File size: 268,935 Bytes
7ec75e2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414
1415
1416
1417
1418
1419
1420
1421
1422
1423
1424
1425
1426
1427
1428
1429
1430
1431
1432
1433
1434
1435
1436
1437
1438
1439
1440
1441
1442
1443
1444
1445
1446
1447
1448
1449
1450
1451
1452
1453
1454
1455
1456
1457
1458
1459
1460
1461
1462
1463
1464
1465
1466
1467
1468
1469
1470
1471
1472
1473
1474
1475
1476
1477
1478
1479
1480
1481
1482
1483
1484
1485
1486
1487
1488
1489
1490
1491
1492
1493
1494
1495
1496
1497
1498
1499
1500
1501
1502
1503
1504
1505
1506
1507
1508
1509
1510
1511
1512
1513
1514
1515
1516
1517
1518
1519
1520
1521
1522
1523
1524
1525
1526
1527
1528
1529
1530
1531
1532
1533
1534
1535
1536
1537
1538
1539
1540
1541
1542
1543
1544
1545
1546
1547
1548
1549
1550
1551
1552
1553
1554
1555
1556
1557
1558
1559
1560
1561
1562
1563
1564
1565
1566
1567
1568
1569
1570
1571
1572
1573
1574
1575
1576
1577
1578
1579
1580
1581
1582
1583
1584
1585
1586
1587
1588
1589
1590
1591
1592
1593
1594
1595
1596
1597
1598
1599
1600
1601
1602
1603
1604
1605
1606
1607
1608
1609
1610
1611
1612
1613
1614
1615
1616
1617
1618
1619
1620
1621
1622
1623
1624
1625
1626
1627
1628
1629
1630
1631
1632
1633
1634
1635
1636
1637
1638
1639
1640
1641
1642
1643
1644
1645
1646
1647
1648
1649
1650
1651
1652
1653
1654
1655
1656
1657
1658
1659
1660
1661
1662
1663
1664
1665
1666
1667
1668
1669
1670
1671
1672
1673
1674
1675
1676
1677
1678
1679
1680
1681
1682
1683
1684
1685
1686
1687
1688
1689
1690
1691
1692
1693
1694
1695
1696
1697
1698
1699
1700
1701
1702
1703
1704
1705
1706
1707
1708
1709
1710
1711
1712
1713
1714
1715
1716
1717
1718
1719
1720
1721
1722
1723
1724
1725
1726
1727
1728
1729
1730
1731
1732
1733
1734
1735
1736
1737
1738
1739
1740
1741
1742
1743
1744
1745
1746
1747
1748
1749
1750
1751
1752
1753
1754
1755
1756
1757
1758
1759
1760
1761
1762
1763
1764
1765
1766
1767
1768
1769
1770
1771
1772
1773
1774
1775
1776
1777
1778
1779
1780
1781
1782
1783
1784
1785
1786
1787
1788
1789
1790
1791
1792
1793
1794
1795
1796
1797
1798
1799
1800
1801
1802
1803
1804
1805
1806
1807
1808
1809
1810
1811
1812
1813
1814
1815
1816
1817
1818
1819
1820
1821
1822
1823
1824
1825
1826
1827
1828
1829
1830
1831
1832
1833
1834
1835
1836
1837
1838
1839
1840
1841
1842
1843
1844
1845
1846
1847
1848
1849
1850
1851
1852
1853
1854
1855
1856
1857
1858
1859
1860
1861
1862
1863
1864
1865
1866
1867
1868
1869
1870
1871
1872
1873
1874
1875
1876
1877
1878
1879
1880
1881
1882
1883
1884
1885
1886
1887
1888
1889
1890
1891
1892
1893
1894
1895
1896
1897
1898
1899
1900
1901
1902
1903
1904
1905
1906
1907
1908
1909
1910
1911
1912
1913
1914
1915
1916
1917
1918
1919
1920
1921
1922
1923
1924
1925
1926
1927
1928
1929
1930
1931
1932
1933
1934
1935
1936
1937
1938
1939
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
1962
1963
1964
1965
1966
1967
1968
1969
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
2025
2026
2027
2028
2029
2030
2031
2032
2033
2034
2035
2036
2037
2038
2039
2040
2041
2042
2043
2044
2045
2046
2047
2048
2049
2050
2051
2052
2053
2054
2055
2056
2057
2058
2059
2060
2061
2062
2063
2064
2065
2066
2067
2068
2069
2070
2071
2072
2073
2074
2075
2076
2077
2078
2079
2080
2081
2082
2083
2084
2085
2086
2087
2088
2089
2090
2091
2092
2093
2094
2095
2096
2097
2098
2099
2100
2101
2102
2103
2104
2105
2106
2107
2108
2109
2110
2111
2112
2113
2114
2115
2116
2117
2118
2119
2120
2121
2122
2123
2124
2125
2126
2127
2128
2129
2130
2131
2132
2133
2134
2135
2136
2137
2138
2139
2140
2141
2142
2143
2144
2145
2146
2147
2148
2149
2150
2151
2152
2153
2154
2155
2156
2157
2158
2159
2160
2161
2162
2163
2164
2165
2166
2167
2168
2169
2170
2171
2172
2173
2174
2175
2176
2177
2178
2179
2180
2181
2182
2183
2184
2185
2186
2187
2188
2189
2190
2191
2192
2193
2194
2195
2196
2197
2198
2199
2200
2201
2202
2203
2204
2205
2206
2207
2208
2209
2210
2211
2212
2213
2214
2215
2216
2217
2218
2219
2220
2221
2222
2223
2224
2225
2226
2227
2228
2229
2230
2231
2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
2256
2257
2258
2259
2260
2261
2262
2263
2264
2265
2266
2267
2268
2269
2270
2271
2272
2273
2274
2275
2276
2277
2278
2279
2280
2281
2282
2283
2284
2285
2286
2287
2288
2289
2290
2291
2292
2293
2294
2295
2296
2297
2298
2299
2300
2301
2302
2303
2304
2305
2306
2307
2308
2309
2310
2311
2312
2313
2314
2315
2316
2317
2318
2319
2320
2321
2322
2323
2324
2325
2326
2327
2328
2329
2330
2331
2332
2333
2334
2335
2336
2337
2338
2339
2340
2341
2342
2343
2344
2345
2346
2347
2348
2349
2350
2351
2352
2353
2354
2355
2356
2357
2358
2359
2360
2361
2362
2363
2364
2365
2366
2367
2368
2369
2370
2371
2372
2373
2374
2375
2376
2377
2378
2379
2380
2381
2382
2383
2384
2385
2386
2387
2388
2389
2390
2391
2392
2393
2394
2395
2396
2397
2398
2399
2400
2401
2402
2403
2404
2405
2406
2407
2408
2409
2410
2411
2412
2413
2414
2415
2416
2417
2418
2419
2420
2421
2422
2423
2424
2425
2426
2427
2428
2429
2430
2431
2432
2433
2434
2435
2436
2437
2438
2439
2440
2441
2442
2443
2444
2445
2446
2447
2448
2449
2450
2451
2452
2453
2454
2455
2456
2457
2458
2459
2460
2461
2462
2463
2464
2465
2466
2467
2468
2469
2470
2471
2472
2473
2474
2475
2476
2477
2478
2479
2480
2481
2482
2483
2484
2485
2486
2487
2488
2489
2490
2491
2492
2493
2494
2495
2496
2497
2498
2499
2500
2501
2502
2503
2504
2505
2506
2507
2508
2509
2510
2511
2512
2513
2514
2515
2516
2517
2518
2519
2520
2521
2522
2523
2524
2525
2526
2527
2528
2529
2530
2531
2532
2533
2534
2535
2536
2537
2538
2539
2540
2541
2542
2543
2544
2545
2546
2547
2548
2549
2550
2551
2552
2553
2554
2555
2556
2557
2558
2559
2560
2561
2562
2563
2564
2565
2566
2567
2568
2569
2570
2571
2572
2573
2574
2575
2576
2577
2578
2579
2580
2581
2582
2583
2584
2585
2586
2587
2588
2589
2590
2591
2592
2593
2594
2595
2596
2597
2598
2599
2600
2601
2602
2603
2604
2605
2606
2607
2608
2609
2610
2611
2612
2613
2614
2615
2616
2617
2618
2619
2620
2621
2622
2623
2624
2625
2626
2627
2628
2629
2630
2631
2632
2633
2634
2635
2636
2637
2638
2639
2640
2641
2642
2643
2644
2645
2646
2647
2648
2649
2650
2651
2652
2653
2654
2655
2656
2657
2658
2659
2660
2661
2662
2663
2664
2665
2666
2667
2668
2669
2670
2671
2672
2673
2674
2675
2676
2677
2678
2679
2680
2681
2682
2683
2684
2685
2686
2687
2688
2689
2690
2691
2692
2693
2694
2695
2696
2697
2698
2699
2700
2701
2702
2703
2704
2705
2706
2707
2708
2709
2710
2711
2712
2713
2714
2715
2716
2717
2718
2719
2720
2721
2722
2723
2724
2725
2726
2727
2728
2729
2730
2731
2732
2733
2734
2735
2736
2737
2738
2739
2740
2741
2742
2743
2744
2745
2746
2747
2748
2749
2750
2751
2752
2753
2754
2755
2756
2757
2758
2759
2760
2761
2762
2763
2764
2765
2766
2767
2768
2769
2770
2771
2772
2773
2774
2775
2776
2777
2778
2779
2780
2781
2782
2783
2784
2785
2786
2787
2788
2789
2790
2791
2792
2793
2794
2795
2796
2797
2798
2799
2800
2801
2802
2803
2804
2805
2806
2807
2808
2809
2810
2811
2812
2813
2814
2815
2816
2817
2818
2819
2820
2821
2822
2823
2824
2825
2826
2827
2828
2829
2830
2831
2832
2833
2834
2835
2836
2837
2838
2839
2840
2841
2842
2843
2844
2845
2846
2847
2848
2849
2850
2851
2852
2853
2854
2855
2856
2857
2858
2859
2860
2861
2862
2863
2864
2865
2866
2867
2868
2869
2870
2871
2872
2873
2874
2875
2876
2877
2878
2879
2880
2881
2882
2883
2884
2885
2886
2887
2888
2889
2890
2891
2892
2893
2894
2895
2896
2897
2898
2899
2900
2901
2902
2903
2904
2905
2906
2907
2908
2909
2910
2911
2912
2913
2914
2915
2916
2917
2918
2919
2920
2921
2922
2923
2924
2925
2926
2927
2928
2929
2930
2931
2932
2933
2934
2935
2936
2937
2938
2939
2940
2941
2942
2943
2944
2945
2946
2947
2948
2949
2950
2951
2952
2953
2954
2955
2956
2957
2958
2959
2960
2961
2962
2963
2964
2965
2966
2967
2968
2969
2970
2971
2972
2973
2974
2975
2976
2977
2978
2979
2980
2981
2982
2983
2984
2985
2986
2987
2988
2989
2990
2991
2992
2993
2994
2995
2996
2997
2998
2999
3000
3001
3002
3003
3004
3005
3006
3007
3008
3009
3010
3011
3012
3013
3014
3015
3016
3017
3018
3019
3020
3021
3022
3023
3024
3025
3026
3027
3028
3029
3030
3031
3032
3033
3034
3035
3036
3037
3038
3039
3040
3041
3042
3043
3044
3045
3046
3047
3048
3049
3050
3051
3052
3053
3054
3055
3056
3057
3058
3059
3060
3061
3062
3063
3064
3065
3066
3067
3068
3069
3070
3071
3072
3073
3074
3075
3076
3077
3078
3079
3080
3081
3082
3083
3084
3085
3086
3087
3088
3089
3090
3091
3092
3093
3094
3095
3096
3097
3098
3099
3100
3101
3102
3103
3104
3105
3106
3107
3108
3109
3110
3111
3112
3113
3114
3115
3116
3117
3118
3119
3120
3121
3122
3123
3124
3125
3126
3127
3128
3129
3130
3131
3132
3133
3134
3135
3136
3137
3138
3139
3140
3141
3142
3143
3144
3145
3146
3147
3148
3149
3150
3151
3152
3153
3154
3155
3156
3157
3158
3159
3160
3161
3162
3163
3164
3165
3166
3167
3168
3169
3170
3171
3172
3173
3174
3175
3176
3177
3178
3179
3180
3181
3182
3183
3184
3185
3186
3187
3188
3189
3190
3191
3192
3193
3194
3195
3196
3197
3198
3199
3200
3201
3202
3203
3204
3205
3206
3207
3208
3209
3210
3211
3212
3213
3214
3215
3216
3217
3218
3219
3220
3221
3222
3223
3224
3225
3226
3227
3228
3229
3230
3231
3232
3233
3234
3235
3236
3237
3238
3239
3240
3241
3242
3243
3244
3245
3246
3247
3248
3249
3250
3251
3252
3253
3254
3255
3256
3257
3258
3259
3260
3261
3262
3263
3264
3265
3266
3267
3268
3269
3270
3271
3272
3273
3274
3275
3276
3277
3278
3279
3280
3281
3282
3283
3284
3285
3286
3287
3288
3289
3290
3291
3292
3293
3294
3295
3296
3297
3298
3299
3300
3301
3302
3303
3304
3305
3306
3307
3308
3309
3310
3311
3312
3313
3314
3315
3316
3317
3318
3319
3320
3321
3322
3323
3324
3325
3326
3327
3328
3329
3330
3331
3332
3333
3334
3335
3336
3337
3338
3339
3340
3341
3342
3343
3344
3345
3346
3347
3348
3349
3350
3351
3352
3353
3354
3355
3356
3357
3358
3359
3360
3361
3362
3363
3364
3365
3366
3367
3368
3369
3370
3371
3372
3373
3374
3375
3376
3377
3378
3379
3380
3381
3382
3383
3384
3385
3386
3387
3388
3389
3390
3391
3392
3393
3394
3395
3396
3397
3398
3399
3400
3401
3402
3403
3404
3405
3406
3407
3408
3409
3410
3411
3412
3413
3414
3415
3416
3417
3418
3419
3420
3421
3422
3423
3424
3425
3426
3427
3428
3429
3430
3431
3432
3433
3434
3435
3436
3437
3438
3439
3440
3441
3442
3443
3444
3445
3446
3447
3448
3449
3450
3451
3452
3453
3454
3455
3456
3457
3458
3459
3460
3461
3462
3463
3464
3465
3466
3467
3468
3469
3470
3471
3472
3473
3474
3475
3476
3477
3478
3479
3480
3481
3482
3483
3484
3485
3486
3487
3488
3489
3490
3491
3492
3493
3494
3495
3496
3497
3498
3499
3500
3501
3502
3503
3504
3505
3506
3507
3508
3509
3510
3511
3512
3513
3514
3515
3516
3517
3518
3519
3520
3521
3522
3523
3524
3525
3526
3527
3528
3529
3530
3531
3532
3533
3534
3535
3536
3537
3538
3539
3540
3541
3542
3543
3544
3545
3546
3547
3548
3549
3550
3551
3552
3553
3554
3555
3556
3557
3558
3559
3560
3561
3562
3563
3564
3565
3566
3567
3568
3569
3570
3571
3572
3573
3574
3575
3576
3577
3578
3579
3580
3581
3582
3583
3584
3585
3586
3587
3588
3589
3590
3591
3592
3593
3594
3595
3596
3597
3598
3599
3600
3601
3602
3603
3604
3605
3606
3607
3608
3609
3610
3611
3612
3613
3614
3615
3616
3617
3618
3619
3620
3621
3622
3623
3624
3625
3626
3627
3628
3629
3630
3631
3632
3633
3634
3635
3636
3637
3638
3639
3640
3641
3642
3643
3644
3645
3646
3647
3648
3649
3650
3651
3652
3653
3654
3655
3656
3657
3658
3659
3660
3661
3662
3663
3664
3665
3666
3667
3668
3669
3670
3671
3672
3673
3674
3675
3676
3677
3678
3679
3680
3681
3682
3683
3684
3685
3686
3687
3688
3689
3690
3691
3692
3693
3694
3695
3696
3697
3698
3699
3700
3701
3702
3703
3704
3705
3706
3707
3708
3709
3710
3711
3712
3713
3714
3715
3716
3717
3718
3719
3720
3721
3722
3723
3724
3725
3726
3727
3728
3729
3730
3731
3732
3733
3734
3735
3736
3737
3738
3739
3740
3741
3742
3743
3744
3745
3746
3747
3748
3749
3750
3751
3752
3753
3754
3755
3756
3757
3758
3759
3760
3761
3762
3763
3764
3765
3766
3767
3768
3769
3770
3771
3772
3773
3774
3775
3776
3777
3778
3779
3780
3781
3782
3783
3784
3785
3786
3787
3788
3789
3790
3791
3792
3793
3794
3795
3796
3797
3798
3799
3800
3801
3802
3803
3804
3805
3806
3807
3808
3809
3810
3811
3812
3813
3814
3815
3816
3817
3818
3819
3820
3821
3822
3823
3824
3825
3826
3827
3828
3829
3830
3831
3832
3833
3834
3835
3836
3837
3838
3839
3840
3841
3842
3843
3844
3845
3846
3847
3848
3849
3850
3851
3852
3853
3854
3855
3856
3857
3858
3859
3860
3861
3862
3863
3864
3865
3866
3867
3868
3869
3870
3871
3872
3873
3874
3875
3876
3877
3878
3879
3880
3881
3882
3883
3884
3885
3886
3887
3888
3889
3890
3891
3892
3893
3894
3895
3896
3897
3898
3899
3900
3901
3902
3903
3904
3905
3906
3907
3908
3909
3910
3911
3912
3913
3914
3915
3916
3917
3918
3919
3920
3921
3922
3923
3924
3925
3926
3927
3928
3929
3930
3931
3932
3933
3934
3935
3936
3937
3938
3939
3940
3941
3942
3943
3944
3945
3946
3947
3948
3949
3950
3951
3952
3953
3954
3955
3956
3957
3958
3959
3960
3961
3962
3963
3964
3965
3966
3967
3968
3969
3970
3971
3972
3973
3974
3975
3976
3977
3978
3979
3980
3981
3982
3983
3984
3985
3986
3987
3988
3989
3990
3991
3992
3993
3994
3995
3996
3997
3998
3999
4000
4001
4002
4003
4004
4005
4006
4007
4008
4009
4010
4011
4012
4013
4014
4015
4016
4017
4018
4019
4020
4021
4022
4023
4024
4025
4026
4027
4028
4029
4030
4031
4032
4033
4034
4035
4036
4037
4038
4039
4040
4041
4042
4043
4044
4045
4046
4047
4048
4049
4050
4051
4052
4053
4054
4055
4056
4057
4058
4059
4060
4061
4062
4063
4064
4065
4066
4067
4068
4069
4070
4071
4072
4073
4074
4075
4076
4077
4078
4079
4080
4081
4082
4083
4084
4085
4086
4087
4088
4089
4090
4091
4092
4093
4094
4095
4096
4097
4098
4099
4100
4101
4102
4103
4104
4105
4106
4107
4108
4109
4110
4111
4112
4113
4114
4115
4116
4117
4118
4119
4120
4121
4122
4123
4124
4125
4126
4127
4128
4129
4130
4131
4132
4133
4134
4135
4136
4137
4138
4139
4140
4141
4142
4143
4144
4145
4146
4147
4148
4149
4150
4151
4152
4153
4154
4155
4156
4157
4158
4159
4160
4161
4162
4163
4164
4165
4166
4167
4168
4169
4170
4171
4172
4173
4174
4175
4176
4177
4178
4179
4180
4181
4182
4183
4184
4185
4186
4187
4188
4189
4190
4191
4192
4193
4194
4195
4196
4197
4198
4199
4200
4201
4202
4203
4204
4205
4206
4207
4208
4209
4210
4211
4212
4213
4214
4215
4216
4217
4218
4219
4220
4221
4222
4223
4224
4225
4226
4227
4228
4229
4230
4231
4232
4233
4234
4235
4236
4237
4238
4239
4240
4241
4242
4243
4244
4245
4246
4247
4248
4249
4250
4251
4252
4253
4254
4255
4256
4257
4258
4259
4260
4261
4262
4263
4264
4265
4266
4267
4268
4269
4270
4271
4272
4273
4274
4275
4276
4277
4278
4279
4280
4281
4282
4283
4284
4285
4286
4287
4288
4289
4290
4291
4292
4293
4294
4295
4296
4297
4298
4299
4300
4301
4302
4303
4304
4305
4306
4307
4308
4309
4310
4311
4312
4313
4314
4315
4316
4317
4318
4319
4320
4321
4322
4323
4324
4325
4326
4327
4328
4329
4330
4331
4332
4333
4334
4335
4336
4337
4338
4339
4340
4341
4342
4343
4344
4345
4346
4347
4348
4349
4350
4351
4352
4353
4354
4355
4356
4357
4358
4359
4360
4361
4362
4363
4364
4365
4366
4367
4368
4369
4370
4371
4372
4373
4374
4375
4376
4377
4378
4379
4380
4381
4382
4383
4384
{
  "CO2007-syllabus-info-0000": {
    "id": "CO2007-syllabus-info-0000",
    "text": "Course: Computer Architecture (ID: CO2007)\nCredits: 4\nSemester: 20221",
    "metadata": {
      "doc_type": "syllabus",
      "course_id": "CO2007",
      "source_file": "/mnt/d/Project_and_Assignment/AI_project/data_cvt/CO2007_Computer_Architecture/Syllabus/slide_001.png",
      "page_index": 0,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-12T20:07:04+07:00"
    }
  },
  "CO2007-syllabus-assessments-0000": {
    "id": "CO2007-syllabus-assessments-0000",
    "text": "Lectures: 45 hours. Evaluation: Midterm Exam (20%), Final Exam (40%),\nTutorial: Weight: 10%.\nLabs/Practices: 20 hours. Weight: 10%.\nProjects: 15 hours. Weight: 30%.\nSelf-study: 125 hours.\nOthers:",
    "metadata": {
      "doc_type": "syllabus",
      "course_id": "CO2007",
      "source_file": "/mnt/d/Project_and_Assignment/AI_project/data_cvt/CO2007_Computer_Architecture/Syllabus/slide_001.png",
      "page_index": 0,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-12T20:07:04+07:00"
    }
  },
  "CO2007-syllabus-raw-0000": {
    "id": "CO2007-syllabus-raw-0000",
    "text": "HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY BK TP.HCM TRUONG DAI HQC BACH KHOA - DHQG-HCM Dai Hoc Qu6c Gia TP.HCM Vietnam National University - HCMC Truo'ng Dai Hoc Bach Khoa Ho Chi Minh City University of Technology Khoa Khoa hoc va Ky thuat Mäy tinh Faculty of Computer Science and Engineering DE CUONG HOC PHAN Course Syllabus 1. Thong tin vé hoc phan (Course information) 1.1. Thong tin tong quan (General information) - Tén hoc phan: Kién trüc may tinh Course title: Computer Architecture  Ma hoc phan (Course ID): CO2007 - S6 tin chi (Credits): 4 (ETCS: 8 ) - Hoc ky äp dung (Applied from semester): 20221  To chúc hoc phan (Course format) : Hinh thüc hoc tap Só tiét/gi  S6 tin chi Ghi chü (Teaching/study type) (Hours) (Credits) (Notes) Ly thuyét (LT) 45 (Lectures) Thao luan (ThL/Thuc hanh tai l6p (TH) O (Tutorial) Thi nghiem (TNg)/Thuc tap xuöng (TT) 20 Labs/Practices Bai tap l6n (BTL)/D6 án (DA) 15 (Projects) Tu hoc (Self-study) 125 Khäc (Others) O Tong cöng (Total) 172.5 4  Ty lé dänh giä va hinh thúc kiém tra/thi (Evaluation form & ratio) Hinh thúc danh gia Ty le Hinh thüc Thoi gian (Evaluation type) (Ratio) (Format) (Duration) Thäo luan (ThL)/Thuc hanh tai lóp (TH) (Tutorial) Thi nghiém 10% Labs/Practices) Bai tap l6n (BTL)/D6 än (DA) 30% (Projects) Kiém tra 20% Trac nghiém 60 phút (minutes) (Midterm Exam) (Multiple choice (MCQ) Thi 40% Trac nghiém 90 phút (minutes)",
    "metadata": {
      "doc_type": "syllabus",
      "course_id": "CO2007",
      "source_file": "/mnt/d/Project_and_Assignment/AI_project/data_cvt/CO2007_Computer_Architecture/Syllabus/slide_001.png",
      "page_index": 0,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-12T20:07:04+07:00"
    }
  },
  "CO2007-syllabus-raw-0001": {
    "id": "CO2007-syllabus-raw-0001",
    "text": "Projects) Kiém tra 20% Trac nghiém 60 phút (minutes) (Midterm Exam) (Multiple choice (MCQ) Thi 40% Trac nghiém 90 phút (minutes) (Final Exam) (Multiple choice (MCQ)) Tong cong 100% (Total)",
    "metadata": {
      "doc_type": "syllabus",
      "course_id": "CO2007",
      "source_file": "/mnt/d/Project_and_Assignment/AI_project/data_cvt/CO2007_Computer_Architecture/Syllabus/slide_001.png",
      "page_index": 0,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-12T20:07:04+07:00"
    }
  },
  "-syllabus-info-0000": {
    "id": "-syllabus-info-0000",
    "text": "Course: Computer_Architecture (ID: )",
    "metadata": {
      "doc_type": "syllabus",
      "course_id": "",
      "source_file": "/mnt/d/Project_and_Assignment/AI_project/data_cvt/CO2007_Computer_Architecture/Syllabus/slide_007.png",
      "page_index": 6,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-12T20:08:00+07:00"
    }
  },
  "-syllabus-raw-0000": {
    "id": "-syllabus-raw-0000",
    "text": "Stu: Nghe giang va lam bai tap (Listen to lectures and do exercises 7. Yeu cau khäc vé hoc phan (Other course requirements and expectations) 8. Bién soan va cap nhat dé cuong (Editing information) - Dé cuong dugc bién soan vao nam hoc hoc ky (Syllabus edited in year-semester): 20221 - Dé cuong duoc chinh sura lan thú (Editing version) : DCMH.CO2007.8.1 - Nöi dung duoc chinh sua, cap nhat, thay dói ö lan gan nhat (The latest editing content): -- -- Tp.H6 Chi Minh, ngay 3 thang 9 nam 2022 HCM City, September 3 2022 TRUONG KHOA CHU NHIEM BO MON CB PHU TRACH LAP DE CUONG (Dean) Head of Department) (Lecturer in-charge) 268 Ly Thuong Ki&t, Phuong 14,Quan 10,TP.HCM 268 Ly Thuong Kiet St., Ward 14, Dist. 10, Ho Chi Minh City, Vietnam Dien thoai: 028 3864 7256 Phone: 028 3864 7256 www.hcmut.edu.vn www.hcmut.edu.vn",
    "metadata": {
      "doc_type": "syllabus",
      "course_id": "",
      "source_file": "/mnt/d/Project_and_Assignment/AI_project/data_cvt/CO2007_Computer_Architecture/Syllabus/slide_007.png",
      "page_index": 6,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-12T20:08:00+07:00"
    }
  },
  "-syllabus-raw-0001": {
    "id": "-syllabus-raw-0001",
    "text": "chüc nang cap khäi niém  Lec: Thuyét giang va giao bai tap 4.2. Lo trinh cac cong doan thuc hién lénh (Lectures and assignments) 4.3. Tin hiéu diéu khién  Stu: Nghe giang va lam bai tap 4.4. L trinh dü lieu theo co ché don chu ky Listen to lectures and do exercises) 4.5. L trinh d liéu theo co ché óng (da chu ky). L.0.3.2 [ A.0.1 , A.0.2 , A.0.3 ] 4.6. Nhung yan dé xäy ra va cäch giai quyét khi thuc hién  Lec: Thuyét giang va giao bai tap theo co ché ng (Lectures and assignments) 4.7. Ngoai lé va cac van dé can giai quyét Stu: Nghe giang va lam bai tap Listen to lectures and do exercises) (Chapter 4. Processor: Data Path - Control L.0.3.3 [ A.0.1 , A.0.2 , A.0.3 ] 4.1. Concept-level functional execution block  Lec: Thuyét giang va giao bai tap 4.2. The route of the order execution stages (Lectures and assignments) 4.3. Control signal  Stu: Nghe giäng va lam bai tap 4.4. Single-cycle data route (Listen to lectures and do exercises) 4.5. Pipeline (multi-cycle) data route 4.6. Problems and solutions when implementing the pipe mechanism 4.7. Exceptions and issues to be resolved) 13-14 Chuong 5. Bo nh6 L.0.4.2 [A.0.1  A.0.3 ] 5.1. Cäu trúc phan tang va su cän thiét phan tang  Lec: Thuyét giang va giao bai tap 5.2. Nguyén tac cuc bo (Lectures and assignments) 5.3. Tó chúc va co ché hoat dong cache o Stu: Ng",
    "metadata": {
      "doc_type": "syllabus",
      "course_id": "",
      "source_file": "/mnt/d/Project_and_Assignment/AI_project/data_cvt/CO2007_Computer_Architecture/Syllabus/slide_006.png",
      "page_index": 5,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-12T20:07:55+07:00"
    }
  },
  "-syllabus-raw-0002": {
    "id": "-syllabus-raw-0002",
    "text": "ét giang va giao bai tap 5.2. Nguyén tac cuc bo (Lectures and assignments) 5.3. Tó chúc va co ché hoat dong cache o Stu: Nghe giang va lam bai tap 5.4. Cai thién hiéu suat cache Listen to lectures and do exercises 5.5. Bo nh6 ao: cac thuat ngu L.0.4.1 [A.0.1 , A.0.3 ] 5.6. Tó chúc va quan ly b nhó ao o Lec: Thuyét giang va giao bai tap 5.7. Tói uu b nh6 ao (Lectures and assignments)  Stu: Nghe giang va lam bai tap (Listen to lectures and do exercises) (Chapter 5. Memory L.0.4.3 [A.0.1 , A.0.3 ] 5.1. Hierarchical structure and the need for stratification o Lec: Thuyét giang va giao bai tap 5.2. Local principles (Lectures and assignments) 5.3. Cache organization and mechanism  Stu: Nghe giäng va lam bai tap 5.4. Improved cache performance Listen to lectures and do exercises) 5.5. Virtual memory: terms 5.6. Organize and manage virtual memory 5.7. Optimize virtual memory) 15 Chuong 6. Xü ly song song  L.0.3.3 [A.0.1 , A.0.3 ] 4.1. Gi6i thiéu  Lec: Thuyét giang va giao bai tap 4.2. Cac kién trúc tinh toanh song song (Lectures and assignments) o Stu: Nghe giang va lam bai tap Listen to lectures and do exercises (Chapter 6. Parallel Processing L.0.3.2 [A.0.1 , A.0.3 ] 4.1. Introduce o Lec: Thuyét giang va giao bai tap 4.2. Parallel computing architectures (Lectures and assignments)  Stu: Nghe giäng va lam bai tap (Listen to lectures and do exercises)",
    "metadata": {
      "doc_type": "syllabus",
      "course_id": "",
      "source_file": "/mnt/d/Project_and_Assignment/AI_project/data_cvt/CO2007_Computer_Architecture/Syllabus/slide_006.png",
      "page_index": 5,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-12T20:07:55+07:00"
    }
  },
  "-syllabus-raw-0003": {
    "id": "-syllabus-raw-0003",
    "text": "Lec: Thuyét giang va giao bai tap 4.2. Parallel computing architectures (Lectures and assignments)  Stu: Nghe giäng va lam bai tap (Listen to lectures and do exercises) L.0.3.1 [A.0.1 , A.0.3 ]  Lec: Thuyét giang va giao bai tap (Lectures and assignments)",
    "metadata": {
      "doc_type": "syllabus",
      "course_id": "",
      "source_file": "/mnt/d/Project_and_Assignment/AI_project/data_cvt/CO2007_Computer_Architecture/Syllabus/slide_006.png",
      "page_index": 5,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-12T20:07:55+07:00"
    }
  },
  "CO2007-chapter-0-slide-000-0000": {
    "id": "CO2007-chapter-0-slide-000-0000",
    "text": "COMPUTER R ARCHITECTURE Introduction BK Computer Engineering - CSE - HCMUT 1 TP.HCM",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_0/slide_001.png",
      "page_index": 0,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:25:53+07:00"
    }
  },
  "CO2007-chapter-0-slide-001-0000": {
    "id": "CO2007-chapter-0-slide-001-0000",
    "text": "Administrative issues Instructor: - Assoc. Prof. Dr. Cuong Pham-Quoc (in Vietnamese Pham Quöc Cung)  Computer Engineering Department, Faculty of Computer Science and Engineering, HCMUT Email: cuongpham@hcmut.edu.vn Homepage: www.cse.hcmut.edu.vn/cuongpham BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 2",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_0/slide_002.png",
      "page_index": 1,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:25:56+07:00"
    }
  },
  "CO2007-chapter-0-slide-002-0000": {
    "id": "CO2007-chapter-0-slide-002-0000",
    "text": "Computer Q: What is a Computer? - A: \"an electronic machine that is used for storing, organizing, and finding words, numbers, and pictures, for doing calculations, and for controlling other machines\" - Cambridge dictionary  A: \"a general-purpose device that can be programmed to carry out a set of arithmetic or logical operations automatically\" - Wikipedia Abacus BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 3",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_0/slide_003.png",
      "page_index": 2,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:25:58+07:00"
    }
  },
  "CO2007-chapter-0-slide-003-0000": {
    "id": "CO2007-chapter-0-slide-003-0000",
    "text": "Computer architecture Q: What is Computer Architecture?  A: \"the science and art of selecting and interconnecting hardware components to create computers that meet functional, performance and cost goals\" - WWW Computer Architecture Page jump target branch target result bus fetch decode execute writeback branch PC logic op2 alu regfile op1 fw2 w_m decode logic fw1 w_e pmem dmem bop addr addr din dout dout ext addrWext dout ext din BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 4",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_0/slide_004.png",
      "page_index": 3,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:03+07:00"
    }
  },
  "CO2007-chapter-0-slide-004-0000": {
    "id": "CO2007-chapter-0-slide-004-0000",
    "text": "The course Elementary course for both Computer Engineering and Computer Science programs Contents: - Performance evaluation Instruction set architecture Computer arithmetic Data-path and control signals Memory & l/O system Multicores, Multiprocessors, and Clusters BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 5",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_0/slide_005.png",
      "page_index": 4,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:05+07:00"
    }
  },
  "CO2007-chapter-0-slide-005-0000": {
    "id": "CO2007-chapter-0-slide-005-0000",
    "text": "Outcomes Outcomes:  Understand the structure, organization of a computer system: the main components and the basic principles of its operations  Write and optimize small programs and fragments of codes to demonstrate an understanding of machine leve operation BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 6",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_0/slide_006.png",
      "page_index": 5,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:07+07:00"
    }
  },
  "CO2007-chapter-0-slide-006-0000": {
    "id": "CO2007-chapter-0-slide-006-0000",
    "text": "Learning materials Slides/handouts BKEL DAIHOC QUOCGIA TP HO CHI MINH TRUONGDAIHOCBACHKHOA www.cse.hcmut.edu.vn/cuongpham Textbooks Cepyighted Materia KIENTRUC COMPUTER ORGANIZATION MAY TiNH swap: multi $2, $5,4 AND DESIGN add$2,$4,$2 lw $15, 0$2) lw $16, 4$2) SW $16, 0$2) SW $15, 4($2) THE HARDWARE/SOFTWARE INTERFACE jr $31 5 bit 32bit acv  ngun 1 Lenh Du lieu 1 Toar FIFTHEDTIO DAVIDA PATTERSON 5 bit hang 1 zero Ghbonho # nguon 2 JOHN LHENNESSY 32 bit 5 bit ALU 32. Dir 32 bi # dich Ke Dia chi lieu 32 bit De lieu2 qua 32bit Da DE li@u ghi ang B nhó Tap thanhghi vao dulieu Ghi thanh gh Doc ba nho PHAM Quóc Cuöng M< NHA XUAT BAN DAI HOC QUOC GIA TP HO CHi MINH Copyright BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 7",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_0/slide_007.png",
      "page_index": 6,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:14+07:00"
    }
  },
  "CO2007-chapter-0-slide-007-0000": {
    "id": "CO2007-chapter-0-slide-007-0000",
    "text": "Assessment Assignment: 30% Labs: 10% (mandatory) Mid-term: 20% - multiple choices/writing, with 1 A4 piece of paper note Final exam: 40% - multiple choices/writing, with 2 A4 piece of paper note BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 8",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_0/slide_008.png",
      "page_index": 7,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:16+07:00"
    }
  },
  "CO2007-chapter-0-slide-008-0000": {
    "id": "CO2007-chapter-0-slide-008-0000",
    "text": "In-class regulations C 1o handout #202334458 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 9",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_0/slide_009.png",
      "page_index": 8,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:18+07:00"
    }
  },
  "CO2007-chapter-1-slide-009-0000": {
    "id": "CO2007-chapter-1-slide-009-0000",
    "text": "COMPUTER ARCHITECTURE Chapter 1: Technology & Performance evaluation BK Computer Engineering - CSE - HCMUT TP.HCM",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_001.png",
      "page_index": 9,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:21+07:00"
    }
  },
  "CO2007-chapter-1-slide-010-0000": {
    "id": "CO2007-chapter-1-slide-010-0000",
    "text": "TECHNOLOGY REVIEW BK TP.HCM 2",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_002.png",
      "page_index": 10,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:22+07:00"
    }
  },
  "CO2007-chapter-1-slide-011-0000": {
    "id": "CO2007-chapter-1-slide-011-0000",
    "text": "The computer revolution The third revolution along with agriculture and industry Progress in computer technology  Underpinned by Moore's Law Makes novel applications feasible  Computers in automobiles - Cell phones - Human genome project - World Wide Web  Search Engines ABACUS Computers are pervasive BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 3",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_003.png",
      "page_index": 11,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:25+07:00"
    }
  },
  "CO2007-chapter-1-slide-012-0000": {
    "id": "CO2007-chapter-1-slide-012-0000",
    "text": "The Moore's Law 50,000,000,000 72-core Xeon Phi Centriq 2400 GC2IPU SPARC M7 32-core AMD Epyc IBM z13 Storage Controller. Apple A12X Bionic 10,000,000,000 18-core Xeon Haswell-E5 + Tegra Xavier SoC Qualcomm Snapdragon 8cx/SCX8180 Xbox One main SoC 5,000,000,000 HiSilicon Kirin 980+Apple A12 Bionic 12-core POWER8 HiSilicon Kirin 710 8-coreXeon Nehalem-EX 10-core Core i7 BroadwellE Six-coreXeon 7400 QualcommSnapdragon 835 Dual-core Itanium 2 Dual-core+GPU Iris Core i7 Broadwell-U Quad-core + GPU GT2 Core i7 Skylake K 1,000,000,000 Pentium D Presler POWER6 Quad-core+ GPU Core i7 Haswell Itanium 2with Apple A7 (dual-core ARM64\"mobile SoC\" 500,000,000 9MB cache Core i7 (Quad) Itanium2Madison 6M AMD K10 quad-core 2M L3 Core 2 Duo'Wolfdale Pentium D Smithfield Itanium 2McKiniey Core 2.Duo Conroe Core 2 Duo Wolfdale 3M Pentium 4Prescott-2M Core 2 Duo Allendale 100,000,000 Pentium 4Cedar Mill 50.000.000 Pentium 4Willamette Atom ARM Cortex-A9 AMD K6-IiI 10,000,000 Pentiym IlIl Katma Pentium Pro PentiumII Deschutes 5,000,000 Pentiumg oKlamath AMD K5 + Intel 80486 1,000,000 + R4000 500,000 ARM700 Intel 80386 Intel ARM3 Motorola 68020  i960 100,000 MultiTitan Motorola Intel80286 68000 50,000 Intel 80186 Intel8086 ntel 8088 ARM2 ARM6 Motorola WDC 65C816 6809 Novix Gordon Moore 10,000 TMS.1000 Zilog Z80. & WD NC4016 A RCA.1802 65C02 5,000 Intel8085 Intel8008 Intel 8080 MQ",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_004.png",
      "page_index": 12,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:36+07:00"
    }
  },
  "CO2007-chapter-1-slide-012-0001": {
    "id": "CO2007-chapter-1-slide-012-0001",
    "text": "6809 Novix Gordon Moore 10,000 TMS.1000 Zilog Z80. & WD NC4016 A RCA.1802 65C02 5,000 Intel8085 Intel8008 Intel 8080 MQS Technology Intel co-founder Motorola 6502 Intel 4004 6800 Our World 1,000 in Data 4829849869889908298499g98202002 4080 t 1 2018 The number of transistors integrated in a chip has doubled every 18-24 months (1975) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 4",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_004.png",
      "page_index": 12,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:36+07:00"
    }
  },
  "CO2007-chapter-1-slide-013-0000": {
    "id": "CO2007-chapter-1-slide-013-0000",
    "text": "Intel processors As of Q1/2023 intel. intel intel. Raptor Lake: 13th CORe CORe generation CORC 10 nm technology i5 i3 i7 Intel\" Core i9 Intel\" Core i7 Intel\" Core i5 Intel Core i3 Processors Processors Processors Processors Max Turbo Frequency Up to 5.8 Up to 5.4 Up to 5.1 Up to 4.5 [GHz] Intel Turbo Boost Max Up to 5.7 Up to 5.4 n/a n/a Technology 3.0 Frequency [GHz] Performance-core Max Up to 5.4 Up to 5.3 Up to 5.1 Up to 4.5 Turbo Frequency [GHz] BK TP.HCM 5",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_005.png",
      "page_index": 13,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:41+07:00"
    }
  },
  "CO2007-chapter-1-slide-014-0000": {
    "id": "CO2007-chapter-1-slide-014-0000",
    "text": "History... The first computer in the world II BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 6",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_006.png",
      "page_index": 14,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:45+07:00"
    }
  },
  "CO2007-chapter-1-slide-015-0000": {
    "id": "CO2007-chapter-1-slide-015-0000",
    "text": "History... Facts of ENIAC: 30+ tons -: 1,500+ square feet (140 square meter) 18,000+ vacuum tubes 140+ KW power 5,000+ additions per second ENIAC: Electronic Numerical Integrator and Computer BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 7",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_007.png",
      "page_index": 15,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:48+07:00"
    }
  },
  "CO2007-chapter-1-slide-016-0000": {
    "id": "CO2007-chapter-1-slide-016-0000",
    "text": "A Brief History of Computers The first generation - Vacuum tubes - 1946- 1955  The second generation  Transistors EZ80 AFEINHOULA  1955 - 1965  The third generation  1965- 1980  Integrated circuits  The current generation  1980 - ... - Personal computers What's the next? - Quantum computers? Areplica of the first transistor microeiectronicsgroup O December 23.1947 Lucent Technologies 50 Years and Counting. - Memristor? BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 8",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_008.png",
      "page_index": 16,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:51+07:00"
    }
  },
  "CO2007-chapter-1-slide-017-0000": {
    "id": "CO2007-chapter-1-slide-017-0000",
    "text": "Classes of Computers  Personal computers  General purpose, variety of software  Subject to cost/performance tradeoff  Server computers - Network based - High capacity, performance, reliability  Range from small servers to building sized  Supercomputers  High-end scientific and engineering calculations  Highest capability but represent a small fraction of the overall computer market  Embedded computers  Hidden as components of systems - Stringent power/performance/cost constraints 18 16 15 2 3 12 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 9",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_009.png",
      "page_index": 17,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:26:55+07:00"
    }
  },
  "CO2007-chapter-1-slide-018-0000": {
    "id": "CO2007-chapter-1-slide-018-0000",
    "text": "Post PC era 3000 Tablets 2500 Smartphones 272.6 249.2 2000 276.7 256 PCs 229.7 1500 227.3 145 11942 1000 76 725.3 494.5 500 304.7 358 364 349 315.3 308.1 276.7 256.1 272.6 249.1 0 2010 2011 2012 2013 2014 2015 2016* 2019* 2020* The number of devices (millions) shipped - source: statista.com BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 10",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_010.png",
      "page_index": 18,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:00+07:00"
    }
  },
  "CO2007-chapter-1-slide-019-0000": {
    "id": "CO2007-chapter-1-slide-019-0000",
    "text": "Modern computer components Same components for all kinds Compiler Components - Processor Interface Datapath Computer controller Memory Input Main memory  Cache Control  Input/Output Datapath Evaluating performance User-interface Output Network Processor Memory Storage BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 11",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_011.png",
      "page_index": 19,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:04+07:00"
    }
  },
  "CO2007-chapter-1-slide-020-0000": {
    "id": "CO2007-chapter-1-slide-020-0000",
    "text": "Below your program  Application software - Written in high-level language  System software  Compiler: translates HLL code to machine code  Operating System: service code Handling input/output Hardware Managing memory and storage Scheduling tasks & sharing resources  Hardware - Processor, memory, I/o controllers BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 12",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_012.png",
      "page_index": 20,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:06+07:00"
    }
  },
  "CO2007-chapter-1-slide-021-0000": {
    "id": "CO2007-chapter-1-slide-021-0000",
    "text": "Levels of Program Code High-level swap(int v[l, int k language tint temp; High-level language program temp = v[k]; (in C) v[k] = v[k+1]; v[k+1] = temp;  Level of abstraction closer to problem domain Compiler  Provides for productivity and portability Assembly swap: language muli $2, $5,4 Assembly language program add $2, $4,$2 (for MIPS) 1w $15, 0($2) 1w $16, 4($2) SW $16, 0($2)  Textual representation of SW $15, 4($2) jr $31 instructions Hardware representation Assembler Binary digits (bits) Binary machine 00000000101000010000000000011000 Encoded instructions and language 00000000000110000001100000100001 program 10001100011000 0000000000000 data (for MIPS) 10001100111100 00000000000100 10101100111100 00000000000000 10101100011000 10000000000100 BK 0000001111100 00000000001000 TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 13",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_013.png",
      "page_index": 21,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:12+07:00"
    }
  },
  "CO2007-chapter-1-slide-022-0000": {
    "id": "CO2007-chapter-1-slide-022-0000",
    "text": "Technology trends 10,000,000 4G 1,000,000 2G 1G Thanks to electronics and 100,000 512M 16M 64M 10,000 4M material technologies 1M 1000 256K 64K - Increased capacity and 100 16K 10 19761978 1980 19821984 19861988 1990 1992 1994 19961998 2000 2002 2004 2006 2008 2010 2012 performance Year of introduction DRAM capacity Reduced cost Year Technology Relative performance/cost 1951 Vacuum tube 1 1965 Transistor 35 1975 Integrated circuit (IC) 900 1995 Very large scale lC (VLSI) 2,400,000 2013 Ultra large scale IC 250,000,000,000 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 14",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_014.png",
      "page_index": 22,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:17+07:00"
    }
  },
  "CO2007-chapter-1-slide-023-0000": {
    "id": "CO2007-chapter-1-slide-023-0000",
    "text": "PERFORMANCE EVALUATION BK TP.HCM 15",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_015.png",
      "page_index": 23,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:18+07:00"
    }
  },
  "CO2007-chapter-1-slide-024-0000": {
    "id": "CO2007-chapter-1-slide-024-0000",
    "text": "Defining performance Which airplane has the best performance? Boeing 777 Boeing 777 Boeing 747 Boeing 747 BAC/Sud BAC/Sud Concorde Concorde Douglas Dc- Douglas DC- 8-50 8-50 0 100 200 300 400 500 0 2000 4000  6000 8000 10000 l Passenger Capacity  Cruising Range (miles) Boeing 777 Boeing 777 Boeing 747 Boeing 747 BAC/Sud BAC/Sud Concorde Concorde Douglas DC- Douglas DC- 8-50 8-50 0 500 1000 1500 0 100000 200000 300000 400000  Cruising Speed (mph)  Passengers x mph BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 16",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_016.png",
      "page_index": 24,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:23+07:00"
    }
  },
  "CO2007-chapter-1-slide-025-0000": {
    "id": "CO2007-chapter-1-slide-025-0000",
    "text": "Response Time and Throughput Response time  How long it takes to do a task Throughput  Total work done per unit time e.g., tasks/transactions/... per hour How are response time and throughput affected by Replacing the processor with a faster version? - Adding more processors? We'll focus on response time for now... BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 17",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_017.png",
      "page_index": 25,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:26+07:00"
    }
  },
  "CO2007-chapter-1-slide-026-0000": {
    "id": "CO2007-chapter-1-slide-026-0000",
    "text": "Relative performance 1 Performance = Execution time Computer X is n times faster than Computer Y Performancex Execution timey : n Performancey Execution timex Example: time take to run a program  10s on A and 15s on B ExecutionB 15s A is 1.5 x faster than B because = 1.5 x ExecutionA 10s BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 18",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_018.png",
      "page_index": 26,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:29+07:00"
    }
  },
  "CO2007-chapter-1-slide-027-0000": {
    "id": "CO2007-chapter-1-slide-027-0000",
    "text": "Measuring time Elapsed time - Total response time, including all aspects Processing, I/O, Os overhead, idle time  Determines system performance CPU time - Time spent processing a given job Discounts I/O time, other jobs' shares Comprises user CPU time and system CPU time Different programs are affected differently by CPU and system performance BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 19",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_019.png",
      "page_index": 27,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:32+07:00"
    }
  },
  "CO2007-chapter-1-slide-028-0000": {
    "id": "CO2007-chapter-1-slide-028-0000",
    "text": "Measuring CPU time  Operations of digital hardware (including CPU/processor) governed by a constant-rate clock  Clock period  Clock (cycles) Data transfer and computation Update state - Clock period (T): duration of a clock cycle  s, ms, us, ns Clock rate/frequency (F = -  the number of cycles per second 1  Hz,KHz,MHz,GHz BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 20",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_020.png",
      "page_index": 28,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:34+07:00"
    }
  },
  "CO2007-chapter-1-slide-029-0000": {
    "id": "CO2007-chapter-1-slide-029-0000",
    "text": "CPU time Performance improved by  Reducing number of clock cycles  Increasing clock rate  Hardware designer must often trade off clock rate against cycle count CPU Time = CPU Clock Cycles X Clock Cycle Time CPU Clock Cycles Clock Rate BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 21",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_021.png",
      "page_index": 29,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:37+07:00"
    }
  },
  "CO2007-chapter-1-slide-030-0000": {
    "id": "CO2007-chapter-1-slide-030-0000",
    "text": "CPU time example Computer A: 2GHz clock, 10s CPU time Designing Computer B - Aim for 6s CPU time - Can do faster clock, but causes 1.2 x clock cycles How fast must Computer B clock be? CPU TimeA = Clock RateA 2.0GHz CPU Clock CyclesB CpU TimeB = Clock RateB Clock RateB => Clock RateB = 4.0GHz BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 22",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_022.png",
      "page_index": 30,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:39+07:00"
    }
  },
  "CO2007-chapter-1-slide-031-0000": {
    "id": "CO2007-chapter-1-slide-031-0000",
    "text": "Instruction count & CPl Instruction Count for a program Determined by program, IsA and compiler Average cycles per instruction Determined by CPU hardware - If different instructions have different CPI Average CPI affected by instruction mix Clock Cycles = Instruction count X Cycles per Instruction CPU Time = Instruction count X Cycles per Instruction X Clock Cycle Time Instruction count X Cycles per Instruction IC X CPI Clock Rate Clock Rate BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 23",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_023.png",
      "page_index": 31,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:43+07:00"
    }
  },
  "CO2007-chapter-1-slide-032-0000": {
    "id": "CO2007-chapter-1-slide-032-0000",
    "text": "Example Which is faster, and by how much? - Computer A: Cycle Time = 250ps, CPI = 2.0  Computer B: Cycle Time = 500ps, CPI = 1.2  Same IsA, compiler CPU TimeA = ICa X CPlA X Cycle TimeA = IC x 2.0 x 250ps CPU TimeB = ICB X CPlB X Cycle TimeB = IC x 1.2 x 500ps CPU TimeB IC x 600ps = 1.2 X CPU TimeA IC X 500ps BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 24",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_024.png",
      "page_index": 32,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:46+07:00"
    }
  },
  "CO2007-chapter-1-slide-033-0000": {
    "id": "CO2007-chapter-1-slide-033-0000",
    "text": "Mixed instructions CPI CPl for instructions/operations may vary - e.g.,: multiplication takes more cycles than addition More precise CPU clock cycles should take instruction types into account n Clock cycles = (CPI; X Instruction counti) i=1 Weighted average CPI n Clock cycles Instruction count (CPI; X CPl = Instruction count Instruction count i=1 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 25",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_025.png",
      "page_index": 33,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:49+07:00"
    }
  },
  "CO2007-chapter-1-slide-034-0000": {
    "id": "CO2007-chapter-1-slide-034-0000",
    "text": "Example Question: two implementations of an application that use instructions in classes A, B, and C as follows. Which one is better?  Implementation 1 uses 2 A, 1 B, and 2 C  Implementation 2 uses 4 A, 1 B, and 1 C  CPls for A, B, and C are 1, 2, and 3, respectively Answer:  lmplementation 1: clock cycles1 = 2 x 1 + 1 x 2 + 2 x 3 = 10 lC = 5,wCPI = 2.0 - lmplementation 2: clock cycles, = 4 x 1 + 1 x 2 + 1 x 3 = 9 lC = 6,wCPl =1.5 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 26",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_026.png",
      "page_index": 34,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:52+07:00"
    }
  },
  "CO2007-chapter-1-slide-035-0000": {
    "id": "CO2007-chapter-1-slide-035-0000",
    "text": "Exercise A program is executed on a 2 GHz CPU. The program consists of 1000 instructions in which:  30% load/store instructions, CPl = 2.5  10% jump instructions, CPI = 1  20% branch instructions, CPl = 1.5  The rest are arithmetic instructions, CPI = 2.0 a) What is execution time (cPU time) of the program? b) What is the weighted average CPI of the program? c) If load/store instructions are improved so that their execution time is reduced by a factor of 2, what is the speed-up of the system? BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 27",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_027.png",
      "page_index": 35,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:55+07:00"
    }
  },
  "CO2007-chapter-1-slide-036-0000": {
    "id": "CO2007-chapter-1-slide-036-0000",
    "text": "Performance summary The BIG picture (take home message) Instructions Clock cycles Seconds CPU time = X X Program Instruction Clock cycle Performance depends on  Algorithm: IC, possibly CPI  Programming language: IC, CPI Compiler: IC, CPI -   Instruction set architecture: IC, CPl, 7 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 28",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_028.png",
      "page_index": 36,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:27:57+07:00"
    }
  },
  "CO2007-chapter-1-slide-037-0000": {
    "id": "CO2007-chapter-1-slide-037-0000",
    "text": "Power trends In CMOS technology Power(P) = Capacitive load x Voltage2 x Clock rate 10000 120 3600 3900 2667 3300 3400 2000 100 frequency 103 1000 (zHWI) Xouanbau 95 87 80 200 (M) uaM0d 66 77 75.3 100 60 65 25 power 12.5 16 40 29.1 10 10.1 20 4.1 4.9 3.3 1 0 prd p an!suad syekye - (t002) (0022) aip!ie (STOZ) 98Z08 (286T) 98808 (586T) 98t08 (686T) (2661) (266T) (T022) Ccor2 (2222) (1222) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 29",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_029.png",
      "page_index": 37,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:04+07:00"
    }
  },
  "CO2007-chapter-1-slide-038-0000": {
    "id": "CO2007-chapter-1-slide-038-0000",
    "text": "Reducing power Suppose a new CPU has 85% of capacitive load of old CPU 15% voltage and 15% frequency reduction Cold X 0.85 x (Vold X 0.85)2 x Fold X 0.85  = 0.854 = 0.52 P od Cold x V2 x Fod old  The power wall  We can't reduce voltage further  We can't remove more heat  How else can we improve performance? BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 30",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_030.png",
      "page_index": 38,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:07+07:00"
    }
  },
  "CO2007-chapter-1-slide-039-0000": {
    "id": "CO2007-chapter-1-slide-039-0000",
    "text": "Multiprocessors 100,000 Intel Xeon 4 cores3.6 GHzBoost to 4.0 Intel Core i7 4 cores 3.4 GHzboost to 3.8 GHz) Intel Xeon 6 cores.3.3 GHzboost to 3.6 GHz 34,967 Intel Xeon 4 cores,3.3 GHzboost to 3.6 GHz) 31.999 Intel Core i7 Extreme 4 cores 3.2 GHzboost to 3.5 GHz 24.129 Intel Core Duo Extreme 2 cores.3.0 GHz 21.871 Intel Core2Extreme 2 cores,2.9 GHz 19.484 AMDAthlon64.2.8GHz 14.387 10,000 AMD Athlon,2.6 GHz 11.865 Intel Xeon EE 3.2 GHz 7.108 Intel D850EMVR motherboard3.06GHz.Pentium 4 processor with Hyper-threading Technology 6.0436,681 IBM Power4.1.3 GHz 4,195 3,016 Intel VC820motherboard,1.0 GHz Pentium Ill processor 1,779 ProfessionalWorkstationXP1000,667MHz 21264A DigitalAlphaServer.8400.6/575..57.5.MHz.21264 1.267 1000 993 AlphaServer 40005/600.600MHz 21164 -649 Digital Alphastation 5/500,500 MHz 481 Digital Alphastation 5/300.300 MHz 280 22%/year Digital Alphastation 4/266,266MHz .183 BM POWERstation100.150 MHz 100 117 Digital3000AXP/500,150MHz 80 HP9000/750,66MHz 51 IBMRS6000/540.30MHz 52%/year 24 MIPSM2000.25MHz 18 MIPSM/120.16.7MHz 10 Sun-4/260,16.7MHz VAX8700.22MHz 5 AX-11/780.5MHz 25%/year 1.5.VAX-11/785 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_031.png",
      "page_index": 39,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:15+07:00"
    }
  },
  "CO2007-chapter-1-slide-039-0001": {
    "id": "CO2007-chapter-1-slide-039-0001",
    "text": "1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 31",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_031.png",
      "page_index": 39,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:15+07:00"
    }
  },
  "CO2007-chapter-1-slide-040-0000": {
    "id": "CO2007-chapter-1-slide-040-0000",
    "text": "Benchmark Programs used to measure performance - Supposedly typical of actual workload Standard Performance Evaluation Corp (SPEC - Develops benchmarks for CPU, I/O, Web, ... SPEC CPU2006 Elapsed time to execute a selection of programs Negligible I/O, so focuses on CPU performance Normalize relative to reference machine Summarize as geometric mean of performance ratios CINT2006 (integer) and CFP2006 (floating-point BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 32",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_032.png",
      "page_index": 40,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:17+07:00"
    }
  },
  "CO2007-chapter-1-slide-041-0000": {
    "id": "CO2007-chapter-1-slide-041-0000",
    "text": "Example Intel core i7 920 results with CINT 2006 Executlon Reference Instruction Clock cycle tlme TIme TIme Descrlptlon Name Count x 109 CPI (seconds x 1o-9) (seconds) (seconds) SPECratlo Interpreted string processing perl 2252 0.60 0.376 508 9770 19.2 Block-sorting bzip2 2390 0.70 0.376 629 9650 15.4 compression GNU C compiler gcc 794 1.20 0.376 358 8050 22.5 Combinatorial optimization mcf 221 2.66 0.376 221 9120 41.2 Go game (Al) go 1274 1.10 0.376 527 10490 19.9 Search gene sequence hmmer 2616 0.60 0.376 590 9330 15.8 Chess game (Al) sjeng 1948 0.80 0.376 586 12100 20.7 Quantum computer libquantum 659 0.44 0.376 109 20720 190.0 simulation Video compression h264avc 3793 0.50 0.376 713 22130 31.0 Discrete event omnetpp 367 2.10 0.376 290 6250 21.5 simulation library Games/path finding astar 1250 1.00 0.376 470 7020 14.9 XML parsing xalancbmk 1045 0.70 0.376 275 6900 25.1 Geometric mean - - - - - - 25.7 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 33",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_033.png",
      "page_index": 41,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:27+07:00"
    }
  },
  "CO2007-chapter-1-slide-042-0000": {
    "id": "CO2007-chapter-1-slide-042-0000",
    "text": "Concluding remarks Cost/performance is improving  Due to underlying technology development Hierarchical layers of abstraction  In both hardware and software Instruction set architecture - The hardware/software interface Execution time: the best performance measure Power is a limiting factor - Use parallelism to improve performance BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 34",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_1/slide_034.png",
      "page_index": 42,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:30+07:00"
    }
  },
  "CO2007-chapter-2-slide-043-0000": {
    "id": "CO2007-chapter-2-slide-043-0000",
    "text": "COMPUTER ARCHITECTURE Chapter 2: Instruction set architecture - ISA Pham Quöc Cuö'ng BK Computer Engineering - CSE - HCMUT TP.HCM",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_001.png",
      "page_index": 43,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:33+07:00"
    }
  },
  "CO2007-chapter-2-slide-044-0000": {
    "id": "CO2007-chapter-2-slide-044-0000",
    "text": "Languages of Computer? Why? Q: Why do we need to learn the language of computers? A: To command a computer's hardware: speak its language BevansiaTTeRy 0110010110 CaLS for CompUTER 0111000110110 C0De toBe a Key 100110101010001 LanguaGeTavgHl 00101000100101 at SCHoOLu 010111001000101 1011001010110 100110010101 010010101 Source: http://media.apnarm.net.au/img/media/images/2013/08/14/computer_language_t620.jpg BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 2",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_002.png",
      "page_index": 44,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:36+07:00"
    }
  },
  "CO2007-chapter-2-slide-045-0000": {
    "id": "CO2007-chapter-2-slide-045-0000",
    "text": "Abstraction We teach students how to use abstraction so that we can build really complex software systems. John Hennessy ACM A.M.Turing Laureate acm BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 3",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_003.png",
      "page_index": 45,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:39+07:00"
    }
  },
  "CO2007-chapter-2-slide-046-0000": {
    "id": "CO2007-chapter-2-slide-046-0000",
    "text": "Instruction set architecture software instruction set architecture hardware MIPS32 Add Immediate Instruction 001000 0000100010 0000000101011110 OP CodeAddr 1Addr 2 Immediate value Equivalent mnemonic: addi Sr1,Sr2,350 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 4",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_004.png",
      "page_index": 46,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:42+07:00"
    }
  },
  "CO2007-chapter-2-slide-047-0000": {
    "id": "CO2007-chapter-2-slide-047-0000",
    "text": "Von Neumann architecture Stored-program concept Central Processing Unit (CPU) Instruction category: Arithmetic Arithmetic- logic Data transfer 1 unit (CA)  Logical 1/0 Main Equip- memory Conditional branch ment (M) (I, 0) Unconditional jump Program control unit (CC) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 5",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_005.png",
      "page_index": 47,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:45+07:00"
    }
  },
  "CO2007-chapter-2-slide-048-0000": {
    "id": "CO2007-chapter-2-slide-048-0000",
    "text": "Computer components CPU Main memory 0 System 1 bus 2 PC MAR . Instruction . Instruction Instruction IR MBR . I/O AR . Data Execution Data unit I/O BR Data Data I/O Module n - 2 n - 1 . PC = Program counter . IR = Instruction register Buffers MAR = Memory address register MBR = Memory buffer register I/O AR = Input/output address register I/O BR = Input/output buffer register BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 6",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_006.png",
      "page_index": 48,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:51+07:00"
    }
  },
  "CO2007-chapter-2-slide-049-0000": {
    "id": "CO2007-chapter-2-slide-049-0000",
    "text": "Instruction execution model Fetch cycle Execute cycle Fetch next Execute START HALT instruction instruction Instruction fetch: from the memory - PC increased  PC stores address of the next instruction Execution: decode and execute BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 7",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_007.png",
      "page_index": 49,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:53+07:00"
    }
  },
  "CO2007-chapter-2-slide-050-0000": {
    "id": "CO2007-chapter-2-slide-050-0000",
    "text": "STANDARDI MIPS INSTRUCTIONS BK TP.HCM 8",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_008.png",
      "page_index": 50,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:55+07:00"
    }
  },
  "CO2007-chapter-2-slide-051-0000": {
    "id": "CO2007-chapter-2-slide-051-0000",
    "text": "MlPS instruction set MIpS architecture MIPS Assembly Instruction > MIPS Machine Instruction Assembly: - add $tO,$s2,$t0 Machine: - 000000 10010 01000 01000 00000 100000 Only one operation is performed per MiPs instruction - e.g., a + b + c needs at least two instructions BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 9",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_009.png",
      "page_index": 51,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:57+07:00"
    }
  },
  "CO2007-chapter-2-slide-052-0000": {
    "id": "CO2007-chapter-2-slide-052-0000",
    "text": "Instruction set design principle Simplicity favors regularity Smaller is faster Make the common case fast Good design demands good compromises BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 10",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_010.png",
      "page_index": 52,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:28:59+07:00"
    }
  },
  "CO2007-chapter-2-slide-053-0000": {
    "id": "CO2007-chapter-2-slide-053-0000",
    "text": "MIPS operands 1. Register: 32 32-bit registers (start with the $ sign) - $sO-$s7: corresponding to variables (save) - $t0-$t9: storing temporary value - $a0-$a3 - $vO-$v1 - $gp,$fp,$sp,$ra,$at,$zero,$kO-$k1 only by data transfer instructions 3. Short integer immediate: -10, 20, 2020,... Only three operand types! Nothing else! BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 11",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_011.png",
      "page_index": 53,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:02+07:00"
    }
  },
  "CO2007-chapter-2-slide-054-0000": {
    "id": "CO2007-chapter-2-slide-054-0000",
    "text": "group: arithmetic instructions Assembly instruction format: Destination Source Source Opcode register register 1 register 2(*) Opcode: - add:DR=SR1+ SR2 - sub:DR =SR1-SR2 - addi: (*) SR2 is an immediate (e.g. 2O), DR = SR1 + SR2 Three register operands BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 12",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_012.png",
      "page_index": 54,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:05+07:00"
    }
  },
  "CO2007-chapter-2-slide-055-0000": {
    "id": "CO2007-chapter-2-slide-055-0000",
    "text": "Example Question: what is MIPS code for the following C code f = (g + h) - (i + j): If the variables g, h, i, j, and f are assigned to the register $sO,$s1, $s2,$s3, and $s4, respectively. Answer: add$tO,$sO,$s1# g + h add $sO,$sO,$s1 add $t1,$s2,$s3 # i+ j add $s1,$s2,$s3 sub $s4,$tO,$t1 # tO-t1 sub $s4,$s0,$s1 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 13",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_013.png",
      "page_index": 55,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:08+07:00"
    }
  },
  "CO2007-chapter-2-slide-056-0000": {
    "id": "CO2007-chapter-2-slide-056-0000",
    "text": "2nd group: data transfer instructions Copy data b/w memory Memory and registers in CPU Register read addr/ write addr  Address: a value used to Processor read data delineate the location of a write data specific data element 10 8 within a memory array 101 4 1 0 Load (l): copy data from Data 32 bits memory to a register Store (s): copy data from a Address register to memory BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 14",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_014.png",
      "page_index": 56,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:12+07:00"
    }
  },
  "CO2007-chapter-2-slide-057-0000": {
    "id": "CO2007-chapter-2-slide-057-0000",
    "text": "Data transfer instructions  Assembly instruction format: Memory Opcode Register operand Opcode:  Size of data: 1 byte, 2 bytes (half of word), or 4 bytes (word)  Behaviors: load or store  Register:  Load: destination - Store: source Memory operand: offset(base register) - offset: short integer number  Byte address: each address identifies an 8-bit byte \"words\" are aligned in memory (address must be multiple of 4) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 15",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_015.png",
      "page_index": 57,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:14+07:00"
    }
  },
  "CO2007-chapter-2-slide-058-0000": {
    "id": "CO2007-chapter-2-slide-058-0000",
    "text": "Memory address = < offset > + value( < base register > ) Question: given the following memory map, assume that $sO stores value of 8. Which is the memory operand used to access the byte storing value of Ox9A? address: 8 9 10 11 0x12 0x34 0x56 0x78 0x9A 0xBC 0xDE 0xF0  Answer: address:l 12 13 14 15  Address of the byte storing value of 0x9A is 12 - If we use $sO as the base register, offset = 12 - 8 = 4 - Memory operand: 4($s0) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 16",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_016.png",
      "page_index": 58,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:18+07:00"
    }
  },
  "CO2007-chapter-2-slide-059-0000": {
    "id": "CO2007-chapter-2-slide-059-0000",
    "text": "Load instructions  Remind: \"load\" means copying data from memory to a 32-bit register Instructions:  Iw: load word eg.: Iw $s0,100($s1) #copy 4 bytes from memory to $s0  lh: load half - sign extended eg.: Ih $sO,10O($s1) #copy 2 bytes to $s0 and extend signed bit  Ihu: load half unsigned - zero extended - Ib: load byte - sign extended - Ibu: load byte unsigned - zero extended - Special case: lui - load upper immediate eg.:lui $s0,0x1234 #$s0 = 0x12340000 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 17",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_017.png",
      "page_index": 59,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:21+07:00"
    }
  },
  "CO2007-chapter-2-slide-060-0000": {
    "id": "CO2007-chapter-2-slide-060-0000",
    "text": "Store instructions Remind: \"store\" means copying data from a register to memory Instructions: - sw: store word $s0,100($s1) #copy 4 bytes in $s0 to memory eg.: sw  sh: store half - two least significant bytes eg.:sh $s0,100($s1) #copy 2 bytes in $s0 to memory  sb: store byte - the least significant byte eg.: sb $s0,100($s1) #copy 1 bytes in $s0 to memory BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 18",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_018.png",
      "page_index": 60,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:23+07:00"
    }
  },
  "CO2007-chapter-2-slide-061-0000": {
    "id": "CO2007-chapter-2-slide-061-0000",
    "text": "Main memory used for composite data - Arrays, structures, dynamic data To apply arithmetic operations - Load value(s) from memory into register(s)  Apply arithmetic operations to the register(s) Store result from a register to memory (if required) MIPS is Big Endian - Most-significant byte at least address of a word  Little Endian: least-significant byte at least address BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 19",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_019.png",
      "page_index": 61,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:26+07:00"
    }
  },
  "CO2007-chapter-2-slide-062-0000": {
    "id": "CO2007-chapter-2-slide-062-0000",
    "text": "Example-1  C code: g = h + A[8]; - g in $s1, h in $s2, base address of A in $s3 Compiled MIPS code:  Index 8 requires offset of 32 4 bytes per word lw $tO,32($s3 # load word add $s1,$s2,$t0 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 20",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_020.png",
      "page_index": 62,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:29+07:00"
    }
  },
  "CO2007-chapter-2-slide-063-0000": {
    "id": "CO2007-chapter-2-slide-063-0000",
    "text": "Example-2  C code: A[12] = h + A[8] - h in $s2,base address of A in $s3 Compiled MIPS code:  Index 8 requires offset of 32 Iw $tO,32($s3) # load word add $tO,$s2,$tO $t0,48($s3) # store word SW BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 21",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_021.png",
      "page_index": 63,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:31+07:00"
    }
  },
  "CO2007-chapter-2-slide-064-0000": {
    "id": "CO2007-chapter-2-slide-064-0000",
    "text": "Exercises 1. Given the following memory map, assume that the register $tO stores value 8 while $sO contains 0xCAFEFACE. Show the effects on memory and registers of following instructions: a) Iw $t1,O($tO) address: 8 9 10 11 b) Iw $t2,4($tO) 0x12 0x34 0x56 0x78 c) Ih $t6,4($tO) 0x9A 0xBC 0xDE 0xF0 d) Ib $t5,3($tO) address: 12 13 14 15 e) sw $sO,O($tO) f) sb $sO,4($tO) g) Ih $sO,7($tO) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 22",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_022.png",
      "page_index": 64,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:35+07:00"
    }
  },
  "CO2007-chapter-2-slide-065-0000": {
    "id": "CO2007-chapter-2-slide-065-0000",
    "text": "Exercises 2. Convert the following C statements to equivalent MIPs assembly language if the variables f, g, and h are assigned to registers $sO, $s1, and $s2 respectively. Assume that the base address of the array A and B are in registers $s6 and $s7, respectively. a) f=g+h+ B[4] b) f = g- A[B[4]] BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 23",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_023.png",
      "page_index": 65,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:37+07:00"
    }
  },
  "CO2007-chapter-2-slide-066-0000": {
    "id": "CO2007-chapter-2-slide-066-0000",
    "text": "3rd group: logical instructions Instruction format: the same with arithmetic instructions Bitwise manipulation - Process operands bit by bit Operation C operator MIPS opcode Shift left << sll Shift right >> srl Bitwise AND & and, andi Bitwise OR or, ori Bitwise NOT nor BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 24",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_024.png",
      "page_index": 66,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:40+07:00"
    }
  },
  "CO2007-chapter-2-slide-067-0000": {
    "id": "CO2007-chapter-2-slide-067-0000",
    "text": "Shift operations Shift left (sll)  Shift value in the first source to left and fill least significant positions With 0 bits - e.g.,s11 $sO,$s1,4 #$s0 = $s1<< 4 - Special case: sll by i bits multiplies by 2 Shift right (srl)  Shift value in the first source to right and fill most significant positions With 0 bits - e.g.,sr1 $s0,$s1,4 # $s0= $s1>>4 - Special case: srl by i bits divides by 2' (unsigned number only) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 25",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_025.png",
      "page_index": 67,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:43+07:00"
    }
  },
  "CO2007-chapter-2-slide-068-0000": {
    "id": "CO2007-chapter-2-slide-068-0000",
    "text": "AND operation $s1(32 bit Bitwise AND two source operands 0 (16b) 100 (16b) - and: two source registers e.g.,and $sO,$s1,$s2 #$s0=$s1 & $s2 - andi: the second source is a short integer number (16 bit) 16 high-significant bits of the result are 0s e.g.,andi $s0,$s1,100 #$s0 ={16'b0,$s1[15:0]&100} Useful to mask bits in a register  Select some bits and clear others to 0 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 26",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_026.png",
      "page_index": 68,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:46+07:00"
    }
  },
  "CO2007-chapter-2-slide-069-0000": {
    "id": "CO2007-chapter-2-slide-069-0000",
    "text": "OR operation Bitwise OR two source operands - or: two registers e.g.,or $s0,$s1,$s2 #$s0=$s1$s2 - ori: the second source is a short integer number (16 bit Copy 16 high-significant bit from the first source to destination e.g.,ori $s0,$s1,100 #$s0 ={$s1[31:16]$s1[15:0]100} Useful to include bits in a word  Set some bits to 1, leave others unchanged BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 27",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_027.png",
      "page_index": 69,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:49+07:00"
    }
  },
  "CO2007-chapter-2-slide-070-0000": {
    "id": "CO2007-chapter-2-slide-070-0000",
    "text": "NOT operation Don't have a not instruction in MIPS ISA - 2-operand instruction  Useful to invert all bits in a register Can be done by the nor operator, 3-operand instruction - a NOR b= NOT (a OR b) NOT a = NOT(a OR 0) = a NOR 0 - e.g.,nor $sO,$sO,$zero - What else? BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 28",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_028.png",
      "page_index": 70,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:51+07:00"
    }
  },
  "CO2007-chapter-2-slide-071-0000": {
    "id": "CO2007-chapter-2-slide-071-0000",
    "text": "Example Question: assume that $s0 and $s1 are storing values 0x12345678 and OxCAFEFACE, respectively. What is value of $S2 after each following instructions 1.s1l $s2,$s0,4 2.and $s2,$s0,$s1 3.or $s2,$s0,$s1 4.andi $s2,$s0,2020  Answer: 1.0x23456780 2.0x02345248 3.0xDAFEFEFE 4. 0x00000660 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 29",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_029.png",
      "page_index": 71,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:54+07:00"
    }
  },
  "CO2007-chapter-2-slide-072-0000": {
    "id": "CO2007-chapter-2-slide-072-0000",
    "text": "Exercise Find the value for $t2 after each following sequence of instructions if the values for register $tO and $t1 are a) $tO = OxAAAAAAAA,$t1 = Ox12345678 b) $tO = OxFOODDOOD,$t1 = Ox11111111 Sequence 1: Sequence 2: Sequence 3: sll $t2,$tO,44 s1I $t2,$tO,4 srl $t2,$t0,3 or $t2,$t2,$t1 andi $t2,$t2,-2 andi$t2,$t2,OxFFEF BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 30",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_030.png",
      "page_index": 72,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:29:56+07:00"
    }
  },
  "CO2007-chapter-2-slide-073-0000": {
    "id": "CO2007-chapter-2-slide-073-0000",
    "text": "4th group: conditional branch instructions Branch to a label if a condition is True true; otherwise, continue Condition? sequentially  Only two standard conditional False branch instructions Instruction with next instruction  beq $rs,$rt, L1 #branch if a label equal . If (rs == rt), go to L1 addi $tO, $zero,0 - bne $rs, $rt, L1 addi $t1, $zero, 5  If(rs != rt),go to L1 L1: addi $tO,$tO,1  Label: a given name bne $tO,$t1,L1 #branch to L1 add $tO,$t1,$t0 - format: <label>: <instruction> BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 31",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_031.png",
      "page_index": 73,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:00+07:00"
    }
  },
  "CO2007-chapter-2-slide-074-0000": {
    "id": "CO2007-chapter-2-slide-074-0000",
    "text": "Sth group: unconditional jump instructions  Immediately jump to a label  Without any condition checked  Three standard unconditional jumps - j<label> . Jump to the label, e.g., L1 - jal<label>  Jump to the label L1 and store address of the next instruction to the $ra register  Used for function/procedure call  jr $register  Jump to an instruction whose address is stored in the register  Used for returning to the caller function/procedure from a sub-function/- procedure BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 32",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_032.png",
      "page_index": 74,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:03+07:00"
    }
  },
  "CO2007-chapter-2-slide-075-0000": {
    "id": "CO2007-chapter-2-slide-075-0000",
    "text": "Example Question: Compile the following C code into MIPS code (assume that f, g, h, i and j are stored in registers from $sO to $s4, respectively) if (i == j) f = g + h; else f = g - h;  Answer: bne $s3,$s4,Else beq $s3,$s4,If add $sO,$s1,$s2 sub $s0,$s1,$s2 j Exit j Exit Else: sub $s0,$s1,$s2 If: c add $sO,$s1,$s2 Exit: Exit: How can we compare less than or greater than? - e.g., if (a< b) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 33",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_033.png",
      "page_index": 75,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:06+07:00"
    }
  },
  "CO2007-chapter-2-slide-076-0000": {
    "id": "CO2007-chapter-2-slide-076-0000",
    "text": "Exercise Convert the following C code to MIPS. Assume that the base address of the save array is stored in $sO while i and k are stored in the registers $s1 and $s2, respectively int save[]j int i, kj i = 0: while (save[i]== k i += 1: BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 34",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_034.png",
      "page_index": 76,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:09+07:00"
    }
  },
  "CO2007-chapter-2-slide-077-0000": {
    "id": "CO2007-chapter-2-slide-077-0000",
    "text": "Set-on-less-than instruction Used for comparing less than or greater than  Results (destination registers) are always 0 (false) or 1 (true) slt $rd,$rs, $rt - if (rs< rt) rd = 1; else rd = 0;  slti $rt, $rs, immediate - if (rs < immediate) rt = 1; else rt = 0; sltu $rd, $rs, $rt  Values are unsigned numbers sltui $rt, $rs, immediate  Values in registers & immediate are unsigned numbers BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 35",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_035.png",
      "page_index": 77,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:12+07:00"
    }
  },
  "CO2007-chapter-2-slide-078-0000": {
    "id": "CO2007-chapter-2-slide-078-0000",
    "text": "Example-1 Question: Assume that values storing in $s1 and $s2 are 0xFFFFFFFF and Ox00000001,respectively. What are the results in $tO and $t1 after the following instructions slt $tO,$s1,$s2 sltu $t1,$s1,$s2 Answer: - $t1 = 0 due to unsigned numbers comparison ($s1 = 4.294.967.295) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 36",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_036.png",
      "page_index": 78,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:14+07:00"
    }
  },
  "CO2007-chapter-2-slide-079-0000": {
    "id": "CO2007-chapter-2-slide-079-0000",
    "text": "Example-2  Question: Compile the following C code into MIPS code (assume that f, g, h, i, and j are stored in registers from $sO to $s4, respectively) if (i<j) f=g+ h; else f = g - h; Answer: slt $tO,$s3,$s4 s1t $tO,$s3,$s4 beq $tO,$zero, Else bne $tO, $zero,If add $sO,$s1,$s2 sub $s0,$s1,$s2 j Exit j Exit Else: sub $sO,$s1,$s2 If: c add $s0,$s1,$s2 Exit: Exit: BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 37",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_037.png",
      "page_index": 79,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:17+07:00"
    }
  },
  "CO2007-chapter-2-slide-080-0000": {
    "id": "CO2007-chapter-2-slide-080-0000",
    "text": "Exercise Convert the following C code to MIPS instructions a) Sequence 1: int a, b: if (a>= 5) a = a + b; else a = a - b: b) Sequence 2: int a, i: for (i = 0, a = 0: i < 10: i++) a++: BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 38",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_038.png",
      "page_index": 80,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:19+07:00"
    }
  },
  "CO2007-chapter-2-slide-081-0000": {
    "id": "CO2007-chapter-2-slide-081-0000",
    "text": "Branch instruction design Why not blt, bge, etc? Hardware for <, -, ... slower than =,  - Combining with branch involves more work per instruction requiring a slower clock - All instructions penalized! beq and bne are the common case This is a good design compromise BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 39",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_039.png",
      "page_index": 81,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:22+07:00"
    }
  },
  "CO2007-chapter-2-slide-082-0000": {
    "id": "CO2007-chapter-2-slide-082-0000",
    "text": "Pseudo instructions Most assembler instructions represent machine instructions one-to-one Pseudo instructions (instructions in blue): figments of the assembler's imagination  Help programmer - Need to be converted into standard instructions For example - move $tO,$t1 -> add $tO,$zero,$t1 - blt $tO,$t1,L ->  s1t $at,$tO,$t1 bne $at, $zero, L BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 40",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_040.png",
      "page_index": 82,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:25+07:00"
    }
  },
  "CO2007-chapter-2-slide-083-0000": {
    "id": "CO2007-chapter-2-slide-083-0000",
    "text": "PROCEDURE CALL BK TP.HCM 41",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_041.png",
      "page_index": 83,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:26+07:00"
    }
  },
  "CO2007-chapter-2-slide-084-0000": {
    "id": "CO2007-chapter-2-slide-084-0000",
    "text": "Procedure calling Caller vs. Callee int mainO{ /7 caller ..(1) Steps required to call a procedure fact(4): - Place parameters in registers ..(.2) fact(1000)  Transfer control to procedure  Acquire storage for procedure  Perform procedure's operations int fact(int a){ //callee  Place result in register for caller Return to place of call BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 42",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_042.png",
      "page_index": 84,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:29+07:00"
    }
  },
  "CO2007-chapter-2-slide-085-0000": {
    "id": "CO2007-chapter-2-slide-085-0000",
    "text": "Register usage $a0 - $a3: arguments $gp: global pointer for static data $vO,$v1: result values $sp: stack pointer $t0 - $t9: temporaries $fp: frame pointer  Can be overwritten by callee $ra: return address $s0 - $s7: saved  Must be saved/restored by callee BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 43",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_043.png",
      "page_index": 85,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:32+07:00"
    }
  },
  "CO2007-chapter-2-slide-086-0000": {
    "id": "CO2007-chapter-2-slide-086-0000",
    "text": "Stack addressing model High address $sp  $sp - $sp - Low address Empty stack Three elements stack Empty stack BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 44",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_044.png",
      "page_index": 86,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:34+07:00"
    }
  },
  "CO2007-chapter-2-slide-087-0000": {
    "id": "CO2007-chapter-2-slide-087-0000",
    "text": "Procedure call instructions Procedure call: jump and link jal ProcedureLabel - Address of following instruction put in $ra - Jumps to target address Procedure return: jump register jr $ra - Copies $ra to program counter Can also be used for computed jumps e.g., for case/switch statements BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 45",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_045.png",
      "page_index": 87,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:37+07:00"
    }
  },
  "CO2007-chapter-2-slide-088-0000": {
    "id": "CO2007-chapter-2-slide-088-0000",
    "text": "Leaf procedure  Leaf-procedure: will not call any sub-procedure or itself - No need to care any else, except saved registers C code: int leaf_example (int g, h, i, j)} int f: f = (g + h) - (i + j) return f: - Arguments g, ..., in $aO, .., $a3 - f in $sO (hence, need to save $sO on stack) - Result in $vO BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 46",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_046.png",
      "page_index": 88,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:39+07:00"
    }
  },
  "CO2007-chapter-2-slide-089-0000": {
    "id": "CO2007-chapter-2-slide-089-0000",
    "text": "Main: add Leaf procedure - MIPS code sub jal leaf_example bne # addr =>$ra leaf_example: Label procedure name (used to call) addi $sp,$sp,-4 Save $sO to the stack $s0,0($sp) SW add $tO,$aO,$a1 add $t1,$a2,$a3 Procedure body sub $sO,$tO,$t1 add $vO,$sO,$zero Result Iw $sO,O($sp) Restore $s0 addi $sp,$sp,4 jr $ra Return to caller BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 47",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_047.png",
      "page_index": 89,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:43+07:00"
    }
  },
  "CO2007-chapter-2-slide-090-0000": {
    "id": "CO2007-chapter-2-slide-090-0000",
    "text": "Non-leaf procedure Non-leaf procedure: will call at least an other procedure or itself - Need to care: Return address ($ra) (always!!!) Caller call A ($ra = caller: address of the instruction after jal A) A call B ($ra = A: address of the instruction after jal B) Overwrite the value of $ra B return to A ($ra = A) Cannot return to Caller  Arguments transferred from Caller if needed (sometimes!!!  Use the stack to backup BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 48",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_048.png",
      "page_index": 90,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:45+07:00"
    }
  },
  "CO2007-chapter-2-slide-091-0000": {
    "id": "CO2007-chapter-2-slide-091-0000",
    "text": "Non-leaf procedure - example Factorial calculation C code int fact (int n){ if (n< 1) return 1: else return n * fact(n - 1): - Argument n in $a0  Result in $vO BK TP.HCM 49 Computer Architecture (c) Cuong Pham-Quoc/HCMUT",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_049.png",
      "page_index": 91,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:48+07:00"
    }
  },
  "CO2007-chapter-2-slide-092-0000": {
    "id": "CO2007-chapter-2-slide-092-0000",
    "text": "Non-leaf procedure - MIPS code fact: addi $sp, $sp, -8 # adjust stack for 2 items $ra,4($sp) sW # save return address No recursive call $a0,0($sp) sW # save argument - No change in $aO & slti $tO,$aO,1 # test for n< 1 $ra beq $tO,$zero,L1  No need to restore addi $vO,$zero,1 # if so, result is 1 from stack addi $sp,$sp,8 # t pop 2 items from stack jr $ra # c and return L1: addi $aO, $aO, -1 # else decrement n jal fact # recursive call Iw $aO,O($sp) # restore original n Recursive call Iw $ra,4($sp) # and return address addi $sp,$sp,8 # pop 2 items from stack muI $vO,$aO,$vO # multiply to get result jr $ra # and return BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 50",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_050.png",
      "page_index": 92,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:53+07:00"
    }
  },
  "CO2007-chapter-2-slide-093-0000": {
    "id": "CO2007-chapter-2-slide-093-0000",
    "text": "Exercise Write corresponding MIPS code for the following function void strcpy (char x[],char y[]){ int i: i = 0: while ((x[i]=y[i])!='0' i += 1: - Addresses of x, y in $aO,$a1 - i in$sO  Ascii code ofO' is 0 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 51",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_051.png",
      "page_index": 93,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:56+07:00"
    }
  },
  "CO2007-chapter-2-slide-094-0000": {
    "id": "CO2007-chapter-2-slide-094-0000",
    "text": "MACHINE INSTRUCTIONS BK TP.HCM 52",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_052.png",
      "page_index": 94,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:30:57+07:00"
    }
  },
  "CO2007-chapter-2-slide-095-0000": {
    "id": "CO2007-chapter-2-slide-095-0000",
    "text": "Machine instructions  Instructions are encoded in binary  Called machine code MIPS instructions  Encoded as 32-bit instruction words - Small number of formats encoding operation code (opcode), register numbers, .. - Regularity! Representing instructions:  Instruction format: R, I, and J  Opcode: predefined (check the reference card)  Operands:  Register numbers: predefined (check the reference card) Immediate: integer to binary  Memory operands: offset + base register BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 53",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_053.png",
      "page_index": 95,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:00+07:00"
    }
  },
  "CO2007-chapter-2-slide-096-0000": {
    "id": "CO2007-chapter-2-slide-096-0000",
    "text": "Instruction formats MIPS machine instructions use one of three formats  R-format: encoding all-register-operands instructions and two shift instructions  add $s0,$s1, $s2 # all operand are registers sll $sO,$s1,4 # shift instruction  I-format: encoding instructions with one operand different from registers except: sll, srl, j, and jal addi $s0, $s1,100 #immediate lw $s1,100($s0) #memory operand - J-format: encoding j and jal  j Label1 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 54",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_054.png",
      "page_index": 96,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:04+07:00"
    }
  },
  "CO2007-chapter-2-slide-097-0000": {
    "id": "CO2007-chapter-2-slide-097-0000",
    "text": "R-format instructions op rs rt rd shamt funct 6 bits 5 bits 5 bits 5 bits 5 bits 6 bits op: always 0 for R-format instructions - 6 bits for all formats rs: first source register number rt: second source register number  rd: destination register number  shamt: shift amount (0 for non-shift instructions) funct: identify operators BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 55",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_055.png",
      "page_index": 97,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:07+07:00"
    }
  },
  "CO2007-chapter-2-slide-098-0000": {
    "id": "CO2007-chapter-2-slide-098-0000",
    "text": "Register numbers  & some function fields Register Number Register Number Register Number $zero 0 $t0-$t7 8-15 $gp 28 $at 1 $s0-$s7 16-23 $sp 29 $v0-$v1 $+8-$+9 $fp 2-3 24-25 30 $a0-$a3 $k0-$k1 $ra 3 4-7 26-27 31 Instruction Function field Instruction Function field add 0x20 (32) sub 0x22 (34) and 0x24 (36) 0x25 (37) or 0x28 (39) jr 0x08 (8) nor sll 0x00 (0) srl Ox02 (2) slt 0x2A(42) sltu 0x2B (43) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 56",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_056.png",
      "page_index": 98,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:12+07:00"
    }
  },
  "CO2007-chapter-2-slide-099-0000": {
    "id": "CO2007-chapter-2-slide-099-0000",
    "text": "Example-1 Question: what is machine code of following instruction add $tO,$s1,$s2 T T Answer: rd rs rt - R-format is used to encode the above instruction 0 17 18 8 0 32 000000 10001 10010 01000 00000 100000  Machine code: 0x02324020 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 57",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_057.png",
      "page_index": 99,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:15+07:00"
    }
  },
  "CO2007-chapter-2-slide-100-0000": {
    "id": "CO2007-chapter-2-slide-100-0000",
    "text": "Example-2 Question: what is the assembly instruction of the following MIPS machine code 0000_0000_0001_0000_0101_0001_0000_0000 Answer: - Opcode (the 6 high-significant bits) is 0 => an R-format instruction 000000 00000 10000 01010 00100 000000 - Function field is 0 = a sll instruction - The assembly instruction: sll $t2, $sO, 4 Note: shift instructions don't use the rs field BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 58",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_058.png",
      "page_index": 100,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:18+07:00"
    }
  },
  "CO2007-chapter-2-slide-101-0000": {
    "id": "CO2007-chapter-2-slide-101-0000",
    "text": "MlPS I-format Instructions op rs rt constant or address 6 bits 5 bits 5 bits 16 bits op: specific values for instructions beq $s0,$s1,L1 rs: source or base address register (no destination) - First source register in 2 source register instructions rt: source or destination register  Second source register in 2 source register instructions BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 59",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_059.png",
      "page_index": 101,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:20+07:00"
    }
  },
  "CO2007-chapter-2-slide-102-0000": {
    "id": "CO2007-chapter-2-slide-102-0000",
    "text": "Some opcode fields Instruction Opcode field Instruction Opcode field addi 0x08 (8) addiu 0x09 (9) Ibu 0x24 (36) lhu 0x25 (37) Ib 0x20 (32) Ih 0x21 (33) Iw 0x23 (35) 0x2B (43) sW sb 0x28 (40) sh 0x29 (41) slti 0x0A (10) sltiu Ox0B (11) andi OxOC (12) ori 0x0D (13) beq 0x04 (4) bne 0x05 (5) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 60",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_060.png",
      "page_index": 102,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:25+07:00"
    }
  },
  "CO2007-chapter-2-slide-103-0000": {
    "id": "CO2007-chapter-2-slide-103-0000",
    "text": "Example-1 Question: what is machine code of following instruction lw$tO,32($s3) T T Answer: rt (destination) rs (base register)  I-format is used to encode the above instruction 35 19 8 32 100011 10011 01000 0000 0000 0010 0000  Machine code: 0x8E680020 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 61",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_061.png",
      "page_index": 103,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:28+07:00"
    }
  },
  "CO2007-chapter-2-slide-104-0000": {
    "id": "CO2007-chapter-2-slide-104-0000",
    "text": "Example-2 Question: what is the assembly instruction of the following MIPS machine code 1010 1101 0010 1000 0000 0000 0110 0100 Answer: - Opcode  0 (not j and jal) => an I-format 101011 01001 01000 0000 0000 0110 0100  Opcode = 101011 => sw instruction - The assembly instruction: sw $t0, 100($t1) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 62",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_062.png",
      "page_index": 104,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:30+07:00"
    }
  },
  "CO2007-chapter-2-slide-105-0000": {
    "id": "CO2007-chapter-2-slide-105-0000",
    "text": "Exercise Write MIPS code for the following C code, then translate the MIPS code to machine code. Assume that $t1 stores the base of array A (array of integers) and $s2 stores h int A[301] int h: A[300] = h + A[300]- 2: BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 63",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_063.png",
      "page_index": 105,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:32+07:00"
    }
  },
  "CO2007-chapter-2-slide-106-0000": {
    "id": "CO2007-chapter-2-slide-106-0000",
    "text": "Branch & jump addressing Question: how can we represent labels in conditional branch and unconditional jump instructions? Answer: use addressing methods Cannot representing label names Calculate distance between the current instruction to the label PC-relative addressing (Pseudo) direct addressing BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 64",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_064.png",
      "page_index": 106,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:35+07:00"
    }
  },
  "CO2007-chapter-2-slide-107-0000": {
    "id": "CO2007-chapter-2-slide-107-0000",
    "text": "PC-relative addressing Use for encoding bne and beg instructions Target address (the instruction associated with the label) calculated based on Pc - program counter register  PC is already increased by 4 target address = PC + address field x 4  When encoding branch conditional instructions, address field should be calculated by target address - PC address field = 4  The number of instructions from PC to the label BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 65",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_065.png",
      "page_index": 107,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:37+07:00"
    }
  },
  "CO2007-chapter-2-slide-108-0000": {
    "id": "CO2007-chapter-2-slide-108-0000",
    "text": "Example-1  Question: given the following MIPS code, what is the machine code for the conditional branch instruction? bne $s3,$s4,Else <- X add $sO,$s1,$s2 j Exit Else: sub $sO,$s1,$s2 <- X + 12  Answer: Exit:  I-format is used - Assume that the bne instruction is stored at address x  PC = x + 4 when processing the bne instruction (x +12) -(x +4) = 2 target address = x + 12 => address field = 4 5 19 20 2 Machine code: 0x16740002 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 66",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_066.png",
      "page_index": 108,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:42+07:00"
    }
  },
  "CO2007-chapter-2-slide-109-0000": {
    "id": "CO2007-chapter-2-slide-109-0000",
    "text": "Example-2  Question: given the following MIPS code, what is the machine code for the conditional branch instruction? Label: addi $tO, $tO,-1 bne $tO,$t1,Label <- X add $tO,$tO,$s1  Answer:  I-format is used  Assume that the bne instruction is stored at address x  PC = x + 4 when processing the bne instruction (x - 4) -(x +4) target address = x - 4 => address field =  - 2 4 5 8 9 -2 16-bit 2's complement Machine code: Ox1611FFFE BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 67",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_067.png",
      "page_index": 109,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:45+07:00"
    }
  },
  "CO2007-chapter-2-slide-110-0000": {
    "id": "CO2007-chapter-2-slide-110-0000",
    "text": "J-format instructions PC-relative and I-format not good enough op address 6 bits 26 bits J-format is used for j and jal instructions only - opcode: 2 for j; 3 for jal  address: used for calculate target address of jump instructions target address = {Pc[31 : 28],address[25 : 0],002}  Need full address of instructions BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 68",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_068.png",
      "page_index": 110,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:48+07:00"
    }
  },
  "CO2007-chapter-2-slide-111-0000": {
    "id": "CO2007-chapter-2-slide-111-0000",
    "text": "Example  Question: given the following MIPS code, what is the machine code for the unconditional jump instruction if the first instruction is stored at memory location 80000? Label: addi $tO,$tO,-1 bne$tO,$t1,Exit j Label Exit:  Answer:  J-format is used PC = 80012 when processing the j instruction => PC[31 : 28] = 0000 target address = 80000 = {00002,address field,002} 80000 - address field = = 20000 4 2 20000 - Machine code: 0x08004E20 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 69",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_069.png",
      "page_index": 111,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:52+07:00"
    }
  },
  "CO2007-chapter-2-slide-112-0000": {
    "id": "CO2007-chapter-2-slide-112-0000",
    "text": "Exercise Decide the machine code of the following sequence. Assume that the first instruction (start label) is stored at memory address OxFC00O00C 0xFC00000C start: add $sO,$s1,$s2 0xFC000010 loop: addi$tO,$tO,-1 sw $tO,4($t2) 0xFC000014 bne $tO,$t3,loop 0xFC000018 j start 0xFC00001C BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 70",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_070.png",
      "page_index": 112,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:54+07:00"
    }
  },
  "CO2007-chapter-2-slide-113-0000": {
    "id": "CO2007-chapter-2-slide-113-0000",
    "text": "Branching far-away If branch target is too far to encode with 16-bit offset, assembler rewrites the code Example beq $s0,$s1,L1 bne$sO,$s1,L2 j L1 L2: BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 71",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_071.png",
      "page_index": 113,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:56+07:00"
    }
  },
  "CO2007-chapter-2-slide-114-0000": {
    "id": "CO2007-chapter-2-slide-114-0000",
    "text": "Summary MIPS ISA - 3 types of operands - 5 groups of instructions Procedure call Machine code - 3 formats  Addressing methods BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 72",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_072.png",
      "page_index": 114,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:31:58+07:00"
    }
  },
  "CO2007-chapter-2-slide-115-0000": {
    "id": "CO2007-chapter-2-slide-115-0000",
    "text": "The end Computer Engineering - CSE - HCMUT BK 73 TP.HCM",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_2/slide_073.png",
      "page_index": 115,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:01+07:00"
    }
  },
  "CO2007-chapter-3-slide-116-0000": {
    "id": "CO2007-chapter-3-slide-116-0000",
    "text": "COMPUTER ARCHITECTURE Chapter 3: Computer arithmetic BK Computer Engineering - CSE - HCMUT 1 TP.HCM",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_001.png",
      "page_index": 116,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:04+07:00"
    }
  },
  "CO2007-chapter-3-slide-117-0000": {
    "id": "CO2007-chapter-3-slide-117-0000",
    "text": "Outline Integer operations - Addition and subtraction Multiplication and division Floating-point numbers Representation  Operations and instructions BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 2",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_002.png",
      "page_index": 117,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:06+07:00"
    }
  },
  "CO2007-chapter-3-slide-118-0000": {
    "id": "CO2007-chapter-3-slide-118-0000",
    "text": "INTEGER OPERATIONS BK TP.HCM 3",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_003.png",
      "page_index": 118,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:07+07:00"
    }
  },
  "CO2007-chapter-3-slide-119-0000": {
    "id": "CO2007-chapter-3-slide-119-0000",
    "text": "Integer addition (0) (0) (1) (1) (0) (Carries 0 0 0 1 1 1 0 0 0 1 1 0 (0) 0 (0) 0 (0) (1 1) (1) 0 (0) 1  Example: 710 + 610 = 01112 + 01102 Overflow: result out of range - Adding +ve and -ve operands, no overflow  Adding two +ve operands . Overflow if result sign is 1  Adding two -ve operands  Overflow if result sign is 0 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 4",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_004.png",
      "page_index": 119,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:12+07:00"
    }
  },
  "CO2007-chapter-3-slide-120-0000": {
    "id": "CO2007-chapter-3-slide-120-0000",
    "text": "Integer subtraction Add negation (2's complement) of the second operand Example: 7 - 6 = 7 + (-6) = 01112 + 10102 = 00012 Overflow if result out of range  Subtracting two +ve or two -ve operands, no overflow - Subtracting +ve from -ve operand: -7 - 6 Overflow if result sign is 0  Subtracting -ve from +ve operand: 7 - (-6) Overflow if result sign is 1 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 5",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_005.png",
      "page_index": 120,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:15+07:00"
    }
  },
  "CO2007-chapter-3-slide-121-0000": {
    "id": "CO2007-chapter-3-slide-121-0000",
    "text": "Deal with Overflow Some languages (e.g., C) ignore overflow - Use MIPS addu, addui, subu instructions Other languages (e.g., Ada, Fortran) require raising an exception  Use MIPs add, addi, sub instructions - On overflow, invoke exception handler (hardware) Save PC in exception program counter (EPC) register  Jump to predefined handler address mfcO (move from coprocessor reg) instruction can retrieve EPC value, to return after corrective action BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 6",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_006.png",
      "page_index": 121,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:18+07:00"
    }
  },
  "CO2007-chapter-3-slide-122-0000": {
    "id": "CO2007-chapter-3-slide-122-0000",
    "text": "Hardware for multiplication Multiplicand multiplicand Shift left 1000 64 bits multiplier x  1001 1000 Multiplier 0000 64-bit ALU Shift right 0000 32 bits 1000 Product Control test product 1001000 Write 64 bits Length of product is the sum of operand lengths BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 7",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_007.png",
      "page_index": 122,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:21+07:00"
    }
  },
  "CO2007-chapter-3-slide-123-0000": {
    "id": "CO2007-chapter-3-slide-123-0000",
    "text": "Hardware operation Start m0 = 1 m0 = 0 1. m0? Multiplicand Shift left 64 bits 1a. Accumulate multiplicand to product Multiplier 64-bit ALU Shift right 32 bits 2. Shift multiplicand to the left 1 bit Product Shift multiplier to the right 1 bit Control test Write 64 bits 32 steps? no yes Initially 0 End m0: LSB bit of the multiplier BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 8",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_008.png",
      "page_index": 123,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:25+07:00"
    }
  },
  "CO2007-chapter-3-slide-124-0000": {
    "id": "CO2007-chapter-3-slide-124-0000",
    "text": "Example Using 4-bit numbers, calculate e 210 x 310 = 00102 x 00112 Iteration Step Multiplier Multiplicand Product 0 Initial values 0011 00000010 00000000 1 1a: 1 = Prod= Prod + Mcand 0011 0000 0010 00000010 2: Shift left Multiplicand 0011 0000 0100 0000 0010 3: Shift right Multiplier 0000 0000 0100 0000 0010 2 1a: 1 = Prod = Prod + Mcand 0001 0000 0100 00000110 2: Shift left Multiplicand 0001 00001000 0000 0110 3: Shift right Multiplier 0000 0000 1000 0000 0110 3 1: 0 => No operation 0000 00001000 0000 0110 2: Shift left Multiplicand 0000 0001 0000 0000 0110 3: Shift right Multiplier 0000 0001 0000 0000 0110 4 1: 0 = No operation 0000 0001 0000 0000 0110 2: Shift left Multiplicand 0000 00100000 0000 0110 3: Shift right Multiplier 0000 0010 0000 0000 0110 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 9",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_009.png",
      "page_index": 124,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:30+07:00"
    }
  },
  "CO2007-chapter-3-slide-125-0000": {
    "id": "CO2007-chapter-3-slide-125-0000",
    "text": "Optimized hardware Start Multiplicand (32 bit) m0 = 1 m0 = 0 1. m0? 1a. Accumulate Multiplicand to ALU 32 bit 32 MSB bits of product write Product 2. Shift the product 1 bit to the right Control (64 bit) shift right Multiplier 32 step? no yes Optimized in hardware usage; not in performance End BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 10",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_010.png",
      "page_index": 125,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:34+07:00"
    }
  },
  "CO2007-chapter-3-slide-126-0000": {
    "id": "CO2007-chapter-3-slide-126-0000",
    "text": "MiPS multiplication instructions Two 32-bit registers for product  HI: most-significant 32 bits  LO: least-significant 32-bits Instructions - mult rs, rt / multu rs, rt  64-bit product in Hl/LO - mfhi rd / mfIo rd Move from Hl/LO to rd Can test HI value to see if product overflows 32 bits - mul rd, rs, rt  ONLY least-significant 32 bits of product -> rd BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 11",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_011.png",
      "page_index": 126,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:36+07:00"
    }
  },
  "CO2007-chapter-3-slide-127-0000": {
    "id": "CO2007-chapter-3-slide-127-0000",
    "text": "Division Dividend 1000 Divisor 1001010 1001010 1000 10 10 2 2 -1000 -1000 1001 Quotient 1001 10 10 10 101 101 1010 n-bit operands yield n-bit 1010 -1000 -1000 quotient and remainder Reminder 10 10 10 2  Long division approach  Restoring divisor  if divisor  dividend bits  Do the subtract, and if remainder goes < 0, add divisor back  1 bit in quotient, subtract Signed division  Otherwise  Divide using absolute values 0 bit in quotient, bring down  Adjust sign of quotient and remainder as next dividend bit required BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 12",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_012.png",
      "page_index": 127,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:42+07:00"
    }
  },
  "CO2007-chapter-3-slide-128-0000": {
    "id": "CO2007-chapter-3-slide-128-0000",
    "text": "Hardware for division Start K Initially divisor 1. Deduct the value of divisoi in left half from the value of reminder reminder  0 reminder < 0 Divisor 2. Test reminder Shift right 64 bits 4. Accumulate divisor 3. Shift quotient to reminder & to the left 1 bit & shift quotient Quotient adjust LSB to 1 to the left 1 bit 64-bit ALU Shift left 32 bits Remainder Control 5. Shift divisor to the right 1 bit Write test 64 bits 1 33 step? no yes Initially dividend End BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 13",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_013.png",
      "page_index": 128,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:46+07:00"
    }
  },
  "CO2007-chapter-3-slide-129-0000": {
    "id": "CO2007-chapter-3-slide-129-0000",
    "text": "Example Using 4-bit numbers, calculate e 710 * 210 = 01112 : 00102 Iteration Step Quotient Divisor Remainder 0 Initial values 0000 0010 0000 0000 0111 1: Rem = Rem - Div 0000 0010 0000 @110 0111 1 2b: Rem < 0 => +Div,sIl Q,QO= 0 0000 0010 0000 0000 0111 3: Shift Div right 0000 0001 0000 0000 0111 1: Rem = Rem - Div 0000 0001 0000 111 0111 2 2b: Rem < 0 => +Div,sll Q,QO = 0 0000 0001 0000 0000 0111 3: Shift Div right 0000 0000 1000 0000 0111 1: Rem = Rem - Div 0000 0000 1000 0111 1111 3 2b: Rem < 0 => +Div,slI Q,Q0 = 0 0000 0000 1000 0000 0111 3: Shift Div right 0000 0000 0100 0000 0111 1: Rem = Rem - Div 0000 0000 0100 0000 0011 4 2a: Rem Z 0 => sll Q,Q0 = 1 0001 0000 0100 0000 0011 3: Shift Div right 0001 0000 0010 0000 0011 1: Rem = Rem - Div 0001 0000 0010 0000 0001 5 2a: Rem  0 => sll Q,Q0 = 1 0011 0000 0010 0000 0001 3: Shift Div right 0011 0000 0001 0000 0001 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 14",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_014.png",
      "page_index": 129,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:54+07:00"
    }
  },
  "CO2007-chapter-3-slide-130-0000": {
    "id": "CO2007-chapter-3-slide-130-0000",
    "text": "Optimized hardware Start 1. Shift reminder to the left 1 bit divisor Deduct divisor from 32 MSB bits of reminder (32 bit) reminder  0 reminder < 0 2. Test reminder ALU 32 bit 3.Adjust the LSB bit 4.Restore 32 MSB bits dividend of reminder to 1 of reminder shift left reminder control (64 bit) reminder quotient 32 step? no yes End BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 15",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_015.png",
      "page_index": 130,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:32:58+07:00"
    }
  },
  "CO2007-chapter-3-slide-131-0000": {
    "id": "CO2007-chapter-3-slide-131-0000",
    "text": "MipS division instructions Use HI/LO registers for result - Hl: 32-bit remainder  L0: 32-bit quotient Instructions - div rs, rt / divu rs, rt  No overflow or divide-by-0 checking What are values in HI/LO if divisor is 0? Software must perform checks if required - Use mfhi, mflo to access result BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 16",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_016.png",
      "page_index": 131,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:00+07:00"
    }
  },
  "CO2007-chapter-3-slide-132-0000": {
    "id": "CO2007-chapter-3-slide-132-0000",
    "text": "FLOATING POINT NUMBERS BK TP.HCM 17",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_017.png",
      "page_index": 132,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:02+07:00"
    }
  },
  "CO2007-chapter-3-slide-133-0000": {
    "id": "CO2007-chapter-3-slide-133-0000",
    "text": "Floating point Representation for non-integral numbers - Including very small and very large numbers Like scientific notation - Not normalized: 0.002 x 10-4; 987.6 x 103 In binary In ANSI C: float or double BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 18",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_018.png",
      "page_index": 133,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:04+07:00"
    }
  },
  "CO2007-chapter-3-slide-134-0000": {
    "id": "CO2007-chapter-3-slide-134-0000",
    "text": "Floating point standard Defined by lEEE Std 754-1985 (IEEE-754) Developed in response to divergence of representations  Portability issues for scientific code Now almost universally adopted Two representations - Single precision (32-bit): float (C) - Double precision (64-bit): double (C) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 19",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_019.png",
      "page_index": 134,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:06+07:00"
    }
  },
  "CO2007-chapter-3-slide-135-0000": {
    "id": "CO2007-chapter-3-slide-135-0000",
    "text": "lEEE-754 format single: 8 bits single: 23 bits double: 11 bits double: 52 bits S Exponent Fraction S: sign bit (0 = non-negative, 1 = negative) Normalize significand: 1.0  significand < 2.0 - Always has a leading pre-binary-point 1 bit, so no need to represent it explicitly (hidden bit)  Significand is Fraction with the \"1.\" restored: 0  Fraction < 1.0 Exponent = actual exponent + Bias  Ensures exponent is unsigned  Single: Bias = 127; Double: Bias = 1023 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 20",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_020.png",
      "page_index": 135,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:09+07:00"
    }
  },
  "CO2007-chapter-3-slide-136-0000": {
    "id": "CO2007-chapter-3-slide-136-0000",
    "text": "Example Question: What is the decimal value of the floating point number 0x414C0000? Answer: 0x414C0000 => single precision S = 0; Exponent = 1000_0010, = 130; BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 21",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_021.png",
      "page_index": 136,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:12+07:00"
    }
  },
  "CO2007-chapter-3-slide-137-0000": {
    "id": "CO2007-chapter-3-slide-137-0000",
    "text": "Single precision range Exponents 00000000 and 11111111 reserved Smallest value Exponent: 00000001 = actual exponent = 1 - 127 = -126  Fraction: 000...00 => significand = 1.0 1.0 x 2-126 Largest value exponent: 11111110 => actual exponent = 254 - 127 = +127  Fraction: 111...11 = significand  2.0 2.0 x 2127   3.4 x 1038 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 22",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_022.png",
      "page_index": 137,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:15+07:00"
    }
  },
  "CO2007-chapter-3-slide-138-0000": {
    "id": "CO2007-chapter-3-slide-138-0000",
    "text": "Double precision range Exponents 0000...00 and 1111...11 reserved Smallest value Exponent: 00000000001 = actual exponent = 1 - 1023 = -1022  Fraction: 000...00 = significand = 1.0 1.0 x 2-1022 Largest value  Exponent: 11111111110 => actual exponent = 2046 - 1023 = +1023  Fraction: 111...11 => significand  2.0 2.0 X 21023 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 23",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_023.png",
      "page_index": 138,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:17+07:00"
    }
  },
  "CO2007-chapter-3-slide-139-0000": {
    "id": "CO2007-chapter-3-slide-139-0000",
    "text": "Convert to lEEE-754 Step 1: Decide S (1: negative; 0: positive) Step 2: Decide Fraction - Convert the integer part to Binary  Convert the fractional part to Binary  Adjust the integer and fractional parts according the Significand format (1.xxx) Step 3: Decide exponent BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 24",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_024.png",
      "page_index": 139,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:20+07:00"
    }
  },
  "CO2007-chapter-3-slide-140-0000": {
    "id": "CO2007-chapter-3-slide-140-0000",
    "text": "Example Question: what is the lEEE-754 representation of 12.75? Answer: - S=0; Exponent = 3 + 127 = 130 Fraction: 100_1100_0000_0000_0000_0000, 12.75 = 0x414C0000 IEEE-754 6.3 = ? lEEE-754 single precision BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 25",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_025.png",
      "page_index": 140,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:23+07:00"
    }
  },
  "CO2007-chapter-3-slide-141-0000": {
    "id": "CO2007-chapter-3-slide-141-0000",
    "text": "Floating point addition  Question: how to add two 4-digit decimal floating point numbers 9.999 x 101 + 1.610 x 10-1 Answer: do the following step 1. Align decimal points  Shift number with smaller exponent - 9.999 x 101 + 0.016 x 10l 2. Add significands - 9.999 x 101 + 0.016 x 101 = 10.015 x 10l 3. Normalize result & check for over/underflow - 1.0015 x 102 4. Round and renormalize if necessary  1.002 x 102 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 26",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_026.png",
      "page_index": 141,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:25+07:00"
    }
  },
  "CO2007-chapter-3-slide-142-0000": {
    "id": "CO2007-chapter-3-slide-142-0000",
    "text": "Floating point addition  Now consider a 4-digit binary example 1.000, x 2-1 + -1.110, x 2-2(0.5 + -0.4375) 1. Align binary points  Shift number with smaller exponent - 1.0002 x 2-1 + -0.1112 x 2-1 2. Add significands - 1.0002 x 2-1 + -0.1112 x 2-1 = 0.0012 x 2-1 3. Normalize result & check for over/underflow - 1.000, x 2-4, with no over/underflow 4. Round and renormalize if necessary - 1.000 x 2-4 (no change) = 0.0625 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 27",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_027.png",
      "page_index": 142,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:28+07:00"
    }
  },
  "CO2007-chapter-3-slide-143-0000": {
    "id": "CO2007-chapter-3-slide-143-0000",
    "text": "Floating pointer adder hardware Sign Exponent Fraction Sign Exponent Fraction Compare Small ALU exponents Exponent difference Step 1 0 Shift smaller Control Shift right number righi Add Step 2 Big ALU Step 3 Increment or Shift left or right decrement Normalize Step 4 Rounding hardware Round Sign Exponent Fraction BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 28",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_028.png",
      "page_index": 143,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:32+07:00"
    }
  },
  "CO2007-chapter-3-slide-144-0000": {
    "id": "CO2007-chapter-3-slide-144-0000",
    "text": "Floating point multiplication  Question: how to multiply two 4-digit decimal numbers 1.110 x 1010 x 9.200 x 10-5  Answer: do the following steps 1. Add exponents  For biased exponents, subtract bias from sum - New exponent =10 + -5 = 5 2. Multiply significands  1.110 x 9.200 = 10.212 => 10.212 x 10 3. Normalize result & check for over/underflow  1.0212 x 106 4. Round and renormalize if necessary  1.021 x 106 5. Determine sign of result from signs of operands - +1.021 x 106 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 29",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_029.png",
      "page_index": 144,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:35+07:00"
    }
  },
  "CO2007-chapter-3-slide-145-0000": {
    "id": "CO2007-chapter-3-slide-145-0000",
    "text": "Floating point multiplication  Now consider a 4-digit binary example 1.000, x 2-1 x -1.110, x 2-2 = (0.5 x -0.4375) Add exponents - Unbiased: -1 + -2 = - 3 - Biased: (-1 + 127) + (-2 + 127) = - 3 + 254 - 127 = - 3 + 127 Multiply significands  1.0002 x 1.1102 = 1.1102 => 1.1102 x 2-3  Normalize result & check for over/underflow  1.110, x 2-3 (no change) with no over/underflow  Round and renormalize if necessary  1.110, x 2-3 (no change  Determine sign: +ve X -ve => - ve - -1.1102 x 2-3 = - 0.21875 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 30",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_030.png",
      "page_index": 145,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:38+07:00"
    }
  },
  "CO2007-chapter-3-slide-146-0000": {
    "id": "CO2007-chapter-3-slide-146-0000",
    "text": "FP instructions in MIPS  Fp hardware is coprocessor 1 0x40F00000 => 7.5  Adjunct processor that extends the ISA => 1.089.470.464  Separate FP registers - 32 single-precision: $fO, $f1, ... $f31 - Paired for double-precision: $fO/$f1,$f2/$f3,...  Odd-number registers: right half of 64-bit floating-point numbers  FP instructions operate only on FP registers - Programs generally don't do integer ops on FP data, or vice versa - More registers with minimal code-size impact  Fp load and store instructions - Iwc1,Idc1,swc1,sdc1 e.g.,Idc1$f8,32($sp) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 31",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_031.png",
      "page_index": 146,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:41+07:00"
    }
  },
  "CO2007-chapter-3-slide-147-0000": {
    "id": "CO2007-chapter-3-slide-147-0000",
    "text": "FP instructions in MIPS  Single-precision arithmetic Write MIPS Code for following C code float a, b;//$f0 = a; $f1 = b  add.s, sub.s, mul.s, div.s if (a< b) a = a+b;  e.g.,add.s $fO,$f1,$f6 else a = a - b;  Double-precision arithmetic  add.d, sub.d, mul.d, div.d  e.g.,mul.d $f4,$f4,$f6  Single- and double-precision comparison - c.xx.s, c.xx.d (xx is eq, It, le,...)  Sets or clears FP condition-code bit  e.g.c.It.s $f3,$f4  Branch on FP condition code true or false  bc1t,bc1f e.g., bc1t TargetLabel BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 32",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_032.png",
      "page_index": 147,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:44+07:00"
    }
  },
  "CO2007-chapter-3-slide-148-0000": {
    "id": "CO2007-chapter-3-slide-148-0000",
    "text": "Example: *F to *C  C code: float f2c (float fahr{ return ((5.0/9.0)*(fahr - 32.0)): - fahr in $f12, result in $fO, literals in global memory space Compiled MIPS code: f2c:lwc1 $f16,const5($gp) Iwc1 $f18,const9($gp) div.s $f16,$f16,$f18 lwc1 $f18,const32($gp) sub.s $f18,$f12,$f18 mul.s $f0, $f16,$f18 jr $ra BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 33",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_033.png",
      "page_index": 148,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:47+07:00"
    }
  },
  "CO2007-chapter-3-slide-149-0000": {
    "id": "CO2007-chapter-3-slide-149-0000",
    "text": "FP machine instructions Name Format Example Comments add.s R 17 16 6 4 2 O add.s $f2,$f4,$f6 sub.s R 17 16 6 4 2 1 sub.s $f2,$f4,$f6 mul.s R 17 16 6 4 2 2 mul.s $f2,$f4,$f6 div.s R 17 16 6 4 2 3 div.s $f2,$f4,$f6 add.d R 17 17 6 4 2 0 add.d $f2.$f4.$f6 sub.d R 17 17 6 4 2 1 sub.d $f2,$f4,$f6 mul.d R 17 17 6 4 2 2 mul.d $f2.$f4.$f6 div.d R 17 17 6 4 2 3 div.d $f2,$f4,$f6 1wc1 I 49 20 2 100 1wc1 $f2,100($s4 swc1 I 57 20 2 100 swc1 $f2,100($s4) bc1t 1 17 8 1 25 bc1t 25 bc1f - 17 8 0 25 bc1f 25 c.lt.s R 17 16 4 2 0 60 c.lt.s $f2,$f4 c.lt.d R 17 17 4 2 0 60 c.lt.d $f2.$f4 Field size 6 bits 5 bits 5 bits 5 bits 5 bits 6 bits All MIPS instructions 32 bits BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 34",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_034.png",
      "page_index": 149,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:33:57+07:00"
    }
  },
  "CO2007-chapter-3-slide-150-0000": {
    "id": "CO2007-chapter-3-slide-150-0000",
    "text": "Accurate arithmetid IEEE Std 754 specifies additional rounding control  Extra bits of precision (guard, round, sticky)  Choice of rounding modes - Allows programmer to fine-tune numerical behavior of a computation Not all FP units implement all options - Most programming languages and FP libraries just use defaults Trade-off between hardware complexity, performance, and market requirements Who Cares About FP Accuracy? BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 35",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_035.png",
      "page_index": 150,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:00+07:00"
    }
  },
  "CO2007-chapter-3-slide-151-0000": {
    "id": "CO2007-chapter-3-slide-151-0000",
    "text": "Concluding remarks Bits have no inherent meaning - Interpretation depends on the instructions applied Computer representations of numbers  Finite range and precision Need to account for this in programs BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 36",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_036.png",
      "page_index": 151,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:02+07:00"
    }
  },
  "CO2007-chapter-3-slide-152-0000": {
    "id": "CO2007-chapter-3-slide-152-0000",
    "text": "The end Computer Engineering - CSE - HCMUT BK 37 TP.HCM",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_3/slide_037.png",
      "page_index": 152,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:05+07:00"
    }
  },
  "CO2007-chapter-4-slide-153-0000": {
    "id": "CO2007-chapter-4-slide-153-0000",
    "text": "COMPUTER ARCHITECTURE Chapter 4: Microarchitecture BK Computer Engineering - CSE - HCMUT 1 TP.HCM",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_001.png",
      "page_index": 153,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:07+07:00"
    }
  },
  "CO2007-chapter-4-slide-154-0000": {
    "id": "CO2007-chapter-4-slide-154-0000",
    "text": "Introduction CPU performance factors  Instruction count  Determined by ISA and compiler  CPI and Cycle time  Determined by CPu hardware We will examine two MiPs implementations  A simplified version: CPI = 1  A more realistic pipelined version: CPl  1  Simple subset, shows most aspects - Memory reference: Iw, sw - Arithmetic/logical: add, sub, and, or, slt - Control transfer: beq, j BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 2",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_002.png",
      "page_index": 154,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:10+07:00"
    }
  },
  "CO2007-chapter-4-slide-155-0000": {
    "id": "CO2007-chapter-4-slide-155-0000",
    "text": "Instruction execution 1. PC -> instruction memory (cache), fetch instruction 2. Register numbers -> registers file, read registers 3. Depending on instruction class 3,1, Use ALU to calculate Arithmetic result -> done Memory address for load/store -> 3.2 Branch target address -> 3.3 3.2. Access data memory for load/store 3.3. PC < target address or PC + 4 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 3",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_003.png",
      "page_index": 155,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:13+07:00"
    }
  },
  "CO2007-chapter-4-slide-156-0000": {
    "id": "CO2007-chapter-4-slide-156-0000",
    "text": "Execution stages 1. Instruction fetch (iF): PC -> instruction address 2. Instruction decode (iD): register operands -> register file 3. Execute (EXE)  Load/store: compute a memory address Arithmetic/logical: compute an arithmetic/logical result 4. Memory access (MEM) : - Load: read data memory - Store: write data memory 5. Write back (WB) : - Store a result of register file BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 4",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_004.png",
      "page_index": 156,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:16+07:00"
    }
  },
  "CO2007-chapter-4-slide-157-0000": {
    "id": "CO2007-chapter-4-slide-157-0000",
    "text": "Datapath - controller Datapath: contains information that is operated on by a functional unit - Instruction memory: contain instructions (iF) Registers file: 32 32-bit registers (ID & WB) - ALU: calculate arithmetic and logical operations (ExE)  Data memory: contain data (MEM) Control signals: used for multiplexer selection or for directing the operation of a functional unit Control unit Multiplexer BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 5",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_005.png",
      "page_index": 157,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:19+07:00"
    }
  },
  "CO2007-chapter-4-slide-158-0000": {
    "id": "CO2007-chapter-4-slide-158-0000",
    "text": "Datapath overview Add Add Data Register # PC Registers ALU Address Address Instruction Register # Data Instruction memory memory Register # Data BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 6",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_006.png",
      "page_index": 158,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:22+07:00"
    }
  },
  "CO2007-chapter-4-slide-159-0000": {
    "id": "CO2007-chapter-4-slide-159-0000",
    "text": "Multiplexer - MUX A A- 0 M C u C x B B S S S=0-> C=A S=1-C=B BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 7",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_007.png",
      "page_index": 159,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:25+07:00"
    }
  },
  "CO2007-chapter-4-slide-160-0000": {
    "id": "CO2007-chapter-4-slide-160-0000",
    "text": "Controller overview Branch M u x Add M Add u x ALU operation Data MemWrite Register # PC Address Instruction Registers ALU Address Register # M Zero Data Instruction u memory memory Register # X RegWrite Data MemRead Control BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 8",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_008.png",
      "page_index": 160,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:29+07:00"
    }
  },
  "CO2007-chapter-4-slide-161-0000": {
    "id": "CO2007-chapter-4-slide-161-0000",
    "text": "Building datapath Hardware components: 5 Read register 1 Read Instruction Register data 1 address Read numbers register 2 Data Instruction PC Add Sum Registers Write register Read Instruction Write data 2 memory Data Data RegWrite IF lD & WB ALU operation MemWrite Read Address data Zero 16 32 Sign- ALU ALU Data extend result Write memory data MemRead EXE MEM BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_009.png",
      "page_index": 161,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:35+07:00"
    }
  },
  "CO2007-chapter-4-slide-162-0000": {
    "id": "CO2007-chapter-4-slide-162-0000",
    "text": "Instruction fetch Main operations: fetching the next instruction from Instruction memory  Pc - instruction address  Instruction memory -> Add instruction (32 bits) 4  PC <- PC + 4 (using the Add component) Instruction PC 32 bit address Results: 32 bit Instruction  32 bits machine instruction Instruction (Instruction) memory  Address of the next instruction in PC BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 10",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_010.png",
      "page_index": 162,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:38+07:00"
    }
  },
  "CO2007-chapter-4-slide-163-0000": {
    "id": "CO2007-chapter-4-slide-163-0000",
    "text": "Instruction decode Main operations: Extract machine instructions  Results: - Values (32-bit) for the next stage  R-format, branch, and store: rs, rt - Registers -> values  I-format: rs -> Registers -> values & immediate -> sign-extend Add 5 bit Read register 1 32 bit Instruction PC 32 bit address Read data 1 5 bit Instruction Read register 2 32 bit 5 bit Instruction Write register 32 bit memory Read data 2 32 bit Write data Registers RegWrite Sign-extend 16 bit 32 bit BK TP.HCM 11",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_011.png",
      "page_index": 163,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:42+07:00"
    }
  },
  "CO2007-chapter-4-slide-164-0000": {
    "id": "CO2007-chapter-4-slide-164-0000",
    "text": "Instruction execution  Main operation  Results:  Arithmetic result/memory address (ALU - Calculate the arithmetic operations/ result) address of memory/register comparison  Comparison result (zero-output)  R-format and bne&beq: both PC+4 operands collected from Registers 2 I-format (except bne&beq): one Add Target address operands collected from Registers and one from sign-extend 4 bit ALU Operation 5 bit 32 bit Read register 1 Read data 1 oprd 1 Instruction 5 bit zero Read register 2 32 bit ALU 32 bit 5 bit ALU-result Write register Read data 2 XnW 32 bit 32 bit oprd2 Write data Register RegWrite Sign-extend 16 bit 32 bit BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 12",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_012.png",
      "page_index": 164,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:47+07:00"
    }
  },
  "CO2007-chapter-4-slide-165-0000": {
    "id": "CO2007-chapter-4-slide-165-0000",
    "text": "Memory access Main operations Results:  Load: get data from Data  Load: values of Data memory memory (Read data)  Store: write data from  Store: N/A Registers to Data memory 4 bit ALU Operation 5 bit 32 bit Read register 1 Read data 1 oprd 1 Instruction MemWrite 5 bit Read register 2 zero 32 bit ALU 32 bit 32 bit 5 bit Read Address ALU result data Write register Read data 2 32 bit 32 bit 32 bit xnW Write oprd 2 Write data data Data Register memory RegWrite MemRead BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 13",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_013.png",
      "page_index": 165,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:52+07:00"
    }
  },
  "CO2007-chapter-4-slide-166-0000": {
    "id": "CO2007-chapter-4-slide-166-0000",
    "text": "Write back Main operations: - Write values back to Registers (arithmetic/load) Result: - N/A 4 bit ALU Operation 5 bit 32 bit Read register 1 Read data 1 oprd 1 Instruction 5 bit MemWrite Read register 2 zero 32 bit ALU 32 bit 32 bit Read 5 bit ALU result Address data Write register xnW Read data 2 32 bit 32 bit 32 bit xnW Write oprd 2 Write data data Data Register memory MemRead RegWrite BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 14",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_014.png",
      "page_index": 166,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:34:56+07:00"
    }
  },
  "CO2007-chapter-4-slide-167-0000": {
    "id": "CO2007-chapter-4-slide-167-0000",
    "text": "Full datapath xnW 2 Add PCSrc Add 4 bit 5 bit ALU Operation 32 bit Read register 1 Instruction Read data 1 oprd 1 PC Address 32 bit 5 bit MemtoReg 32 bit zero MemWrite Instruction Read register 2 ALUSrc ALU 32 bit 5 bit 32 bit Read Instruction ALU result Address Write register data xnw memory Read data 2 xnW 32 bit 32 bit 32 bit Write oprd 2 Write data data Data memory Register MemRead RegWrite Sign-extend 16 bit 32 bit BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 15",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_015.png",
      "page_index": 167,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:35:01+07:00"
    }
  },
  "CO2007-chapter-4-slide-168-0000": {
    "id": "CO2007-chapter-4-slide-168-0000",
    "text": "Example Question: Assume that the processor is executing add $s0,$s1,$s2  Identify values of functional units' inputs/outputs Answer: - The machine code is: 000000_10001_10010_10000_00000_100000  Instruction memory:  Instruction address = PC (word address where we store the above instruction) Instruction = machine code  Registers: Read register 1 = 10001, => Read data 1 = content ($s1) Read register 2 = 10010, => Read data 2 = content ($s2) Write register = 10000, & Write data = content ($s1) + content ($s2)  ...sign-extend: input = 10000 00000 100000 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 16",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_016.png",
      "page_index": 168,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:35:04+07:00"
    }
  },
  "CO2007-chapter-4-slide-169-0000": {
    "id": "CO2007-chapter-4-slide-169-0000",
    "text": "Building controller Extracting bits from 32-bit instructions  Read register 1, Read register 2, and Write registers - Sign-extend  Control block Building a Control block:  Handling multiplexers  Handling control signals of functional units RegWrite MemRead MemWrite BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 17",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_017.png",
      "page_index": 169,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:35:07+07:00"
    }
  },
  "CO2007-chapter-4-slide-170-0000": {
    "id": "CO2007-chapter-4-slide-170-0000",
    "text": "Extracting bits Registers:  Read register 1  rs (instruction[25:21] - Read register 2  rt (instruction[20:16]) - Write register  rt/rd -> need a multiplexer  Sign-extend  address (instruction[15:0] 0 rt rd rs shamt funct R-type 31:26 25:21 20:16 15:11 10:6 5:0 Load/ 35 or 43 rs rt address Store 31:26 25:21 20:16 15:0 4 rs rt address Branch 31:26 25:21 20:16 15:0 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 18",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_018.png",
      "page_index": 170,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:35:11+07:00"
    }
  },
  "CO2007-chapter-4-slide-171-0000": {
    "id": "CO2007-chapter-4-slide-171-0000",
    "text": "Datapath with bit-selection 32 bit 32 bit 1 Add PCSrc Add [25:21] 32 bit Read register 1 Read data oprd 1 Instruction PC 32 bit address 32 bit [20:16] MemWrite zero Instruction Read register 2 ALUSrc MemtoReg ALU 0 32bit 32 bit Read 1 Instruction XNW H ALU result Address data  xnw [15:11] Write register memory Read data 2 0 32 bit 32 bit xnw Write oprd 2 0 Write data data RegDst Data 1 Registers 4 bit memory RegWrite ALUoperatiol MemRead [15:0] ALUop ALU control Sign-extend 16 bit 32 bit 32 bit [5:0] 6 bit BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 19",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_019.png",
      "page_index": 171,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:35:17+07:00"
    }
  },
  "CO2007-chapter-4-slide-172-0000": {
    "id": "CO2007-chapter-4-slide-172-0000",
    "text": "Control block Main function: handling Predefined ALU operation values multiplexers and functional Operator ALU Opeation and 0000 units' control signals or 0001 add - ALU: two levels of decoding 0010 sub 0110 slt 0111 Level 1: 6 bit opcode -> 2 bit ALUop  ALUop: Level 2: 2 bit ALUop (+ 6 - opcode -> add operator - bit function field) -> 4 bit ALUop = 00 ALU operation - opcode -> sub operator ->  Muxes and control signals ALUop = 01 of functional units (except - opcode -> unknown -> ALUop = 10 ALU): 6 bit opcode BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 20",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_020.png",
      "page_index": 172,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:35:20+07:00"
    }
  },
  "CO2007-chapter-4-slide-173-0000": {
    "id": "CO2007-chapter-4-slide-173-0000",
    "text": "Full microarchitecture 32 bit xnW 1 32 bit Add PCSrc Add Branch [31:26] Control unit RegWrite [25:21] 32 bit Read register 1 Instruction Read oprd 1 PC address [20:16] data 1 32 bit 32 ASSSSE bit zerc MemWrite Instruction Read register 2 oxnw ALU Read 32 32 bit HXNW o Instruction ALU Address Write register data memory [15:11] Read oXnW result data 2 32 bit 32bit oprd 2 Write Write data data Data RegD Register 4 bit memory ALU Opleration MemRead [15:0] ALU Sign Control 16 bit extend ALUOp 32 bit 32 bit [5:0] 6`bit BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 21",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_021.png",
      "page_index": 173,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:35:28+07:00"
    }
  },
  "CO2007-chapter-4-slide-174-0000": {
    "id": "CO2007-chapter-4-slide-174-0000",
    "text": "Exercise Question: assume that registers store values of two times their numbers, for instance $s1 stores values of 17 x 2 = 34, please identify: 1. Which functional units contribute to the processing of following instructions 2. Values of inputs/outputs of functional units when processing following instructions 3. Values of control signals when processing following instructions - add $t0,$t1,$t2  addi $s0,$s1,100 - lw $s0,100($s2) # memory word at address 136 stores values of 2021 - sw $s0,100($s2  beq $s1,$sO,L1 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 22",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_022.png",
      "page_index": 174,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:35:31+07:00"
    }
  },
  "CO2007-chapter-4-slide-175-0000": {
    "id": "CO2007-chapter-4-slide-175-0000",
    "text": "Unconditional jump instructions Chapter 2: update Pc with concatenation of  Top 4 bits of old PC 26-bit jump address PC ={PC31:28Laddress,00} - 00 One more way to update Pc => Need a multiplexer & an extra control signal decoded from opcode 2 address Jump 31:26 25:0 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 23",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_023.png",
      "page_index": 175,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:35:34+07:00"
    }
  },
  "CO2007-chapter-4-slide-176-0000": {
    "id": "CO2007-chapter-4-slide-176-0000",
    "text": "Datapath with Jumps added 32 bit xnw [8Z:T€](v+Od) 2 Add 1 H!ys Jump Add [25:0] Shift Pstse left 2 ...... 4 32 bit ...... Branch [31:26] Control unit .. . RegWrite [25:21] 32 bit Read register1 Instruction Read data 1 oprd 1 PC 32 bit address 32 Hit [20:16] MemWrite ASLSTC zero Instruction :Readregister 2 0 ALU 32 bit 32 bit Read Instruction xnW ALU result Address data xnw o [15:11] Write register memory 0 Read data 2 1 xnW 32 bit 32 bit Write Write data oprd data Data RegDst Registers 4 bit Memory ALU Operation .......... MemRead [15:0] ALU Control :Sign-extend ALUOP 16 bit 32 bit 32 bit [5:0] 6 bit BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 24",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_024.png",
      "page_index": 176,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:35:41+07:00"
    }
  },
  "CO2007-chapter-4-slide-177-0000": {
    "id": "CO2007-chapter-4-slide-177-0000",
    "text": "Performance issue Simplified version (CPl = 1): every instruction executed in only one cycle - Longest delay determines clock period  What is the longest instruction? Instruction memory -> register file > AlU -> data memory > register file Not feasible to vary period for different instructions We will improve performance by pipelining BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 25",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_025.png",
      "page_index": 177,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:35:44+07:00"
    }
  },
  "CO2007-chapter-4-slide-178-0000": {
    "id": "CO2007-chapter-4-slide-178-0000",
    "text": "Pipelining analogy Pipeline laundry: 6PM 7 8 9 10 11 12 1 2AM Overlapping execution Time Task order Improving performance A (time for entire group) B C Four loads D 6PM 7 8 9 10 11 12 1 2AM  Speed-up = 2.3X Time Not impressive Task order OM A Non-stop (#loads -> co) B C - Speed-up? D Number of stages BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 26",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_026.png",
      "page_index": 178,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:35:48+07:00"
    }
  },
  "CO2007-chapter-4-slide-179-0000": {
    "id": "CO2007-chapter-4-slide-179-0000",
    "text": "MIPS pipeline Five stages, one step per stage 1. Instruction fetch (iF): PC -> instruction address 2. Instruction decode (iD): register operands -> register file 3. Execute (EXE):  Load/store: compute a memory address Arithmetic/logical: compute an arithmetic/logical result 4. Memory access (MEM):  Load: read data memory Store: write data memory 5. Write back (WB): Store a result of register file BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 27",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_027.png",
      "page_index": 179,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:35:51+07:00"
    }
  },
  "CO2007-chapter-4-slide-180-0000": {
    "id": "CO2007-chapter-4-slide-180-0000",
    "text": "Pipeline performance Assume time for stages is 100ps for register read or write (ID & WB) 200ps for other stages (IF, EXE,& MEM) Compare  pipelined datapath with single-cycle datapath nstruction Instr Register ALU op Memory Register Total fetch read access write time 200ps 100 ps 200ps Iw 200ps 100 ps 800ps 200ps 100 ps 200ps 200ps 700ps sW 200ps 100 ps 200ps 100 ps 600ps R-format beq 200ps 100 ps 200ps 500ps BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 28",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_028.png",
      "page_index": 180,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:35:56+07:00"
    }
  },
  "CO2007-chapter-4-slide-181-0000": {
    "id": "CO2007-chapter-4-slide-181-0000",
    "text": "Pipeline performance Program execution 200 400 600 800 1000 1200 1400 1600 1800 Time order (in instructions) Single-cycle(Tc = 800ps) lw $1,100($0) Instruction Data Reg ALU Reg fetch access lw $2,200($0) Instruction Data 800 ps Reg ALU Reg fetch access lw $3,300($0) Instruction 800 ps fetch 800 ps Program execution 200 400 600 800 1000 1200 1400 Time order (in instructions) Pipeline(Tp = 200ps) Instruction Data lw $1,100($0) Reg ALU Reg fetch access Instruction Data lw $2,200($0)  200 ps Reg ALU Reg fetch access Instruction Data lw $3,300($0) 200 ps Reg ALU Reg fetch access 200 ps 200 ps  200 ps 200 ps 200 ps BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 29",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_029.png",
      "page_index": 181,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:36:05+07:00"
    }
  },
  "CO2007-chapter-4-slide-182-0000": {
    "id": "CO2007-chapter-4-slide-182-0000",
    "text": "Pipeline speed-up time bw instructionsingle-cycle time of single-cycle speed-up = time of pipelined If all stages are balanced: - speed_up = number of pipe stages If not balanced, speedup is less Source of speedup Throughput increased  Latency (time for each instruction) does not decrease Sometimes increased BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 30",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_030.png",
      "page_index": 182,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:36:07+07:00"
    }
  },
  "CO2007-chapter-4-slide-183-0000": {
    "id": "CO2007-chapter-4-slide-183-0000",
    "text": "Pipeline datapath IF: Fetch an instruction D: Decode the instruction EX: Compute a result or MEM: Access WB: Write the & access registers an address of memory memory 1 result back 1 32 bit 32 bit Add Add [25:21] 32 bit oXNWH Instruction Read register 1 Read data 1 1 oprd 1 MemtoReg address PC 32 bit [20:16] MemWrite 32 bit Instruction Read register 2 AL USrc zero - 0 ALU 32bit 32 bit Read 1 Instruction xnw ALU result Address [15:11] Write register data xnW PCSrc memory 0 Read data 2 xnW 32 bit 32 bit 1 Write oprd 2 0 Write data data Data Reg isters 1 RegDst 4 bit Memory Reg Write ALU Operatior MemRead - - [15:0] - ALUOp ALU Control Sign-extend 16 bit 32 bit 1 1 1 32 bit 1 1 1 1 1 [5:0] 6`bit BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 31",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_031.png",
      "page_index": 183,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:36:16+07:00"
    }
  },
  "CO2007-chapter-4-slide-184-0000": {
    "id": "CO2007-chapter-4-slide-184-0000",
    "text": "Instructions execution Time (in clock cycles) CC1 CC2 CC3 CC4 CC5 CC6 CC7 I - lw $s1,10($s0) IM REG DM REG 1w $s2,20($s0) REG IM DM REG 1 - - - - - lw $s2,30($s0) IM REG DM REG Multi-Cycle Pipeline Diagram How can we keep data when stages are not balanced? BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 32",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_032.png",
      "page_index": 184,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:36:21+07:00"
    }
  },
  "CO2007-chapter-4-slide-185-0000": {
    "id": "CO2007-chapter-4-slide-185-0000",
    "text": "Wholesale market example - 10 10 10 weight = 100kg weight = 1ton weight = 1ton weight = 100kg time = 15minutes time = 1hour time = 1hour time = 15minutes Trucks move forward when completed  Accident at the Apple store - Barriers can help: open every hour (cycle BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 33",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_033.png",
      "page_index": 185,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:36:25+07:00"
    }
  },
  "CO2007-chapter-4-slide-186-0000": {
    "id": "CO2007-chapter-4-slide-186-0000",
    "text": "Pipeline registers Barriers in wholesale markets > Registers in digital circuits IF/ID ID/EX EX/MEM MEM/WB 2 Add Add [25:21] oXnW Read register 1 Instruction Read oprd1 data : MemtoReg PC 32 bit address [20:16] MemWrite Read register 2 zero Instruction ALUSrc oXnWH ALU Read -xnw o Instruction Result Address 15:11] Write register data PCSrc Memory Read oXNW H data 2 Write Write data oprd2 data Data RegDstl Registers 4 bit Memory ALU Operation RegWrite MemRead [15:0] ALU Sign Control extend 32 bit ALUOp 16 bit [5:0] 32 bit BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 34",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_034.png",
      "page_index": 186,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:36:30+07:00"
    }
  },
  "CO2007-chapter-4-slide-187-0000": {
    "id": "CO2007-chapter-4-slide-187-0000",
    "text": "Example Question: Given the following MIPS sequence: 1.lw $s0,20($s1) 2.sub $t2,$s2,$s3 3.add $t3,$s3,$s4 4.lw $t4,24($s1) 5.add $t5,$s5,$s6 Assume that the sequence is executed by a 5-stage pipelined MIPS processor a) [ Draw a multi-cycle pipeline diagram for the sequence previous slide BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 35",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_035.png",
      "page_index": 187,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:36:34+07:00"
    }
  },
  "CO2007-chapter-4-slide-188-0000": {
    "id": "CO2007-chapter-4-slide-188-0000",
    "text": "Multi-cycle pipeline diagram - - - - - CC1 CC2 CC3 CC4 CC5 CC6 CC7 CC8 CC9 - - - - 1 1 - - lw $s0, 20($s1) IM REG DM REG - - - - - - - - - - - . . - - - - - - - -- - sub $t2, $s2, $s3 : IM - REG - DM REG - - - - 1 - 1 - - - - - - -- - add St3, Ss3, Ss4 IM REG DM REG 1 - - - - - - - - 1 I - - = - - - lw $t4, 24($s1) IM - REG DM REG - - - 1 - 1 1 I - 1 - add $t5, $s5, $s6 - IM - REG DM - REG - - - - - - - - BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 36",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_036.png",
      "page_index": 188,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:36:54+07:00"
    }
  },
  "CO2007-chapter-4-slide-189-0000": {
    "id": "CO2007-chapter-4-slide-189-0000",
    "text": "Single-cycle pipeline diagram add $t5, $s5, $s6 lw $t4, 24($s1) add $t3, $s3, $s4 sub s $t2, $s2, $s3 lw $s0, 20($sl) IF/ID ID/EX EX/MEM MEM/WB Add Add A [25:21] oXnW Instruction Read register 1 Read oprd1 MemtoReg PC 32 bit address data 1 [20:16] MemWrite Instruction Read register 2 zero ALUSrc oxnw ALU Read Instruction Resulth Address data Xnw o Write register PCSrc Memory Read oXNW data 2 Write Write data oprd2 data Data RegDstl Registers Memory 4 bit ALU Operation RegWrite MemRead [15:0] ALU Sign ALUOp Control Anything wrong? extend 16 bit 32 bit [5:0] 32 bit BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 37",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_037.png",
      "page_index": 189,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:37:00+07:00"
    }
  },
  "CO2007-chapter-4-slide-190-0000": {
    "id": "CO2007-chapter-4-slide-190-0000",
    "text": "Corrected pipeline datapath IF/ID ID/EX EX/MEM MEM/WB 2 Add Add [25:21] oXnW Read register 1 Read Address oprd 1 MemtoReg PC data 1 32 bit [20:16] MemWrite Read register 2 zero Instruction ALUSrc ALU Read Instruction Write register Result Address data XNWo PCSrc Memory Read oXnW data 2 Write Write data oprd 2 data Data Registers 1 4 bit Memory ALU Operation RegWrite MemRead [15:0] Sign ALU Control extend 16 bit 32 bit ALUOp [5:0] [20:16]  [15:11] RegDst BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 38",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_038.png",
      "page_index": 190,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:37:05+07:00"
    }
  },
  "CO2007-chapter-4-slide-191-0000": {
    "id": "CO2007-chapter-4-slide-191-0000",
    "text": "Example of lw -lF lw IF/ID ID/EX EX/MEM MEM/WB 2 Add Add [25:21] oXnW Read register 1 Read oprd1 Address data 1 MemtoReg PC 32 bit [20:16] MemWrite Read register 2 zero Instruction ALUSrc ALU Read HXNW g Instruction Write register Result Address data PCSrc Memory Read oXNW  data 2 Write oprd2 0 Write data data Data Registers 4 bit Memory ALU Operation RegWrite MemRead [15:0] Sign ALU ALUOp Control extend 16 bit 32 bit [5:0] 0 XNWH [20:16]  [15:11] RegDst BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 39",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_039.png",
      "page_index": 191,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:37:11+07:00"
    }
  },
  "CO2007-chapter-4-slide-192-0000": {
    "id": "CO2007-chapter-4-slide-192-0000",
    "text": "Example of lw -ID lw IF/ID ID/EX EX/MEM MEM/WB 2 Add Add [25:21] oXNWH Read register 1 Read oprd1 Address data 1 MemtoReg PC MemWrite 32 bit [20:16] zero Instruction Read register 2 ALUSrc ALU Read HXNW o Instruction Write register Result Address data PCSrc Memory Read oXnW data 2 Write oprd2 Write data data Data Registers 4 bit Memory ALU Operation RegWrite MemRead [15:0] Sign ALU ALUOp Control extend 16 bit 32 bit [5:0] oXnW [20:16] ] [15:11] 1 RegDst BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 40",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_040.png",
      "page_index": 192,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:37:17+07:00"
    }
  },
  "CO2007-chapter-4-slide-193-0000": {
    "id": "CO2007-chapter-4-slide-193-0000",
    "text": "Example of lw - EXE lw IF/ID ID/EX EX/MEM MEM/WB 2 Add Add [25:21] oXNWH Read register 1 Read oprd1 Address data 1 MemtoReg PC 32 bit [20:16] Meml rite Instruction Read register 2 zero ALUSrc ALU Read HXNW o Instruction Write register Result Address data PCSrc Memory Read oXnW data 2 Write oprd2 Write data data Data Registers 4 bit Memory ALU Operation RegWrite MemRead [15:0] ALU Sign ALUOp Control extend 16 bit 32 bit [5:0] XnW [20:16] [15:11] 1 RegDst BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 41",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_041.png",
      "page_index": 193,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:37:22+07:00"
    }
  },
  "CO2007-chapter-4-slide-194-0000": {
    "id": "CO2007-chapter-4-slide-194-0000",
    "text": "Example of lw - MEM lw IF/ID ID/EX EX/MEM MEM/WB 2 Add Add 4 [25:21] Read register 1 Read XNWH Address oprd1 data 1 MemtoReg PC 32 bit [20:16] MemWrite zero Instruction Read register 2 ALUSrc ALU Read Instruction Write register Result Address data XnW PCSrc Memory Read oXnW data 2 Write oprd2 0 Write data data Data Registers 1 Memory 4 bit ALU Operation RegWrite MemRead [15:0] Sign ALU ALUOp Control extend 16 bit 32 bit [5:0] 4 0 xnW [20:16] [15:11] RegDst BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 42",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_042.png",
      "page_index": 194,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:37:28+07:00"
    }
  },
  "CO2007-chapter-4-slide-195-0000": {
    "id": "CO2007-chapter-4-slide-195-0000",
    "text": "Example of lw - WB lw IF/ID ID/EX EX/MEM MEM/WB 2 Add Add [25:21] oXnWH Read register 1 Read Address oprd1 PC data 1 32 bit [20:16] Instruction zero Read register 2 ALUSrc ALU Read HXNW o Instruction Write register Result Address data PCSrc Memory Read oXNW r data 2 Write oprd2 HWrite data data Data Registers 4 bit Memory ALU Operation RegWrite MemRead [15:0] Sign ALU ALUOp Control extend 16 bit 32 bit [5:0] 1 [20:16] ] [15:11] RegDst BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 43",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_043.png",
      "page_index": 195,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:37:33+07:00"
    }
  },
  "CO2007-chapter-4-slide-196-0000": {
    "id": "CO2007-chapter-4-slide-196-0000",
    "text": "Control signals Control signals travel across pipeline registers WB Control M WB EX M WB 2 bit Mitetne doN7D IF/ID ID/EX EX/MEM MEM/WB BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 44",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_044.png",
      "page_index": 196,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:37:36+07:00"
    }
  },
  "CO2007-chapter-4-slide-197-0000": {
    "id": "CO2007-chapter-4-slide-197-0000",
    "text": "Exercise Question: Given the following MIPS sequence: lw $s0,20($s1) sub $t2,$s2,$s3 add $t3,$s3,$s4 lw $t4,24($s1) add $t5,$s5,$s6 Assume that the sequence is executed by a 5-stage pipelined MIPS processor a) Identify values of control signals in cycle 5 at the functional units b) Identify values of control signals in cycle 5 at the Control block BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 45",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_045.png",
      "page_index": 197,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:37:39+07:00"
    }
  },
  "CO2007-chapter-4-slide-198-0000": {
    "id": "CO2007-chapter-4-slide-198-0000",
    "text": "Full pipeline micro-architecture ID/EX EX/MEN WB MEM/WB Control M WB IF/ID NB M 31:26] 2 Add RegWrite [25:21] oXnW Read register 1 Read Instruction oprd1 PC data 32 bit address [20:16] MemWrite Instruction Read register 2 zero ALU Read HXNW Instruction Write register Result Address data PCSrc Memory Read oXnW data 2l Write Write data oprd2 data Data Registers 4 bit Memory MemRead [15:0] Sign ALU Control extend 16 bit 32 bit [5:0] [20:16] [15:11] BK TP.HCM Computer Architecture (c Cuong Pham-Quoc/HCvUt",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_046.png",
      "page_index": 198,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:37:46+07:00"
    }
  },
  "CO2007-chapter-4-slide-199-0000": {
    "id": "CO2007-chapter-4-slide-199-0000",
    "text": "Hazards Situations that prevent starting the next instruction in the next cycle Structure hazard - A required resource is busy Data hazard  Need to wait for previous instruction to complete its data read/write Control hazard  Deciding on control action depends on previous instruction BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 47",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_047.png",
      "page_index": 199,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:37:48+07:00"
    }
  },
  "CO2007-chapter-4-slide-200-0000": {
    "id": "CO2007-chapter-4-slide-200-0000",
    "text": "Structure hazards Conflict for use of a resource - e.g.,: the laundry process, B forgot to bring clothes from the washing machine to dryer Should be eliminated entirely Stall the pipe for that cycle May repeat many times MiPs processors already solved all structure hazards  Separated instructions and data memory (caches) Read and write registers use different ports BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 48",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_048.png",
      "page_index": 200,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:37:51+07:00"
    }
  },
  "CO2007-chapter-4-slide-201-0000": {
    "id": "CO2007-chapter-4-slide-201-0000",
    "text": "Data hazards An instruction depends on completion of data access by a previous instruction sub$tO,$t2,$t3 add $t3,$tO,$t1 No any issues with the simplified version Problem with pipeline CC1 CC2 CC3 CC4 Updated CC5 CC6 value sub $t0,$t2,$t3 $t0 IM REG DM REG Old value $t0 add $t3,$t0,$t1 IM REG DM REG ALL BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 49",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_049.png",
      "page_index": 201,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:37:55+07:00"
    }
  },
  "CO2007-chapter-4-slide-202-0000": {
    "id": "CO2007-chapter-4-slide-202-0000",
    "text": "Control hazards Branch determines flow of control - Fetching next instruction depends on branch outcome Pipeline updates PC in the MEM stage - Still working on ID stage of branch CC1 CC2 CC3 CC4 Updated  CC5 CC6 CC7 CC8 CC9 PC beq $t1,$t2,L1 IM REG DM REG ALU Fetch correct instrction IM REG DM REG ubble oubble oubble BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 50",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_050.png",
      "page_index": 202,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:37:59+07:00"
    }
  },
  "CO2007-chapter-4-slide-203-0000": {
    "id": "CO2007-chapter-4-slide-203-0000",
    "text": "Data hazards solutions 1. Code rescheduling  Done by compiler (software level)  Sometimes cannot find solutions 2. Delay or stalls insertion  Done by hardware  Always can find solutions  Increase execution time & need extra hardware resources 3. Forwarding  Done by hardware Cannot find solutions in a special case  Requires extra hardware resources BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 51",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_051.png",
      "page_index": 203,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:38:01+07:00"
    }
  },
  "CO2007-chapter-4-slide-204-0000": {
    "id": "CO2007-chapter-4-slide-204-0000",
    "text": "Code re-scheduling When haven't data hazards happened? - Read after or in the same cycle with Write (RAW) CC1 CC2 CC3 CC4 Updated CC5 CC6 value sub $t0,$t2,$t3 $t0 clk IM REG DM REG input oubble bubbl bubble bubble bubble output bubble bubble oubble bubble oubble New value $t0 add $t3,$t0,$t1 IM REG DM REG Find and swap data-independent instructions BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 52",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_052.png",
      "page_index": 204,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:38:06+07:00"
    }
  },
  "CO2007-chapter-4-slide-205-0000": {
    "id": "CO2007-chapter-4-slide-205-0000",
    "text": "Example Question: given the following sequence of MIPS instructions 1:lw $t1,0($t0) 1: lw $t1,0($t0) 2:lw $t2,4($t0) 2:lw $t2,4($t0) 3: add $+3,$+1,$+2 5:lw $t4,8($t0) 4: sw $+5,12($t0) 7: addi $t6,$t0,4 5:lw $t4,8($t0) 3: add $t3,$t1,$t2 6:add $t5,$t1,$t4 4: sw $+5,12($t0) 7: addi $t6,$t0,4 6: add $t5,$t1,$t4  Identify data hazards and solve by code re-scheduling Answer: - The third and the sixth instructions (add $t3, $t1, $t2 and add $t5, $t1, $t4) have data hazards  Move two data-independent instructions 5 and 7 to right after the second instruction BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 53",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_053.png",
      "page_index": 205,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:38:10+07:00"
    }
  },
  "CO2007-chapter-4-slide-206-0000": {
    "id": "CO2007-chapter-4-slide-206-0000",
    "text": "Stalls insertion When haven't data hazards happened?  Read after or in the same cycle with Write (RAW) CC1 CC2 CC3 CC4 Updated CC5 CC6 CC7 CC8 value sub $t0,$t2,$t3 $t0 IM REG DM REG New value $t0 add $t3,$t0,$t1 IM REG DM REG stall stall ALU Delay instructions that use data: - ID stage of the instruction using data = WB stage of the instruction producing data BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 54",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_054.png",
      "page_index": 206,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:38:14+07:00"
    }
  },
  "CO2007-chapter-4-slide-207-0000": {
    "id": "CO2007-chapter-4-slide-207-0000",
    "text": "Example Questions: given the following MIPS sequence of instructions 1:Iw $t1,O($tO) 2:lw $t2,4($tO) 3: add$t3,$t1,$t2 4:sw $t3,12($tO) - Identify data hazards and solve them by the stalls insertion method; how many cycles needed for the sequence? Answer:  Data hazards (2) - (3) & (3) - (4) instruction  12 cycles needed BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 55",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_055.png",
      "page_index": 207,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:38:17+07:00"
    }
  },
  "CO2007-chapter-4-slide-208-0000": {
    "id": "CO2007-chapter-4-slide-208-0000",
    "text": "Example (cont.)    i 1 - - - - - CK1 CK2 CK3 CK4 CK5 1 CK6 CK7 CK8 CK9 CK10 - CK11 - CK12 1 - - - - - 1 1 1 IM REG DM REG 1 1 1 1 1 1 - - (07$) 1 1 1 1 1 - 1 1 1 1 1 1 1 1 0 1 1 1 IM - REG 1 DM - REG - 1 - - 1 - 1 1 1 1 1 - 1 - 1 - - S 1 - 1 - (07: 1 1 1 1 - 1 1 - S 1 1 1 1 1 - 1 - -  i 1 - 1 1 $t3 St1, $t2 IM 1 REG DM REG add s 1 - - 1 : 1 1 1 1 - 2 - 1 1 1 - 1 ? 1 S 1 1 1 1 Stall 1 Stall 1 3 1 1 1 - 1 1 1 0 1 1 IM - REG DM - REG Sw $t3 12($t0) - - - 1 1 1 1 1 1 1 - - 1 1 1 1 - 1 Stall - Stall - - - 1 1 1 - 1 - 1 - - 1  i - - BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 56",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_056.png",
      "page_index": 208,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:38:58+07:00"
    }
  },
  "CO2007-chapter-4-slide-209-0000": {
    "id": "CO2007-chapter-4-slide-209-0000",
    "text": "Forwarding When can an instruction use data at soonest?  Right after data is produced (EXE stage & MEM stage) When is data processed?  Apply operators: EXE state CC1 CC2 CC3 CC4 CC5 CC6 new value $t0 sub $t0,$t2,$t3 IM REG DM REG Replace old value $t0 add St3,St0,St1 IM REG DM REG Use data right after created BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 57",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_057.png",
      "page_index": 209,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:39:02+07:00"
    }
  },
  "CO2007-chapter-4-slide-210-0000": {
    "id": "CO2007-chapter-4-slide-210-0000",
    "text": "Example Question: given the following MiPS sequence 1:sub$s2,$s1,$s3 2:and$s7,$s2,$s5 3:or $s8,$s6,$s2 4:add$sO,$s2,$s2 5: sw $s5,100($s2)  Analyze data dependencies & identify data hazards Answer:  $s2 produced by the 1st instruction used by all other instructions BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 58",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_058.png",
      "page_index": 210,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:39:05+07:00"
    }
  },
  "CO2007-chapter-4-slide-211-0000": {
    "id": "CO2007-chapter-4-slide-211-0000",
    "text": "Example (cont.) Answer (cont.) CC1 CC2 CC3 CC4 CC5 CC6 CC7 CC8 CC9 - 1 - sub $s2,$s1,$s3 IM REG DM DM   - . - - I .. 1 I and $s7,$s2,$s5 IM - REG D:M REG ALU 1 - .1 - - I :. or $s8,$s6,$s2 REG DM REG IM I 1 : 4 - add $s0,$s2,$s2 IM REG 1 DM REG - 4 1 -- sw $s5,100($s2 IM - REG - DM REG - - - - - BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 59",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_059.png",
      "page_index": 211,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:39:25+07:00"
    }
  },
  "CO2007-chapter-4-slide-212-0000": {
    "id": "CO2007-chapter-4-slide-212-0000",
    "text": "Forwarding Consider the previous sequence of MiPs instructions  Data can be forwarded CC1 CC2 CC3 CC4 1 CC5 CC6 CC7 CC8 CC9 sub $s2,$s1,$s3 IM REG DM REG -1 and $s7,$s2,$s5 IM REG DM REG 0r $s8,$s6,$s2 IM REG DM REG add $s0,$s2,$s2 IM REG DM REG sw $s5,100($s2) IM REG DM REG BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 60",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_060.png",
      "page_index": 212,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:39:30+07:00"
    }
  },
  "CO2007-chapter-4-slide-213-0000": {
    "id": "CO2007-chapter-4-slide-213-0000",
    "text": "Load used data hazards When instruction producing data is a load, can data be forwarded?  Cannot forward to the next instruction since data is produced later CC1 CC2 CC3 CC4 CC5 CC6 lw $s0,100($s1) IM REG DM REG Not value of $s0 add $s2,$s0,$s2 IM REG DM REG - Delay:  1 stall with forwarding or 2 stalls without forwarding BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 61",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_061.png",
      "page_index": 213,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:39:34+07:00"
    }
  },
  "CO2007-chapter-4-slide-214-0000": {
    "id": "CO2007-chapter-4-slide-214-0000",
    "text": "Detecting data hazards EXE hazard versus MEM hazard EXE hazard: forward from the Ex/MEM register Destination register in the MEM stage = one of the source registers of the instruction in EXE MEM hazard: forward from the MEM/wB register Destination register in the WB stage = one of the source registers of the instruction in EXE Passing register numbers along the pipe ID/EX.rs & ID/EX.rt: first & second sources EX/MEM.rd; MEM/WB.rd: destinations BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 62",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_062.png",
      "page_index": 214,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:39:37+07:00"
    }
  },
  "CO2007-chapter-4-slide-215-0000": {
    "id": "CO2007-chapter-4-slide-215-0000",
    "text": "Ex hazard conditions IF/ID ID/EX EX/MEM MEM/WB Control [31;26] unit Instruction address Instruction Instruction [0:1€]sUI Memory [25:21] ID/EX.rs [20:16] ID/EX.rt oXnWH EXMEM.rd MEM/WB.rd [15:11] RegDst 1a.ID/EX.rs = EX/MEM.rd 1b. ID/EX.rt = EX/MEM.rd (not happened when an I-format instruction is in the EXE stage BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 63",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_063.png",
      "page_index": 215,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:39:40+07:00"
    }
  },
  "CO2007-chapter-4-slide-216-0000": {
    "id": "CO2007-chapter-4-slide-216-0000",
    "text": "MEM hazard conditions Consider the following MIPS sequence of instructions 1: add $s0,$s0,$s1 2:add$s0,$sO,$s2 3: add $s0,$s0,$s3 Both EX and MEM hazards seem occur - EX hazard is correct MEM hazard conditions 2a.(ID/EX.rs = MEM/WB.rd) & (ID/EX.rs!= EX/MEM.rd) 2b.(ID/EX.rt = MEM/WB.rd) & (ID/EX.rt!= EX/MEM.rd) (not happened when an I-format instruction is in the ExE stage) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 64",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_064.png",
      "page_index": 216,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:39:44+07:00"
    }
  },
  "CO2007-chapter-4-slide-217-0000": {
    "id": "CO2007-chapter-4-slide-217-0000",
    "text": "Datapath with forwarding ID/EX EX/MEM MEM/WB WB WB Control M IF/ID Unit NE (1) ALUSrc EX (2) RegDst M (3) ALUop [31:26] 2 Add Add RegWrite Mmetme [25:21] xnW Instruction Read register 1 oprd 1 xnW PC 32 bit address Read data 1H [20:16] Instruction zero Read register 2 (1) ALU Read HXnW  Instruction Write register Resultl Address data PcSrc Memory xnW Write oprd 2 0 Write data Read data 2 data Data Registers 1 ALU4 bit Memory Operatior F1 MemReaa F2 (3) [15:0] Sign ALU Control extend 16 bit 32 bit [5:0] (2) 4 oxnw EX/MEM.rd [15:11] D/EX.rt Forwarding ID/EX.rs unit EX/MEM.RegWrite Mem/WB.RegWrite BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 65",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_065.png",
      "page_index": 217,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:39:51+07:00"
    }
  },
  "CO2007-chapter-4-slide-218-0000": {
    "id": "CO2007-chapter-4-slide-218-0000",
    "text": "Forwarding control values Mux values Source Explanatior (binary) F1 = 00 ID/EX The first ALU operand comes from the registers file The first ALU operand is forwarded from the prior ALU F1 = 10 EX/MEM result The first AlU operand is forwarded from data memory F1 = 01 MEM/WB of an earlier ALU result F2 = 00 ID/EX The second ALU operand comes from the registers file The second ALU operand is forwarded from the prior F2 = 10 EX/MEM ALU result The second ALU operand is forwarded from data F2 = 01 MEM/WB memory of an earlier ALU result BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 66",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_066.png",
      "page_index": 218,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:39:55+07:00"
    }
  },
  "CO2007-chapter-4-slide-219-0000": {
    "id": "CO2007-chapter-4-slide-219-0000",
    "text": "Forwarding conditions EX hazard  1a: if (EX/MEM.ReqWrite and (EX/MEM.rd 7 O) and (EX/MEM.rd = ID/EX.rs))F1 = 10  1b: if (EX/MEM.RegWrite and (EX/MEM.rd Z 0) and (EX/MEM.rd = ID/EX.rt)) F2 = 10 MEM hazarc - 2a: if (MEM/WB.RegWrite and (MEM/WB.rd  0) and not_(EX/ MEM.ReqWrite and (EX/MEM.rd Z 0) and (EX/MEM.rd = ID/EX.rs) and (MEM/WB.rd = ID/EX.rs)) F1 = 01  2b: if (MEM/WB.RegWrite and (MEM/WB.rd  0) and not_(EX/ MEM.ReqWrite and (EX/MEM.rd Z 0) and (EX/MEM.rd = ID/EX.rt)) and (MEM/WB.rd = ID/EX.rt)) F2 = 01 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 67",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_067.png",
      "page_index": 219,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:39:59+07:00"
    }
  },
  "CO2007-chapter-4-slide-220-0000": {
    "id": "CO2007-chapter-4-slide-220-0000",
    "text": "Detecting Load-use data hazards Check when using data instruction is decoded in ID stage - Producing data instruction (load) is in the ExE stage  The sooner the better due to a stall inserted Load-use hazard when ID/EX.MemRead and ((ID/EX.rt = IF/ID.rs) or (ID/EX.rt = IF/ID.rt)) How to stall the pipeline?  Force control signals in ID/EX register to 0 => EXE, MEM and WB do nothing  Prevent updating PC and ID/EX register BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 68",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_068.png",
      "page_index": 220,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:01+07:00"
    }
  },
  "CO2007-chapter-4-slide-221-0000": {
    "id": "CO2007-chapter-4-slide-221-0000",
    "text": "ID/EX EX/MEM MEM/WB WB 1 Write xnWo ID/EX.MemRead WB Hazard LU-hazarg M NB detection (1) ALUSrc xsJ Ol/3l EX (2) RegDst M ID/EX.rt (3) ALUop IF/ID Control unit [31:26] 2 Add Add 4 Mtretne RegWrite [2521] xnW 0 Instruction Read register 1 oprd1 XnW PC address Read data 1H 32 bit [2q:16] zero Instruction Read register 2 (1) ALU Read xnw o) Instruction Write register ResultH Address data PCSrc Memory xn 0 X Write Read data 2H nw oprd2 Write data data Data Registers 1 Memory 4 bit F1 Operatior MemRead F2 (3) [15:0] ALU Sign control extend 16 bit 32 bit [5:0] (2) 1 XnW H EX/MEM.rd [15:11] ID/EX.rt Forwarding ID/EX.rs unit EX/MEM.ReqWrite Mem/WB.RegWrite BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 69",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_069.png",
      "page_index": 221,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:10+07:00"
    }
  },
  "CO2007-chapter-4-slide-222-0000": {
    "id": "CO2007-chapter-4-slide-222-0000",
    "text": "Branch hazards solutions  Predict outcome of branch  Only stall if prediction is wrong CC1 CC2 CC3 CC4 CC5 CC6 CC7 CC8 CC9 1 beq $s1,$s2, L1 IM REG DM REG and $s1, $s2, $s3 IM REG DM REG add $t3, $s3, $s4 IM REG DM REG sub $s3, $s3, $s4 IM REG DM REG L1: lw $t4, 24($s1) IM REG DM REG 1 BK 1 TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 70",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_070.png",
      "page_index": 222,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:15+07:00"
    }
  },
  "CO2007-chapter-4-slide-223-0000": {
    "id": "CO2007-chapter-4-slide-223-0000",
    "text": "Branch prediction Static branch prediction Based on typical branch behavior Example: loop and if-statement branches Predict backward branches taken Predict forward branches not taken Dynamic branch prediction  Hardware measures actual branch behavior e.g., record recent history of each branch - Assume future behavior will continue the trend When wrong, stall while re-fetching, and update history BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 71",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_071.png",
      "page_index": 223,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:17+07:00"
    }
  },
  "CO2007-chapter-4-slide-224-0000": {
    "id": "CO2007-chapter-4-slide-224-0000",
    "text": "Concluding remarks ISA influences design of datapath and control Datapath and control influence design of ISA Pipelining improves instruction throughput using parallelism  More instructions completed per second  Latency for each instruction not reduced Hazards: structural, data, control BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 72",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_072.png",
      "page_index": 224,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:20+07:00"
    }
  },
  "CO2007-chapter-4-slide-225-0000": {
    "id": "CO2007-chapter-4-slide-225-0000",
    "text": "The end Computer Engineering - CSE - HCMUT BK 73 TP.HCM",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_4/slide_073.png",
      "page_index": 225,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:22+07:00"
    }
  },
  "CO2007-chapter-5-slide-226-0000": {
    "id": "CO2007-chapter-5-slide-226-0000",
    "text": "Computer Architecture Chapter 5: Memory  Hierarchy BK Computer Engineering - CSE - HCMUT 1 TP.HCM",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_001.png",
      "page_index": 226,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:25+07:00"
    }
  },
  "CO2007-chapter-5-slide-227-0000": {
    "id": "CO2007-chapter-5-slide-227-0000",
    "text": "Contents Memory hierarchy Cache organization Direct mapped -  Fully associative - n-way associative  Virtual memory (self-learning) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 2",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_002.png",
      "page_index": 227,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:27+07:00"
    }
  },
  "CO2007-chapter-5-slide-228-0000": {
    "id": "CO2007-chapter-5-slide-228-0000",
    "text": "Motivation example amazoh Publishers/Secondary I memory Table/Cache Bookshelf/Memory BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 3",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_003.png",
      "page_index": 228,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:30+07:00"
    }
  },
  "CO2007-chapter-5-slide-229-0000": {
    "id": "CO2007-chapter-5-slide-229-0000",
    "text": "Principle of Locality Programs access a small proportion of their address space at any time Temporal locality  Items accessed recently are likely to be accessed again soon - e.g., instructions in a loop, induction variables Spatial locality - Items near those accessed recently are likely to be accessed soon  E.g., sequential instruction access, array data BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 4",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_004.png",
      "page_index": 229,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:34+07:00"
    }
  },
  "CO2007-chapter-5-slide-230-0000": {
    "id": "CO2007-chapter-5-slide-230-0000",
    "text": "Taking Advantage of Locality Memory hierarchy Store everything on disk Copy recently accessed (and nearby) items from disk to smaller DRAM memory Main memory Copy more recently accessed (and nearby) items from DRAM to smaller SRAM memory  Cache memory attached to CPU BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 5",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_005.png",
      "page_index": 230,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:36+07:00"
    }
  },
  "CO2007-chapter-5-slide-231-0000": {
    "id": "CO2007-chapter-5-slide-231-0000",
    "text": "Memory  Hierarchy Levels  Block (aka line): unit of copying Processor - May be multiple words  If accessed data is present in upper level - Hit: access satisfied by upper level  Hit ratio: hits/accesses Data is transferreo  If accessed data is absent  Miss: block copied from lower level Time taken: miss penalty Miss ratio: misses/accesses = 1 - hit ratio  Then accessed data supplied from upper level BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 6",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_006.png",
      "page_index": 231,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:40+07:00"
    }
  },
  "CO2007-chapter-5-slide-232-0000": {
    "id": "CO2007-chapter-5-slide-232-0000",
    "text": "Technology Memory Static RAM (SRAM)  0.5ns - 2.5ns, $500 - $1000 per GiB  Dynamic RAM (DRAM)  50ns - 70ns,$3 -$6 per GB Flash Memory - 5us - 50us,$0.06 -$0.12 per GiB Magnetic disk  5ms - 20ms, $0.01 -$0.02 per GiB Ideal memory - Access time of SRAM  Capacity and cost/GB of disk BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 7",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_007.png",
      "page_index": 232,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:43+07:00"
    }
  },
  "CO2007-chapter-5-slide-233-0000": {
    "id": "CO2007-chapter-5-slide-233-0000",
    "text": "Cache Memory Cache memory - The level of the memory hierarchy closest to the CPU X4 X4 X1 X1 Xn-2 Xn-2 How do we know if the data is present? Xn-1 Xn-1 Where do we look? X2 X2 Xn X3 X3 a. Before the reference to X. b. After the reference to X, BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 8",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_008.png",
      "page_index": 233,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:46+07:00"
    }
  },
  "CO2007-chapter-5-slide-234-0000": {
    "id": "CO2007-chapter-5-slide-234-0000",
    "text": "Direct Mapped Cache Location determined by address Direct mapped: only one choice (Block address) modulo (#Blocks in cache) Cache 80058500 #Blocks is a power of 2 Use low-order address bits 00001 00101 01001 01101 10001 10101 11001 11101 BK Memory TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 9",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_009.png",
      "page_index": 234,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:48+07:00"
    }
  },
  "CO2007-chapter-5-slide-235-0000": {
    "id": "CO2007-chapter-5-slide-235-0000",
    "text": "Tags and Valid Bits How do we know which particular block is stored in a cache location?  Store block address as well as the data  Actually, only need the high-order bits Called the tag What if there is no data in a location?  Valid bit: 1 = present, 0 = not present - Initially 0 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 10",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_010.png",
      "page_index": 235,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:51+07:00"
    }
  },
  "CO2007-chapter-5-slide-236-0000": {
    "id": "CO2007-chapter-5-slide-236-0000",
    "text": "Cache Example 8-blocks, 1 word/block, direct mapped Initial state Index Tag Data 000 N 001 N 010 N 011 N 100 N 101 N 110 N 111 N BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 11",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_011.png",
      "page_index": 236,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:55+07:00"
    }
  },
  "CO2007-chapter-5-slide-237-0000": {
    "id": "CO2007-chapter-5-slide-237-0000",
    "text": "Cache Example Word addr Binary addr Hit/miss Cache block 22 10 110 Miss 110 Index V Tag Data 000 N 001 N 010 N 011 N 100 N 101 N 110 10 Mem[10110] 111 N BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 12",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_012.png",
      "page_index": 237,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:40:58+07:00"
    }
  },
  "CO2007-chapter-5-slide-238-0000": {
    "id": "CO2007-chapter-5-slide-238-0000",
    "text": "Cache Example Word addr Binary addr Hit/miss Cache block 26 11 010 Miss 010 Index V Tag Data 000 N 001 N 010 11 Mem[11010] 011 N 100 N 101 N 110 10 Mem[10110] 111 N BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 13",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_013.png",
      "page_index": 238,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:01+07:00"
    }
  },
  "CO2007-chapter-5-slide-239-0000": {
    "id": "CO2007-chapter-5-slide-239-0000",
    "text": "Cache Example Word addr Binary addr Hit/miss Cache block 22 10 110 Hit 110 26 11 010 Hit 010 Index V Tag Data 000 z 001 N 010 11 Mem[11010] 011 N 100 N 101 N 110 10 Mem[10110 111 N BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 14",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_014.png",
      "page_index": 239,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:06+07:00"
    }
  },
  "CO2007-chapter-5-slide-240-0000": {
    "id": "CO2007-chapter-5-slide-240-0000",
    "text": "Cache Example Word addr Binary addr Hit/miss Cache block 16 10 000 Miss 000 3 00 011 Miss 011 16 10 000 Hit 000 Index V Tag Data 000 Y 10 Mem[10000] 001 N 010 11 Mem[11010] 011 00 Mem[00011] 100 N 101 N 110 10 Mem[10110] 111 N BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 15",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_015.png",
      "page_index": 240,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:10+07:00"
    }
  },
  "CO2007-chapter-5-slide-241-0000": {
    "id": "CO2007-chapter-5-slide-241-0000",
    "text": "Cache Example Word addr Binary addr Hit/miss Cache block 18 10 010 Miss 010 Index V Tag Data 000 Y 10 Mem[10000] 001 N 010 10 Mem[10010] 011 00 Mem[00011] 100 N 101 N 110 10 Mem[10110] 111 N BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 16",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_016.png",
      "page_index": 241,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:14+07:00"
    }
  },
  "CO2007-chapter-5-slide-242-0000": {
    "id": "CO2007-chapter-5-slide-242-0000",
    "text": "Address s Subdivision Address (showing bit positions) 31 30 ... 131211...2 10 Byte offset 20 10 Hit Tag Data Index Index Valid Tag Data 0 1 2 1021 1022 1023 20 32 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 17",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_017.png",
      "page_index": 242,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:17+07:00"
    }
  },
  "CO2007-chapter-5-slide-243-0000": {
    "id": "CO2007-chapter-5-slide-243-0000",
    "text": "Example: Larger Block Size 64 blocks, 16 bytes/block  To what bytenumber does address 1200 map? 1200 Block address l= 75 16 Block number = 75 modulo 64 = 11 31 10 9 4 3 0 Tag Index Offset 22 bits 6 bits 4 bits BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 18",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_018.png",
      "page_index": 243,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:20+07:00"
    }
  },
  "CO2007-chapter-5-slide-244-0000": {
    "id": "CO2007-chapter-5-slide-244-0000",
    "text": "Block Size Considerations Larger blocks should reduce miss rate  Due to spatial locality But in a fixed-sized cache  Larger blocks => fewer of them More competition = increased miss rate - Larger blocks = pollution Larger miss penalty  Can override benefit of reduced miss rate  Early restart and critical-word-first can help BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 19",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_019.png",
      "page_index": 244,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:23+07:00"
    }
  },
  "CO2007-chapter-5-slide-245-0000": {
    "id": "CO2007-chapter-5-slide-245-0000",
    "text": "Cache Misses On cache hit, CPU proceeds normally On cache miss  Stall the CPU pipeline  Fetch block from next level of hierarchy  Instruction cache miss Restart instruction fetch Data cache miss Complete data access BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 20",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_020.png",
      "page_index": 245,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:26+07:00"
    }
  },
  "CO2007-chapter-5-slide-246-0000": {
    "id": "CO2007-chapter-5-slide-246-0000",
    "text": "Write-Through  On data-write hit, could just update the block in cache  But then cache and memory would be inconsistent Write through: also update memory But makes writes take longer - e.g., if base CPI = 1, 10% of instructions are stores, write to memory takes 100 cycles Effective CPl = 1 + 0.1x100 = 11  Solution: write buffer  Holds data waiting to be written to memory  CPU continues immediately  Only stalls on write if write buffer is already full BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 21",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_021.png",
      "page_index": 246,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:28+07:00"
    }
  },
  "CO2007-chapter-5-slide-247-0000": {
    "id": "CO2007-chapter-5-slide-247-0000",
    "text": "Write-Back Alternative: On data-write hit, just update the block in cache  Keep track of whether each block is dirty When a dirty block is replaced - Write it back to memory Can use a write buffer to allow replacing block to be read first BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 22",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_022.png",
      "page_index": 247,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:30+07:00"
    }
  },
  "CO2007-chapter-5-slide-248-0000": {
    "id": "CO2007-chapter-5-slide-248-0000",
    "text": "Write Allocation What should happen on a write miss? Alternatives for write-through - Allocate on miss: fetch the block  Write around: don't fetch the block Since programs often write a whole block before reading it (e.g., initialization) For write-back  Usually fetch the block BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 23",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_023.png",
      "page_index": 248,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:33+07:00"
    }
  },
  "CO2007-chapter-5-slide-249-0000": {
    "id": "CO2007-chapter-5-slide-249-0000",
    "text": "Example: Intrinsity FastMATH Embedded MIPS processor - 12-stage pipeline  Instruction and data access on each cycle Split cache: separate I-cache and D-cache  Each 16KB: 256 blocks x 16 words/block  D-cache: write-through or write-back SPEC2000 miss rates  I-cache: 0.4% - D-cache: 11.4%  Weighted average: 3.2% BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 24",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_024.png",
      "page_index": 249,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:36+07:00"
    }
  },
  "CO2007-chapter-5-slide-250-0000": {
    "id": "CO2007-chapter-5-slide-250-0000",
    "text": "Example: Intrinsity FastMATH Address (showing bit positions) 31 1413...65...210 18 8 4 Byte Data Hit Tag offset Index Block offset 18 bits 512 bits V Tag Data 256 entries 18 32 32 32 Mux 32 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 25",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_025.png",
      "page_index": 250,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:39+07:00"
    }
  },
  "CO2007-chapter-5-slide-251-0000": {
    "id": "CO2007-chapter-5-slide-251-0000",
    "text": "Main Memory Supporting Caches  Use DRAMs for main memory  Fixed width (e.g., 1 word)  Connected by fixed-width clocked bus Bus clock is typically slower than CPU clock Example cache block read  1 bus cycle for address transfer  15 bus cycles per DRAM access  1 bus cycle per data transfer  For 4-word block, 1-word-wide DRAM  Miss penalty = 1 + 4x15 + 4x1 = 65 bus cycles  Bandwidth = 16 bytes / 65 cycles = 0.25 B/cycle BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 26",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_026.png",
      "page_index": 251,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:42+07:00"
    }
  },
  "CO2007-chapter-5-slide-252-0000": {
    "id": "CO2007-chapter-5-slide-252-0000",
    "text": "Increasing  Memory Bandwidth Processor Processor Processor Multiplexor Cache Cache Cache Bus Bus Bus Memory Memory Memory Memory Memory bank 0 bank 1 bank 2 bank 3 b. Wider memory organization c. Interleaved memory organization 4-word wide memory Memory Miss penalty = 1 + 15 + 1 = 17 bus cycles Bandwidth = 16 bytes / 17 cycles = 0.94 B/cycle 4-bank interleaved memory Miss penalty = 1 + 15 + 4x1 = 20 bus cycles a. One-word-wide Bandwidth = 16 bytes / 20 cycles = 0.8 B/cycle memory organization BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 27",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_027.png",
      "page_index": 252,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:46+07:00"
    }
  },
  "CO2007-chapter-5-slide-253-0000": {
    "id": "CO2007-chapter-5-slide-253-0000",
    "text": "Measuring Cache Performance Components of CPU time  Program execution cycles Includes cache hit time  Memory stall cycles Mainly from cache misses With simplifying assumptions: Memory accesses Memory stall cycles = x Miss rate X Miss penalty Program Instructions Misses  x Miss penalty X Program Instruction BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 28",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_028.png",
      "page_index": 253,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:49+07:00"
    }
  },
  "CO2007-chapter-5-slide-254-0000": {
    "id": "CO2007-chapter-5-slide-254-0000",
    "text": "Cache Performance e Example Given  I-cache miss rate = 2%  D-cache miss rate = 4%  Miss penalty = 100 cycles Base CPI (ideal cache) = 2  Load & stores are 36% of instructions Miss cycles per instruction  I-cache: 0.02 x 100 = 2 - D-cache: 0.36 x 0.04 x 100 = 1.44 ActuaI CPI = 2 + 2 + 1.44 = 5.44  ldeal CPU is 5.44/2 =2.72 times faster BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 29",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_029.png",
      "page_index": 254,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:52+07:00"
    }
  },
  "CO2007-chapter-5-slide-255-0000": {
    "id": "CO2007-chapter-5-slide-255-0000",
    "text": "Average Access  Time Hit time is also important for performance Average memory access time (AMAT)  AMAT = Hit time + Miss rate x Miss penalty Example  CPU with 1ns clock, hit time = 1 cycle, miss penalty = 20 cycles, I-cache miss rate = 5% - AMAT = 1 + 0.05 x 20 = 2ns  2 cycles per instruction BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 30",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_030.png",
      "page_index": 255,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:55+07:00"
    }
  },
  "CO2007-chapter-5-slide-256-0000": {
    "id": "CO2007-chapter-5-slide-256-0000",
    "text": "Performance Summary When CPU performance increased  Miss penalty becomes more significant Decreasing base CPI - Greater proportion of time spent on memory stalls Increasing clock rate - Memory stalls account for more CPU cycles Can't neglect cache behavior when evaluating system performance BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 31",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_031.png",
      "page_index": 256,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:41:57+07:00"
    }
  },
  "CO2007-chapter-5-slide-257-0000": {
    "id": "CO2007-chapter-5-slide-257-0000",
    "text": "Associative Caches Fully associative - Allow a given block to go in any cache entry Requires all entries to be searched at once 1 Comparator per entry (expensive) n-way set associative Each set contains n entries Block number determines which set (Block address) modulo (#Sets in cache)  Search all entries in a given set at once  n comparators (less expensive) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 32",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_032.png",
      "page_index": 257,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:42:00+07:00"
    }
  },
  "CO2007-chapter-5-slide-258-0000": {
    "id": "CO2007-chapter-5-slide-258-0000",
    "text": "Associative Cache Example Direct mapped Set associative Fully associative Block # O 1 2 3 4 5 6 7 Set # 0 2 3 Data Data Data 1 1 1 Tag Tag Tag 2 2 2 Search Search Search BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 33",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_033.png",
      "page_index": 258,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:42:04+07:00"
    }
  },
  "CO2007-chapter-5-slide-259-0000": {
    "id": "CO2007-chapter-5-slide-259-0000",
    "text": "Spectrum of Associativity For a cache with 8 entries One-way set associative (direct mapped) Block Tag Data 0 Two-way set associative 1 Set Tag Data Tag Data 2 0 3 1 4 2 5 3 6 7 Four-way set associative Set Tag Data Tag  Data Tag Data Tag Data 0 1 Eight-way set associative (fully associative) Tag Data Tag q Data  Tag Data Tag Data Tag Data Tag Data Tag  Data Tag Data BK TP.HCM 34 Computer Architecture (c) Cuong Pham-Quoc/HCMU",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_034.png",
      "page_index": 259,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:42:08+07:00"
    }
  },
  "CO2007-chapter-5-slide-260-0000": {
    "id": "CO2007-chapter-5-slide-260-0000",
    "text": "Associativity Example Compare 4-block caches Direct mapped, 2-way set associative, fully associative Block access sequence: 0, 8, 0, 6, 8 Direct mapped Block Cache Cache content after access Hit/miss address index 0 1 2 3 0 0 miss Mem[0] 8 0 miss Mem[8] 0 miss Mem[0] 6 2 miss Mem[0] Mem[6] 8 0 miss Mem[8] Mem[6] BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 35",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_035.png",
      "page_index": 260,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:42:13+07:00"
    }
  },
  "CO2007-chapter-5-slide-261-0000": {
    "id": "CO2007-chapter-5-slide-261-0000",
    "text": "Associativity Example 2-way set associative Block Cache Cache content after access Hit/miss address index Set 0 Set 1 0 0 miss Mem[0] 8 0 miss Mem[0] Mem[8] 0 hit Mem[0] Mem[8] 6 0 miss Mem[0] Mem[6] 8 0 miss Mem[8] Mem[6] Fully associative Block Hit/miss Cache content after access address 0 miss Mem[0] 8 miss Mem[0] Mem[8] 0 hit Mem[0] Mem[8] 6 miss Mem[0] Mem[8] Mem[6] 8 hit Mem[0] Mem[8] Mem[6] BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 36",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_036.png",
      "page_index": 261,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:42:18+07:00"
    }
  },
  "CO2007-chapter-5-slide-262-0000": {
    "id": "CO2007-chapter-5-slide-262-0000",
    "text": "Much Associativity How Increased associativity decreases miss rate  But with diminishing returns Simulation of a system with 64KB D-cache, 16-word blocks,SPEC2000  1-way: 10.3% 2-way: 8.6% 4-way: 8.3%  8-way: 8.1% BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 37",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_037.png",
      "page_index": 262,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:42:21+07:00"
    }
  },
  "CO2007-chapter-5-slide-263-0000": {
    "id": "CO2007-chapter-5-slide-263-0000",
    "text": "Set Associative Cache Organization Address 3130...12111098...3210 22 8 Tag Index Index V Tag Data V  Tag Data V Tag Data V Tag Data 0 1 2 253 254 255 22 32 4-to-1 multiplexor Hit Data BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 38",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_038.png",
      "page_index": 263,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:42:24+07:00"
    }
  },
  "CO2007-chapter-5-slide-264-0000": {
    "id": "CO2007-chapter-5-slide-264-0000",
    "text": "Replacement Policy Direct mapped: no choice Set associative  Prefer non-valid entry, if there is one - Otherwise, choose among entries in the set Least-recently used (LRU)  Choose the one unused for the longest time Simple for 2-way, manageable for 4-way, too hard beyond that Random Gives approximately the same performance as LRU for high - ( associativity BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 39",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_039.png",
      "page_index": 264,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-30T22:42:27+07:00"
    }
  },
  "CO2007-chapter-5-slide-265-0000": {
    "id": "CO2007-chapter-5-slide-265-0000",
    "text": "Least Recently Used Algorithm Need to keep track of what was used when Keep \"age bits\" for each cache line Update all the \"age bits\" of all cache lines when a cache ine is used  -> Pseudo-LRU: use one bit per cache line/block BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 40",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_040.png",
      "page_index": 265,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:21:18+07:00"
    }
  },
  "CO2007-chapter-5-slide-266-0000": {
    "id": "CO2007-chapter-5-slide-266-0000",
    "text": "Multilevel Caches Primary cache attached to CPU  Small, but fast Level-2 cache services misses from primary cache - Larger, slower, but still faster than main memory Main memory services L-2 cache misses Some high-end systems include L-3 cache BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 41",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_041.png",
      "page_index": 266,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:21:24+07:00"
    }
  },
  "CO2007-chapter-5-slide-267-0000": {
    "id": "CO2007-chapter-5-slide-267-0000",
    "text": "Multilevel Cache Example Given - CPU base CPl = 1,clock rate = 4GHz Miss rate/instruction = 2%  Main memory access time = 100ns With just primary cache Miss penalty = 100ns/0.25ns = 400 cycles Effective CPl = 1 + 0.02 x 400 = 9 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 42",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_042.png",
      "page_index": 267,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:21:27+07:00"
    }
  },
  "CO2007-chapter-5-slide-268-0000": {
    "id": "CO2007-chapter-5-slide-268-0000",
    "text": "Example (cont.) Now add L-2 cache - Access time = 5ns Global miss rate to main memory = 0.5% Primary miss with L-2 hit  Penalty = 5ns/0.25ns = 20 cycles Primary miss with L-2 miss Extra penalty = 400 cycles CPl = 1 + 0.02 x 20 + 0.005 x 400 = 3.4 Performance ratio = 9/3.4 = 2.6 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 43",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_043.png",
      "page_index": 268,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:21:30+07:00"
    }
  },
  "CO2007-chapter-5-slide-269-0000": {
    "id": "CO2007-chapter-5-slide-269-0000",
    "text": "Multilevel Cache Considerations Primary cache - Focus on minimal hit time L-2 cache - Focus on low miss rate to avoid main memory access  Hit time has less overall impact Results - L-1 cache usually smaller than a single cache - L-1 block size smaller than L-2 block size BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 44",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_044.png",
      "page_index": 269,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:21:37+07:00"
    }
  },
  "CO2007-chapter-5-slide-270-0000": {
    "id": "CO2007-chapter-5-slide-270-0000",
    "text": "Interactions with Advanced CPUs Out-of-order CPUs can execute instructions during cache miss  Pending store stays in load/store unit Dependent instructions wait in reservation stations Independent instructions continue Effect of miss depends on program data flow Much harder to analyse Use system simulation BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 45",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_045.png",
      "page_index": 270,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:21:40+07:00"
    }
  },
  "CO2007-chapter-5-slide-271-0000": {
    "id": "CO2007-chapter-5-slide-271-0000",
    "text": "Interactions with Software 1200 Radix Sort 1000 Misses depend on 800 600 memory access patterns 400 Quicksort 200 0  Algorithm behavior 4 8 16 32 64 128 256 512102420484096 a. Size K items to sort) 2000 Compiler optimization Radix Sort 1600 for memory access 1200 800 400 Quicksort 0 4 8 16 32 64 128 256512102420484096 b. Size (K items to sort) Radix Sort 3 2 Quicksort 0 4 8 16 32 64 128 256 512 102420484096 SizeK items to sort) C. BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 46",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_046.png",
      "page_index": 271,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:21:45+07:00"
    }
  },
  "CO2007-chapter-5-slide-272-0000": {
    "id": "CO2007-chapter-5-slide-272-0000",
    "text": "Software Optimization via Blocking Goal: maximize accesses to data before it is replaced Consider inner loops of DGEMM: 1. for (int i = O; i< n;++i) 2. for (int j = O: j < n; ++j)t 3. double cij = C[i+j*n] 4. for( int k= O;k< n; k++) 5. cij += A[i+k*n]* B[k+j*n] 6. C[i+j*n] = cij 7. } BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 47",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_047.png",
      "page_index": 272,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:21:48+07:00"
    }
  },
  "CO2007-chapter-5-slide-273-0000": {
    "id": "CO2007-chapter-5-slide-273-0000",
    "text": "DGEMM Access Pattern  C,A, and B arrays older accesses new accesses j k j x y z 0 1 2 3 4 5 O 1 2 3 4 5 0 1 2 3 4 5 0 0 1 1 1 2 2 2 k 3 3 3 4 4 4 5 5 5 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 48",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_048.png",
      "page_index": 273,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:21:53+07:00"
    }
  },
  "CO2007-chapter-5-slide-274-0000": {
    "id": "CO2007-chapter-5-slide-274-0000",
    "text": "Cache Accessed in DGEMM Cache miss depends on N For example: - N = 32, each element 8 bytes  Three matrix 24KB (32x32x8x3  Core i7 Sandy Bridge: 32KB What would happen when N is increased? What would happen if matrices is divided into N-by-N Bocks BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 49",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_049.png",
      "page_index": 274,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:21:56+07:00"
    }
  },
  "CO2007-chapter-5-slide-275-0000": {
    "id": "CO2007-chapter-5-slide-275-0000",
    "text": "Cache Bocked DGEMM 1.#define BLOCKSIZE 32 2.void do_block (int n, int si, int sj, int sk, double *A, double *B, double *C{ 3. for (int i = si; i < si+BLOCKSIZE: ++i) 4. for (int j = sj; j< sj+BLOCKSIZE; ++j 5. double cij = C[i+j*n];/* cij = C[i][j]*7 6. for( int k= sk; k< sk+BLOCKSIZE;k++) 7. cij += A[i+k*n]* B[k+j*n];/* cij+=A[i][k]*B[k][j]*/ 8. C[i+j*n] = cij;/* C[i][j] = cij *7 10.} 12.void dgemm (int n,double* A,double* B, double* C{ 13.for ( int sj = O;sj< n; sj +=BLOCKSIZE) 14. for ( int si = O;si< n; si += BLOCKSIZE ) 15. for(int sk= O;sk< n; sk+= BLOCKSIZE) 16. do_block(n,si,sj,sk, A, B, C) 17.} BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 50",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_050.png",
      "page_index": 275,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:21:59+07:00"
    }
  },
  "CO2007-chapter-5-slide-276-0000": {
    "id": "CO2007-chapter-5-slide-276-0000",
    "text": "Bocked DGEMM Access Pattern j k j x y z 0 1 2 3 4 5 O 1 2 3 4 5 0 1 2 3 4 5 O O 1 1 1 2 2 2 k 3 3 3 4 4 4 5 5 5 0 32x32  160x160  480x480  960x960 1.8 1.7 1.7 1.6 1.6 1.5 1.5 1.5 1.3 CCEOOS 1.2 0.8. 0.9 0.6 0.3 Unoptimized Blocked BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 51",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_051.png",
      "page_index": 276,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:22:05+07:00"
    }
  },
  "CO2007-chapter-5-slide-277-0000": {
    "id": "CO2007-chapter-5-slide-277-0000",
    "text": "Virtual Memory Use main memory as a \"cache\" for secondary (disk) storage Managed jointly by CPu hardware and the operating system (OS)  Each gets a private virtual address space holding its frequently used code and data  Protected from other programs CPU and OS translate virtual addresses to physical addresses - VM \"block\" is called a page - VM translation \"miss\" is called a page fault BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 52",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_052.png",
      "page_index": 277,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:22:08+07:00"
    }
  },
  "CO2007-chapter-5-slide-278-0000": {
    "id": "CO2007-chapter-5-slide-278-0000",
    "text": "Address  Translation Fixed-size pages (e.g.,4K) Virtual address Virtual addresses Physical addresses 31 30 29 28 27 15 14 131211 109.8 3 21 0 Address translation Virtual page number Page offset Translation Disk addresses 29 28 27 15 14.1312 11 10.9.8 3 2 1 0 Physical page number Page offset Physical address BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 53",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_053.png",
      "page_index": 278,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:22:11+07:00"
    }
  },
  "CO2007-chapter-5-slide-279-0000": {
    "id": "CO2007-chapter-5-slide-279-0000",
    "text": "Page Fault Penalty On page fault, the page must be fetched from disk  Takes millions of clock cycles - Handled by OS code Try to minimize page fault rate  Fully associative placement  Smart replacement algorithms BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 54",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_054.png",
      "page_index": 279,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:22:13+07:00"
    }
  },
  "CO2007-chapter-5-slide-280-0000": {
    "id": "CO2007-chapter-5-slide-280-0000",
    "text": "Page Tables Stores placement information - Array of page table entries, indexed by virtual page number - Page table register in CPU points to page table in physical memory  If page is present in memory - PTE stores the physical page number  Plus other status bits (referenced, dirty, ...)  If page is not present - PTE can refer to location in swap space on disk BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 55",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_055.png",
      "page_index": 280,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:22:16+07:00"
    }
  },
  "CO2007-chapter-5-slide-281-0000": {
    "id": "CO2007-chapter-5-slide-281-0000",
    "text": "Translation Using a Page  Table Page table register Virtual address 31 30 29 28 15 14 13 12 1 1 1.0 3 2 1 0 Virtual page number Page offset 20 12 Valid Physical page number Page table 18 If o then page is not present in memory 29 28 27 13 12 0 8. .3 Physical page number Page offset Physical address BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 56",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_056.png",
      "page_index": 281,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:22:20+07:00"
    }
  },
  "CO2007-chapter-5-slide-282-0000": {
    "id": "CO2007-chapter-5-slide-282-0000",
    "text": "Mapping Pages to Storage Virtual page number Page table Physical page or Physical memory Valid disk address 1 1 1 1 0 1 1 0 1 Disk storage 1 0 1 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 57",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_057.png",
      "page_index": 282,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:22:24+07:00"
    }
  },
  "CO2007-chapter-5-slide-283-0000": {
    "id": "CO2007-chapter-5-slide-283-0000",
    "text": "Replacement and Writes To reduce page fault rate, prefer least-recently used (LRU) replacement Reference bit (aka use bit) in PTE set to 1 on access to page F Periodically cleared to 0 by Os - A page with reference bit = 0 has not been used recently Disk writes take millions of cycles Block at once, not individual locations - Write through is impractical Use write-back Dirty bit in PTE set when page is written BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 58",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_058.png",
      "page_index": 283,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:22:28+07:00"
    }
  },
  "CO2007-chapter-5-slide-284-0000": {
    "id": "CO2007-chapter-5-slide-284-0000",
    "text": "Fast Translation Using a TLB Address translation would appear to require extra memory references  One to access the PTE  Then the actual memory access But access to page tables has good locality - So use a fast cache of PTEs within the CPU  Called a Translation Look-aside Buffer (TLB)  Typical: 16-512 PTEs, 0.5-1 cycle for hit, 10-100 cycles for miss, 0.01%-1% miss rate  Misses could be handled by hardware or software BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 59",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_059.png",
      "page_index": 284,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:22:31+07:00"
    }
  },
  "CO2007-chapter-5-slide-285-0000": {
    "id": "CO2007-chapter-5-slide-285-0000",
    "text": "Fast Translation Using a TLB TLB Virtual page Physical page number Valid Dirty Ref Tag address 1 0 1 1 1 1 Physical memory 1 1 1 1 0 1 0 0 0 1 0 1 Page table Physical page Valid Dirty Ref or disk address 1 0 1 1 0 0 Disk storage 1 0 0 1 0 1 0 0 0 1 0 1 1 0 1 0 0 0 1 1 1 1 1 1 0 0 0 1 1 1 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 60",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_060.png",
      "page_index": 285,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:22:43+07:00"
    }
  },
  "CO2007-chapter-5-slide-286-0000": {
    "id": "CO2007-chapter-5-slide-286-0000",
    "text": "TLB and Cache Interaction Virtual address 313029 14131211109 3210 Virtual page number Page offset If cache tag uses physical 20 112 Valid Dirty Tag Physical page numbe address TLB 00000 TLB hit - Need to translate before 20 cache lookup Physical page number Page offset Alternative: use virtual Physical address Block Physical address tag Byte Cache index offset offset 18 18 14 2 address tag 8 Complications due to Data - 0 Valid Tag aliasing Cache Different yirtual addresses for shared. Cache hit physical address 32 BK Data TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 61",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_061.png",
      "page_index": 286,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:22:53+07:00"
    }
  },
  "CO2007-chapter-5-slide-287-0000": {
    "id": "CO2007-chapter-5-slide-287-0000",
    "text": "TLB Misses  If page is in memory  Load the PTE from memory and retry Could be handled in hardware Can get complex for more complicated page table structures  Or in software Raise a special exception, with optimized handler  If page is not in memory (page fault) - Os handles fetching the page and updating the page table - Then restart the faulting instruction BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 62",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_062.png",
      "page_index": 287,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:22:57+07:00"
    }
  },
  "CO2007-chapter-5-slide-288-0000": {
    "id": "CO2007-chapter-5-slide-288-0000",
    "text": "TLB Miss Handler TLB miss indicates  Page present, but PTE not in TLB  Page not preset Must recognize TLB miss before destination register overwritten - Raise exception Handler copies PTE from memory to TLB Then restarts instruction  If page not present, page fault will occur BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 63",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_063.png",
      "page_index": 288,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:23:00+07:00"
    }
  },
  "CO2007-chapter-5-slide-289-0000": {
    "id": "CO2007-chapter-5-slide-289-0000",
    "text": "Page Fault Handler Use faulting virtual address to find PTE Locate page on disk Choose page to replace - If dirty, write to disk first Read page into memory and update page table Make process runnable again  Restart from faulting instruction BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 64",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_064.png",
      "page_index": 289,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:23:03+07:00"
    }
  },
  "CO2007-chapter-5-slide-290-0000": {
    "id": "CO2007-chapter-5-slide-290-0000",
    "text": "Memory Protection Different tasks can share parts of their virtual address spaces  But need to protect against errant access Requires OS assistance Hardware support for Os protection - Privileged supervisor mode (aka kernel mode)  Privileged instructions  Page tables and other state information only accessible in supervisor mode - System call exception (e.g., syscall in MIPs) BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 65",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_065.png",
      "page_index": 290,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:23:09+07:00"
    }
  },
  "CO2007-chapter-5-slide-291-0000": {
    "id": "CO2007-chapter-5-slide-291-0000",
    "text": "The Memory Hierarchy The BlG Picture Common principles apply at all levels of the memory hierarchy Based on notions of caching At each level in the hierarchy Block placement Finding a block Replacement on a miss - Write policy BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 66",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_066.png",
      "page_index": 291,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:23:12+07:00"
    }
  },
  "CO2007-chapter-5-slide-292-0000": {
    "id": "CO2007-chapter-5-slide-292-0000",
    "text": "Exercise Given the TLB (fully associative) and the V Physical or V Tag Physical Page table (4KB pages) with LRU Disk 1 11 12 replacement 1 5 1 7 4 0 Disk  If pages must be brought from disk, 1 3 6 increment the next largest page 0 Disk 0 4 9 number 1 6 1 9  Show the final state of the TLB and Page 1 11 table if virtual address requests are as 0 Disk follow: 1 4 - 4669,2227,13916,34587,48870 0 Disk 12608,49225 0 Disk  12948,49419,46814,13975,40004 1 3 12707,52236 1 12  The same question but 16KB pages instead of 4KB Hint: Analyse the virtual address to extract virtual page number BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 67",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_067.png",
      "page_index": 292,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:23:18+07:00"
    }
  },
  "CO2007-chapter-5-slide-293-0000": {
    "id": "CO2007-chapter-5-slide-293-0000",
    "text": "Solution Virtual address (decimal): 4669, 2227, 13916, 34587, 48870, 12608,49225 Binary address: 4KB pages => 12-bit page offset 4669 = 1 0010 0011 1101,VPN = 1 2227 = 0 1000 1011 0011,VPN = 0 13916 = 11 0110 0101 1100, VPN = 3 34587 = 1000 0111 0001 1011,VPN = 8 48870 = 1011 1110 1110 0110, VPN = 11 12608 = 11 0001 0100 0000,VPN = 3 49225 = 1100 0000 0100 1001,VPN = 12 BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 68",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_068.png",
      "page_index": 293,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:23:21+07:00"
    }
  },
  "CO2007-chapter-5-slide-294-0000": {
    "id": "CO2007-chapter-5-slide-294-0000",
    "text": "TLB Address Virtual Page TLB H/M Valid Tag Physical Page 1 11 12 TLB miss 4669 1 1 7 4 PT hit 1 3 6 PF 1 (last access 0) 1 13 1 (last access 1) 0 5 1 7 4 TLB miss 2227 0 PT hit 1 3 6 1 (last access 0) 1 13 1 (last access 1) 0 5 1 7 4 13916 3 TLB hit 1 (last access 2) 3 6 1 (last access 0) 1 13 1 (last access 1) 0 5 TLB miss 1 (last access 3) 8 14 34587 8 PT hit 1 (last access 2) 3 6 PF 1(last access 0) 1 13 1 (last access 1) 0 5 1 (last access 3) 8 14 TLBmiss 48870 11 PT hit 1 (last access 2) 3 6 1 (last access 4) 11 12 1 (last access 1) 0 5 1 (last access 3) 8 14 12608 3 TLB hit 1 (last access 5 3 6 1 (last access 4) 11 12 1 (last access 6) 12 15 1 (last access 3) 8 14 TLB miss 49225 12 BK PT miss 1 (last access 5 3 6 TP.HCM 69 1 (last access 4) 11 12",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_069.png",
      "page_index": 294,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:23:32+07:00"
    }
  },
  "CO2007-chapter-5-slide-295-0000": {
    "id": "CO2007-chapter-5-slide-295-0000",
    "text": "TLB Address Virtual Page TLB H/M Valid Tag Physical Page 1 11 12 1 7 4 TLB miss 4669 0 PT hit 1 3 6 1 (last access 0) 0 5 1 11 12 1 7 4 2227 0 TLB hit 1 3 6 1 (last access 1) 0 5 1 11 12 1 7 4 13916 0 TLB hit 1 3 6 1 (last access 2) 0 5 1 (last access 3) 2 13 TLB miss 1 7 4 34587 2 PT hit 1 3 6 PF 1 (last access 2) 0 5 1 (last access 4) 2 13 1 7 4 48870 2 TLB hit 1 3 6 1 (last access 2) 0 5 1 (last access 4) 2 13 1 7 4 12608 0 TLB hit 1 3 6 1 (last access 5) 0 5 1 (last access 4) 2 13 1 7 4 49225 3 TLB hit BK 1 (last axxess 6) 3 6 TP.HCM 70 1 (last access 5) 0 5",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_070.png",
      "page_index": 295,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:23:41+07:00"
    }
  },
  "CO2007-chapter-5-slide-296-0000": {
    "id": "CO2007-chapter-5-slide-296-0000",
    "text": "Block Placement Determined by associativity Direct mapped (1-way associative) One choice for placement  n-way set associative  n choices within a set  Fully associative  Any location Higher associativity reduces miss rate - Increases complexity, cost, and access time BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 71",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_071.png",
      "page_index": 296,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:23:43+07:00"
    }
  },
  "CO2007-chapter-5-slide-297-0000": {
    "id": "CO2007-chapter-5-slide-297-0000",
    "text": "Finding a Block Hardware caches - Reduce comparisons to reduce cost Virtual memory - Full table lookup makes full associativity feasible  Benefit in reduced miss rate Associativity Location method Tag comparisons Direct mapped Index 1 n-way set associative Set index, then search entries n within the set Fully associative Search all entries #entries Full lookup table BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 72",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_072.png",
      "page_index": 297,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:23:48+07:00"
    }
  },
  "CO2007-chapter-5-slide-298-0000": {
    "id": "CO2007-chapter-5-slide-298-0000",
    "text": "Replacement Choice of entry to replace on a miss - Least recently used (LRU) Complex and costly hardware for high associativity - Pseudo-LRU Close to LRU, less costly hardware - Random Close to LRU, easier to implement Virtual memory - LRU approximation with hardware support BK TP.HCM 73 Computer Architecture (c) Cuong Pham-Quoc/HCMUT",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_073.png",
      "page_index": 298,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:23:50+07:00"
    }
  },
  "CO2007-chapter-5-slide-299-0000": {
    "id": "CO2007-chapter-5-slide-299-0000",
    "text": "Write Policy Write-through - Update both upper and lower levels - Simplifies replacement, but may require write buffer Write-back - Update upper level only  Update lower level when block is replaced  Need to keep more state Virtual memory - Only write-back is feasible, given disk write latency BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 74",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_074.png",
      "page_index": 299,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:23:53+07:00"
    }
  },
  "CO2007-chapter-5-slide-300-0000": {
    "id": "CO2007-chapter-5-slide-300-0000",
    "text": "Sources of Misses Compulsory misses (aka cold start misses)  First access to a block Capacity misses  Due to finite cache size  A replaced block is later accessed again Conflict misses (aka collision misses) - In a non-fully associative cache Due to competition for entries in a set - Would not occur in a fully associative cache of the same total size BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 75",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_075.png",
      "page_index": 300,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:23:57+07:00"
    }
  },
  "CO2007-chapter-5-slide-301-0000": {
    "id": "CO2007-chapter-5-slide-301-0000",
    "text": "Concluding  Remarks Fast memories are small, large memories are slow - We really want fast, large memories - Caching gives this illusion Principle of locality - Programs use a small part of their memory space frequently Memory hierarchy - L1 cache < > L2 cache < > ... < > DRAM memory < > disk Memory system design is critical for multiprocessors BK TP.HCM Computer Architecture (c) Cuong Pham-Quoc/HCMUT 76",
    "metadata": {
      "doc_type": "slide",
      "course_id": "CO2007",
      "source_file": "/workspace/data/converted/CO2007_Computer_Architecture/Chapter_5/slide_076.png",
      "page_index": 301,
      "language": "en",
      "ocr_engine": "PaddleOCR 3.2",
      "extractor_version": "1.0.0",
      "timestamp": "2025-10-31T05:23:59+07:00"
    }
  }
}