IC220 Set #19: Laundry, Co-dependency, and other Hazards of Modern (Architecture) Life Return to Chapter 4 1 Midnight Laundry Time 6 PM 7 8 9 10 11 12 1 2 AM Task order A B C D 2 Smarty Laundry Time 6 PM 7 8 9 10 11 12 1 2 AM 6 PM 7 8 9 10 11 12 1 2 AM Task order A B C D Time Task order A B C D 3 Pipelining • Improve performance by increasing instruction throughput Program execution Time order (in instructions) 200 lw $1, 100($0) Instruction fetch Reg lw $2, 200($0) 400 600 Data access ALU 800 1000 1200 1400 ALU Data access 1600 1800 Reg Instruction Reg fetch 800 ps lw $3, 300($0) Reg Instruction fetch 800 ps 800 ps Program execution Time order (in instructions) lw $1, 100($0) 200 Instruction fetch 400 Reg lw $2, 200($0) 200 ps Instruction fetch lw $3, 300($0) 600 ALU Reg Instruction 200 ps fetch 800 Data access ALU Reg 1000 1200 1400 Reg Data access ALU Reg Data access Reg 200 ps 200 ps 200 ps 200 ps 200 ps Ideal speedup is number of stages in the pipeline. Do we achieve this? 4 Basic Idea IF: Instruction fetch ID: Instruction decode/ register file read EX: Execute/ address calculation MEM: Memory access WB: Write back Add 4 ADD Add result Shift left 2 0 M u x 1 Read register 1 Address PC Read data 1 Read register 2 Registers Write Read register data 2 Instruction Instruction memory Write data Zero 0 M u x 1 ALU ALU result Address Read data Data Memory 1 M u x 0 Write data 16 Sign extend 32 5 Pipelined Datapath IF/ID ID/EX EX/MEM MEM/WB Add Add Add result 4 Shift left 2 PC Address Instruction memory Instruction 0 M u x 1 Read register 1 Read data 1 Read register 2 Registers Read Write data 2 register Write data 0 M u x 1 Zero ALU ALU result Read data Address Data memory 0 M u x 1 Write data 16 32 Sign extend 6 Pipeline Diagrams Clock cycle: Time 200 1 2 IF $s0, $t0, add $s0,add $s1, $s2$t1 400 600 3 EX ID 200 Time IF sub $a1, $s2, $a3 add $s0, $t0, $t1 600 EX ID IF 6 7 800 400 600 EX ID 1000 WB MEM 200 add $s0, $t0, $t1 1000 5 WB MEM 400 Time add $t0, $t1, $t2 800 4 800 MEM 1 WB Assumptions: • Reads to memory or register file in 2nd half of clock cycle • Writes to memory or register file in 1st half of clock cycle What could go wrong? 7 Problem: Dependencies • Problem with starting next instruction before first is finished Clock cycle: Time subadd $s0, $s2 $s0,$s1, $t0, $t1 1 200 IF 2 400 200 Time 600 EX ID and $a1, $s0, $a3 add $s0, $t0, $t1 3 IF 800 5 600 EX 200 1000 6 7 8 WB MEM 400 ID Time 4 800 WB MEM 400 1000 600 800 1000 add $t0, $t1, $s0 add $s0, $t0, $t1 or $t2, $s0, $s0 IF Time add $s0, $t0, $t1 ID IF 200 EX ID 400 MEM 600 EX WB 800 WB MEM Dependencies that “go backward in time” are ____________________ Will the “or” instruction work properly? 8 Solution: Forwarding Use temporary results, don’t wait for them to be written Clock cycle: Time sub add $s0, $s2 $s0,$s1, $t0, $t1 1 2 200 IF 400 3 EX ID 200 Time and $a1, $s0, $a3 add $s0, $t0, $t1 600 IF 4 800 600 EX ID 1000 200 6 7 8 WB MEM 400 Time 5 800 WB MEM 400 1000 600 800 1000 add $t0, $t1, $s0 IF Time add $s0, $t0, $t1 or $t2, $s0, $s0 ID 200 IF add $s0, $t0, $t1 EX WB 400 MEM 600 EX ID 800 WB MEM Where do we need this? Will this deal with all hazards? 9 Problem? Clock cycle: Time lw $t0,add 0($s1) $s0, $t0, $t1 1 200 IF 2 400 add $s0, $t0, $t1 600 EX ID 200 Time sub $a1, $t0, $a3 3 IF 800 4 600 EX ID 200 Time 6 7 WB MEM 400 1000 5 800 WB MEM 400 1000 600 800 10 add $a2, $t0, $t2 add $s0, $t0, $t1 IF ID EX MEM WB Forwarding not enough… When an instruction tries to ___________ a register following a ____________ to the same register. 10 Solution: “Stall” later instruction until result is ready Clock cycle: 1 2 3 4 5 6 7 lw $t0, 0($s1) sub $a1, $t0, $a3 add $a2, $t0, $t2 Why does the stall start after ID stage? 11 Assumptions • For exercises/exams/everything assume… – The MIPS 5-stage pipeline – That we have forwarding …unless told otherwise 12 Exercise #1 – Pipeline diagrams • Draw a pipeline stage diagram for the following sequence of instructions. Start at cycle #1. You don’t need fancy pictures – just text for each stage: ID, MEM, etc. add $s1, $s3, $s4 lw $v0, 0($a0) sub $t0, $t1, $t2 • What is the total number of cycles needed to complete this sequence? • What is the ALU doing during cycle #4? • When does the sub instruction writeback its result? • When does the lw instruction access memory? 13 Exercise #2 – Data hazards • Consider this code: 1. add $s1, $s3, $s4 2. add $v0, $s1, $s3 3. sub $t0, $v0, $t2 4. and $a0, $v0, $s1 1. Draw lines showing all the data dependencies in this code 2. Which of these dependencies do not need forwarding to avoid stalling? 14 Exercise #3 – Data hazards • Draw a pipeline diagram for this code. Show stalls where needed. 1. add $s1, $s3, $s4 2. lw $v0, 0($s1) 3. sub $v0, $v0, $s1 15 Exercise #4 – More Data hazards • HW: 4-81 to 4-82 Draw a pipeline diagram for this code. Show stalls where needed. 1. 2. 3. 4. lw lw sw sw $s1, $v0, $v0, $t0, 0($t0) 0($s1) 4($s1) 0($t1) 16 The Pipeline Paradox • Pipelining does not ________________ the execution time of any ______________ instruction • But by _____________________ instruction execution, it can greatly improve performance by ________________ the ________________ 17 Structural Hazards • Occur when the hardware can’t support the combination of instructions that we want to execute in the same clock cycle • MIPS instruction set designed to reduce this problem • But could occur if: 18 Control Hazards • What might be a problem with pipelining the following code? Else: • beq lw sw add $a0, $v0, $v0, $a1, $a1, Else 0($s1) 4($s1) $a2, $a3 What other kinds of instructions would cause this problem? 19 Control Hazard Strategy #1: Predict not taken • What if we are wrong? • Assume branch target and decision known at end of ID cycle. Show a pipeline diagram for when branch is taken. beq $a0, $a1, Else lw $v0, 0($s1) sw $v0, 4($s1) Else: add $a1, $a2, $a3 20 Control Hazard Strategies 1. Predict not taken One cycle penalty when we are wrong – not so bad Penalty gets bigger with longer pipelines – bigger problem 2. 3. 21 Branch Prediction Taken Not taken Predict taken Predict taken Taken Not taken Taken Not taken Predict not taken Predict not taken Taken Not taken With more sophistication can get 90-95% accuracy Good prediction key to enabling more advanced pipelining techniques! 22 Code Scheduling to Improve Performance • Can we avoid stalls by rescheduling? lw add lw add • $t0, $t2, $t3, $t4, 0($t1) $t0, $t2 4($t1) $t3, $t4 Dynamic Pipeline Scheduling – Hardware chooses which instructions to execute next – Will execute instructions out of order (e.g., doesn’t wait for a dependency to be resolved, but rather keeps going!) – Speculates on branches and keeps the pipeline full (may need to rollback if prediction incorrect) 23 Dynamic Pipeline Scheduling • • Let hardware choose which instruction to execute next (might execute instructions out of program order) Why might hardware do better job than programmer/compiler? Example #1 lw $t0, 0($t1) add $t2, $t0, $t2 lw $t3, 4($t1) add $t4, $t3, $t4 Example #2 sw $s0, 0($s3) lw $t0, 0($t1) add $t2, $t0, $t2 24 Exercise #1 • Can you rewrite this code to eliminate stalls? 1. 2. 3. 4. lw lw sw add $s1, $v0, $v0, $t0, 0($t0) 0($s1) 4($s1) $t1, $t2 25 Exercise #2 • HW: 4-86 to 4-87 Show a pipeline diagram for the following code, assuming: – The branch is predicted not taken – The branch actually is taken lw beq sub Label2: add $t1, $s1, $v0, $t0, 0($t0) $s2, Label2 $v1, $v2 $t1, $t2 26 Exercise #3 – Stretch • This diagram (from before) has a serious bug. What is it? IF/ID ID/EX EX/MEM MEM/WB Add Add Add result 4 Shift left 2 PC Address Instruction memory Instruction 0 M u x 1 Read register 1 Read data 1 Read register 2 Registers Read Write data 2 register Write data 0 M u x 1 Zero ALU ALU result Read data Address Data memory 0 M u x 1 Write data 16 32 Sign extend 27 Implementing Pipelining • What makes it easy? – all instructions are the same length – just a few instruction formats – memory operands appear only in loads and stores • What makes it hard? – data hazards – structural hazards – control hazards • What make it really hard? – exception handling – Improving performance with out-of-order execution, etc. 28 Pipeline Control • Generate control signal during the ________ stage • _________ control signals along just like the __________ Instruction R-format lw sw beq Execution/Address Calculation Memory access stage stage control lines control lines Reg ALU ALU ALU Mem Mem Dst Op1 Op0 Src Branch Read Write 1 1 0 0 0 0 0 0 0 0 1 0 1 0 X 0 0 1 0 0 1 X 0 1 0 1 0 0 Write-back stage control lines Reg Mem to write Reg 1 0 1 1 0 X 0 X WB Instruction IF/ID Control M WB EX M WB ID/EX EX/MEM MEM/WB 29