diff --git a/invoker/core/src/main/java/com/google/cloud/functions/invoker/runner/Invoker.java b/invoker/core/src/main/java/com/google/cloud/functions/invoker/runner/Invoker.java
index da5e72ec..25f9e36c 100644
--- a/invoker/core/src/main/java/com/google/cloud/functions/invoker/runner/Invoker.java
+++ b/invoker/core/src/main/java/com/google/cloud/functions/invoker/runner/Invoker.java
@@ -418,6 +418,9 @@ static URL[] classpathToUrls(String classpath) {
         urls.addAll(jarsIn(component.substring(0, component.length() - 2)));
       } else {
         Path path = Paths.get(component);
+        if(!Files.isRegularFile(path)) {
+          logger.log(Level.WARNING, "Classpath entry '" + path + "' does not exist");
+        }
         try {
           urls.add(path.toUri().toURL());
         } catch (MalformedURLException e) {