true
-                                                     :silent false
-                                                     :seed 10
-                                                     :num-parts num-workers
-                                                     :part-index 0})
-                      :eval-data (mx-io/mnist-iter {:image (str data-dir "t10k-images-idx3-ubyte")
-                                                    :label (str data-dir "t10k-labels-idx1-ubyte")
+      (let [_mod (m/module (get-symbol) {:contexts devs})]
+        (m/fit _mod {:train-data (mx-io/mnist-iter {:image (str data-dir "train-images-idx3-ubyte")
+                                                    :label (str data-dir "train-labels-idx1-ubyte")
+                                                    :label-name "softmax_label"
                                                     :input-shape [784]
                                                     :batch-size batch-size
+                                                    :shuffle true
                                                     :flat true
                                                     :silent false
+                                                    :seed 10
                                                     :num-parts num-workers
                                                     :part-index 0})
-                      :num-epoch _num-epoch
-                      :fit-params (m/fit-params {:kvstore kvstore
-                                                 :optimizer optimizer
-                                                 :eval-metric eval-metric})})
-         (println "Finish fit")
-         _mod
-         ))
-      
-      ))))
+                     :eval-data (mx-io/mnist-iter {:image (str data-dir "t10k-images-idx3-ubyte")
+                                                   :label (str data-dir "t10k-labels-idx1-ubyte")
+                                                   :input-shape [784]
+                                                   :batch-size batch-size
+                                                   :flat true
+                                                   :silent false
+                                                   :num-parts num-workers
+                                                   :part-index 0})
+                     :num-epoch _num-epoch
+                     :fit-params (m/fit-params {:kvstore kvstore
+                                                :optimizer optimizer
+                                                :eval-metric eval-metric})})
+        (println "Finish fit")
+        _mod
+        )))))
 
 (defn -main [& args]
   (let [[dev dev-num] args
         devs (if (= dev ":gpu")
                (mapv #(context/gpu %) (range (Integer/parseInt (or dev-num "1"))))
                (mapv #(context/cpu %) (range (Integer/parseInt (or dev-num "1")))))]
-    (start devs)))
+    (resource-scope/using (start devs))))
 
 (comment
   (start [(context/cpu)]))