diff --git a/src/compile.rs b/src/compile.rs
index 66d3081..26eca75 100644
--- a/src/compile.rs
+++ b/src/compile.rs
@@ -298,7 +298,15 @@ impl<O: OutputStream> Compiler<O> {
             SymbolScope::Global => bytecode::NameScope::Global,
             SymbolScope::Nonlocal => bytecode::NameScope::NonLocal,
             SymbolScope::Unknown => bytecode::NameScope::Free,
-            SymbolScope::Local => bytecode::NameScope::Free,
+            SymbolScope::Local => {
+                // Only in function block, we use load local
+                // https://github.com/python/cpython/blob/master/Python/compile.c#L3582
+                if self.ctx.in_func() {
+                    bytecode::NameScope::Local
+                } else {
+                    bytecode::NameScope::Free
+                }
+            }
         }
     }
 
diff --git a/src/symboltable.rs b/src/symboltable.rs
index e8b80f0..75a8c06 100644
--- a/src/symboltable.rs
+++ b/src/symboltable.rs
@@ -698,11 +698,11 @@ impl SymbolTableBuilder {
                 self.scan_expressions(vals, context)?;
             }
             Subscript { a, b } => {
-                self.scan_expression(a, context)?;
-                self.scan_expression(b, context)?;
+                self.scan_expression(a, &ExpressionContext::Load)?;
+                self.scan_expression(b, &ExpressionContext::Load)?;
             }
             Attribute { value, .. } => {
-                self.scan_expression(value, context)?;
+                self.scan_expression(value, &ExpressionContext::Load)?;
             }
             Dict { elements } => {
                 for (key, value) in elements {