my %test_hash = ('a1' =>{'abc' => 1.2,
                         'abd' => 2.3,
                         'acd' => 4.5}
                  'b1' =>{'xyz' => 2.2,
                          'xya' => 4.5,
                          'mng' => 10.3}
                 )