diff --git a/daemon/containerd/image_list.go b/daemon/containerd/image_list.go
index 600260a3fd6d3..b7fb926725a45 100644
--- a/daemon/containerd/image_list.go
+++ b/daemon/containerd/image_list.go
@@ -650,6 +650,11 @@ func computeSharedSize(chainIDs []digest.Digest, layers map[digest.Digest]int, s
 		}
 		size, err := sizeFn(chainID)
 		if err != nil {
+			// Several images might share the same layer and neither of them
+			// might be unpacked (for example if it's a non-host platform).
+			if cerrdefs.IsNotFound(err) {
+				continue
+			}
 			return 0, err
 		}
 		sharedSize += size