EEC 581 Computer Architecture Instruction Level Parallelism (3.4 & 3.5 Dynamic Scheduling) Chansu Yu Electrical and Computer Engineering Cleveland State University Overview of Chap. 3 (again) • Pipelined architecture allows multiple instructions run in parallel (ILP) • But, it has data and control hazard problems • How can we avoid or alleviate the hazard problems in pipelined architecture? • Key idea is to “reorder” the execution of instructions !!! 3.3 Branch prediction (branch history table) 3.6 Speculative execution 3.4 & 3.5 Multiple issue – dependency (“commit”) Dynamic scheduling (forwarding) 3.7 Multiple issue – dependency Static scheduling (“VLIW”) 9/4/2018 2 1 Outline • ILP (3.1) • Compiler techniques to increase ILP (3.1) • Loop Unrolling (3.2) • Static Branch Prediction (3.3) • Dynamic Branch Prediction (3.3) • Overcoming Data Hazards with Dynamic Scheduling (3.4) • Tomasulo Algorithm (3.5) • Speculation, Speculative Tomasulo, Memory Aliases, Exceptions, Register Renaming vs. Reorder Buffer (3.6) • VLIW, Increasing instruction bandwidth (3.7) • Instruction Delivery (3.9) 9/4/2018 3 Extracting Yet More Performance • Two options: –Increase the depth of the pipeline to increase the clock rate – superpipelining –Fetch (and execute) more than one instructions at one time (expand every pipeline stage to accommodate multiple instructions) – multiple-issue (VLIW or superscalar) 9/4/2018 4 2 Extracting Yet More Performance • Superpipelined: Increase the depth of the pipeline leading to shorter clock cycles (and more instructions “in flight” at one time) – The higher the degree of superpipelining, the more forwarding/hazard hardware needed, the more pipeline latch overhead, and the bigger the clock skew • Multiple-issue: Launching multiple instructions per stage allows the instruction execution rate, CPI, to be less than 1 – So instead we use IPC: instructions per clock cycle – E.g., a 6 GHz, four-way multiple-issue processor can execute at a peak rate of 24 billion instructions per second with a best case CPI of 0.25 or a best case IPC of 4 9/4/2018 5 Multiple-Issue Processor Styles • Static multiple-issue processors (aka VLIW) – Decisions on which instructions to execute simultaneously are being made statically (at compile time by the compiler) – E.g., Intel Itanium and Itanium 2 for the IA-64 ISA – EPIC (Explicit Parallel Instruction Computer) • Dynamic multiple-issue processors (aka superscalar) – Decisions on which instructions to execute simultaneously are being made dynamically (at run time by the hardware) – E.g., IBM Power 2, Pentium 4, MIPS R10K, HP PA 8500 9/4/2018 6 3 Multiple-Issue Datapath Responsibilities • Must handle, with a combination of hardware and software fixes, the fundamental limitations of – Data hazards » We’ll see in more detail – Control hazards » Use dynamic branch prediction to help resolve the ILP issue – Structural hazards » A SS/VLIW processor has a much larger number of potential resource conflicts » Functional units may have to arbitrate for result buses and register-file write ports » Resource conflicts can be eliminated by duplicating the resource or by pipelining the resource 9/4/2018 7 Instruction Issue and Completion Policies • Instruction-issue – initiate execution – Instruction lookahead capability – fetch, decode and issue instructions beyond the current instruction • Instruction-completion – complete execution – Processor lookahead capability – complete issued instructions beyond the current instruction • Instruction-commit – write back results to the RegFile In-order issue with in-order completion In-order issue with out-of-order completion Out-of-order issue with out-of-order completion Out-of-order issue with out-of-order completion and in- order commit 9/4/2018 8 4 In-Order Issue with In-Order Completion • Simplest policy is to issue instructions in exact program order and to complete them in the same order they were fetched (i.e., in program order) • Example: – Assume a pipelined processor » that can fetch and decode two instructions per cycle, » that has three functional units, and » that can complete (and write back) two results per cycle I1 – needs two execute cycles (a multiply) I2 I3 I4 – needs the same function unit as I3 I5 – needs data value produced by I4 I6 – needs the same function unit as I5 9/4/2018 9 In-Order Issue, In-Order Completion I1 –two execute cycles EX EX I1 IF WB I2 I ID I3 n I4 –same function unit as I3 EX s IF IF WB I5 –data value produced by I4 I2 ID ID t I6 –same function unit as I5 r. IF EX WB I3 ID O r EX IF IF WB need forwarding d I4 ID ID hardware e r IF EX WB I5 ID In parallel can 8 cycles in total Fetch/decode 2 IF IF EX WB I6 Commit 2 ID ID 9/4/2018 10 5 In-Order Issue with Out-of-Order Completion • With out-of-order completion, a later instruction may complete before a previous instruction • Instruction issue is stalled when there is a resource conflict (e.g., for a functional unit) or a data conflict • New type of hazards due to – Anti-dependency (WAR hazard) – Output dependency (WAW hazard) 9/4/2018 11 IOI-OOC Example I1 –two execute cycles EX EX I1 IF WB I2 I ID I3 n I4 –same function unit as I3 EX s IF WB I5 –data value produced by I4 I2 ID t I6 –same function unit as I5 r. IF EX WB I3 ID O r EX IF IF WB d I4 ID ID e r IF EX WB I5 ID 7 cycles in total: IF IF EX WB I6 ID ID 1 cycle faster than IOI-IOC 9/4/2018 12 6 Data Dependence and Hazards • InstrJ is data dependent on InstrI => RAW hazard I: add r1,r2,r3 J: sub r4,r1,r3 • InstrJ is name dependent (anti-dependency) on InstrI => WAR hazard H: div r1,r2,r3 I: add r4,r1,r5 J: sub r5,r6,r7 Not a problem in IOI-IOC • InstrJ is output dependent on InstrI processor => WAW hazard I: mul r1,r4,r3 J: add r1,r2,r3 9/4/2018 K: sub r6,r1,r7 13 IOI-OOC: Output Dependencies EX IF EX There is one more situation that I1 WB I ID stalls instruction issuing with IOI- n OOC. EX s IF WB I1 – writes to R1 I2 ID t I2 – writes to R1 r. I5 – reads R1 IF EX WB I3 ID The issuing of I2 would O have to be stalled r EX IF IF WB d I4 ID ID While IOI-OOC yields e higher performance, it r EX requires more IF WB I5 ID dependency checking hardware IF IF EX WB I6 ID ID 9/4/2018 14 7 IOI-OOC: Output Dependencies • WAW hazard EX EX IF EX WB I1: mul r1,r4,r3 ID I2: add r1,r2,r3 EX r1 I3: or r0,r0,r0 IF WB ID I4: sub r6,r1,r7 r1 EX IF WB ID EX IF WB ID r1 9/4/2018 15 Out-of-Order Issue with Out-of-Order Completion • IOI processor stops decoding an instruction whenever it has a resource conflict or a data dependency. • But, next instructions might have neither resource conflict nor a data dependency • Fetch and decode instructions beyond the conflicted one, – store them in an instruction buffer (as long as there’s room), and – flag those instructions in the buffer that don’t have resource conflicts or data dependencies – Flagged instructions are then issued from the buffer without regard to their program order 9/4/2018 16 8 OOI-OOC Example I1 –two execute cycles EX EX I1 IF WB I2 I ID I3 n I4 –same function unit as I3 EX s IF WB I5 –data value produced by I4 I2 ID t I6 –same function unit as I5 r. IF EX WB I3 ID O r EX IF IF WB d I4 ID ID e r IF IF EX WB I5 ID ID 6 cycles in total: IF EX WB 1 cycle faster I6 ID than IOI-OOC 9/4/2018 17 OOI-OOC: Anti-Dependencies EX IF EX There is one more situation that I1 WB I ID stalls instruction issuing with OOI- n OOC. EX s IF WB I5 – read R5 I2 ID t I6 – writes to R5 r. EX The execution of I6 IF WB I3 ID would have to be O stalled r EX IF IF WB d I4 ID ID While OOI-OOC e requires more r IF IF EX WB dependency checking. I5 ID ID IF EX WB I6 ID 9/4/2018 18 9 OOI-OOC: Anti-Dependencies • WAR hazard EX EX I4: div r1,r2,r3 IF EX WB ID I5: div r4,r1,r5 IF IF IF EX I6: sub r5,r6,r7 WB ID ID ID r5 EX IF WB ID r5 9/4/2018 19 Dependencies Review • Each of the three data dependencies – True data dependencies (RAW) – Anti-dependencies (WAR) storage conflicts – Output dependencies (WAW) manifests itself through the use of registers (or other storage locations) • True dependencies represent the flow of data and information through a program • Anti- and output dependencies arise because of the limited number of registers; programmers reuse registers for different computations 9/4/2018 20 10 IOI-OOC: Output Dependencies • WAW hazard EX EX IF EX WB I1: mul r1,r4,r3 ID I2: add r1,r2,r3 EX r1 I3: or r0,r0,r0 IF WB ID I4: sub r6,r1,r7 r10 EX IF WB ID • Can be avoided by register renaming EX IF WB I1: mul r1,r4,r3 ID I2: add r10,r2,r3 r10 I3: or r0,r0,r0 I4: sub r6,r10,r7 9/4/2018 21 IOI-OOC: Output Dependencies • WAW hazard EX EX IF EX WB I1: mul r1,r4,r3 ID I2: add r1,r2,r3 EX r1 I3: or r0,r0,r0 IF WB ID I4: sub r6,r1,r7 r10 EX IF WB ID EX IF WB ID adder • Or, specify the functional unit that produces the new value of the register 9/4/2018 22 11 OOI-OOC: Anti-Dependencies • WAR hazard EX EX I4: div r1,r2,r3 IF EX WB ID I5: div r4,r1,r5 IF IF IF EX I6: sub r5,r6,r7 WB ID ID ID r5 EX IF WB ID • Can be avoided by register renaming r10 I4: div r1,r2,r3 I5: div r4,r1,r5 I6: sub r10,r6,r7 9/4/2018 23 Storage Conflicts and Register Renaming • Storage conflicts can be reduced (or eliminated) by increasing or duplicating the troublesome resource – Provide additional registers that are used to reestablish the correspondence between registers and values • Register renaming – the processor renames the original register identifier in the instruction to a new register (one not in the visible register set) R3 := R3 * R5 R3b := R3a * R5a R4 := R3 + 1 R4a := R3b + 1 R3 := R5 + 1 R3c := R5a + 1 • With a limited number of registers (e.g., IBM 360 in 1966), hardware-based, dynamic scheduling was used.