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Transcript
L4: Architectural Level Design 성균관대학교 조 준 동 교수 http://vlsicad.skku.ac.kr System-Level Solutions • • • • • Spatial locality: an algorithm can be partitioned into natural clusters based on connectivity Temporal locality:average lifetimes of variables (less temporal storage, probability of future accesses referenced in the recent past). Precompute physical capacitance of Interconnect and switching activity (number of bus accesses) Architecture-Driven Voltage Scaling: Choose more parallel architecture Supply Voltage Scaling : Lowering V dd reduces energy, but increase delays Software Power Issues • • • • • • • • • Upto 40% of the on-chip power is dissipated on the buses ! System Software : OS, BIOS, Compilers Software can affect energy consumption at various levels InterInstruction Effects Energy cost of instruction varies depending on previous instruction For example, XORBX 1; ADDAX DX; Iest = (319:2+313:6)=2 = 316:4mA Iobs =323:2mA The difference defined as circuit state overhead Need to specify overhead as a function of pairs of instructions Due to pipeline stalls, cache misses Instruction reordering to improve cache hit ratio Software Power Optimization • Operand swapping • • Instruction packing – reduce cache miss with a high power penalty – example • Fujisu DSP • permit an ALU operation and a memory data transfer to be packed Instruction ordering – attempt to minimize the energy associated with the circuit state effect – reordering instruction to minimize the total power for a given table – minimize activity associated with the operand – attempts to swap operands to ALU or FPU Software Power Optimization • Minimizing memory access costs – minimizes the number of memory accesses required by an algorithm – example Before FOR i:= 1 TO N DO B[i] = f(A[i]); FOR i:= 1 TO N DO C[i] = g(B[i]); After • Memory bank assignment – formulated as a graph partitioning problem – each groups correspond to a memory bank – optimum code sequence can vary using dual loads b d access graph for code fragment e FOR i:= 1 TO N DO B[i] = f(A[i]); C[i] = g(B[i]); a c b c a d END_FOR; e partitioned access graph Bank A Bank B Power Management Mode • APM System • • Support power management APM-Aware APM-Aware – easy control for Application Application applications and OS APM : Advanced power management Operating APM Driver System – power states • Full On • APM Enabled • APM Standby BIOS APM BIOS • APM Suspend • Off APM BIOS Controlled Hardware APM-Aware Device Driver APM-Aware Device Driver OS dependent OS independent Add-In Device Add-In Device Power Management Mode • APM state transitions Device Responsiveness Decrease Off Switch Power Managed Full On •APM Enable •Enable Call •Off Switch •Off Call •APM Disable •Disable Call APM Enabled •Short Inactivity •Standby Call Off Switch Off Switch APM Standby APM Suspend Hibernation Off •Long Inactivity •Suspend Interrupt •Suspend Call On Switch Power Usage Increase Power Management Mode • MIPS 4200 • PowerPC 603 – Doze • clock running to data cache, snooping logic, time base/decrementer only – Nap • clocks running to time base/decrementer only – Sleep • all clocks stopped, no external input clock – Reduced power • clocks at 1/4 bus clock frequency • Hitachi SH7032 – Sleep • CPU clocks stopped, preipherals remain clocked – Standby • all clocks stopped peripherals initialized Power Optimization • • • • • Modeling and Technology Circuit Design Level Logic and Module Design Level Architecture and System Design Level Some Design Examples – ARM7TDMI Some Design Examples Processor • ARM7TDMI core – size : 1mm2 @ 0.25um – power : • 0.181W@33MHz 5V • 143 MIPS/W – feature • 32 bit addressing • 32x8 DSP multiplier • 32-bit register bank and ALU • 32-bit barrel shifter – thumb instruction set • compressed 32-bit ARM instruciton • high-code density ARM7D ARM7TDMI PC403GA V810 68349 29200 486DX i960SA System Power(W) MIPS/W 33Mhz 5V 33Mhz 5V 40Mhz 5V 25Mhz 5V 25Mhz 5V 16Mhz 5V 33Mhz 5V 16Mhz 5V 0.165 0.181 1 0.5 0.96 1.1 4.5 1.25 185 143 39 36 9 7 6 4 Processor with Power Management • Clock power management – basic logical method • gated clocking – hardware method • external pin + control register bit – software method • specific instructions + control register bit Avoiding Wastful Computation • • • • • • • • Preservation of data correlation Distributed computing / locality of reference Application-specific processing Demand-driven operation Transformation for memory size reduction Consider arrays A and C are already available in memory When A is consumed another array B is generated; when C is consumed a scalar value D is produced. Memory Size can be reduced by executing the j loop before the i loop so that C is consumed before B is generated and the same memory space can be used for both arrays. Avoiding Wastful Computation Architecture Lower Power Design • Optimum Supply Voltage Architecture through Hardware Duplication (Trading Area for Lower Power) and/or Pipelining – complex and fewer instruction requires less encoding, but larger decode logic! • use small complex instruction with smaller instruction length (e.g., Hitachi SH: 16-bit fixed-length, arithmetic instruction uses only two operands, NEC V800: variable-length instruction decoding overhead ) • Superscalar: CPI < 1: parallel instruction execution. VLIW architecture. Variable Supply Voltage Block Diagram • • • Computational work varies with time. An approach to reduce the energy consumption of such systems beyond shut down involves the dynamic adjustment of supply voltage based on computational workload. The basic idea is to lower power supply when the a fixed supply for some fraction of time. The supply voltage and clock rate are increased during high workload period. Power Reduction using Variable Supply •Circuits with a fixed supply voltage work at a fixed speed and idle if the data sample requires less than the maximum amount of computation. • Power is reduced in a linear fashion since the energy per operation is fixed. If the work load for a given sample period is less than peak, then the delay of the processing element can be increased by a factor of 1/workload without loss in throughput, allowing the processor to operate at a lower supply voltage. Thus, energy per operation varies. Data Driven Signal Processing The basic idea of averaging two samples are buffered and their work loads are averaged. The averaged workload is then used as the effective workload to drive the power supply. Using a pingpong buffering scheme, data samples In +2, In +3 are being buffered while In, In +1 are being processed. Datapath Parallelization Memory Parallelization At first order P= C * f/2 * Vdd2 Pipelined Micro-P Architecture Trade-Off Ppipeline = (1.15C)( 0.58V)2 (f) = 0.39P Pparallel = (2.15C)(0.58V)2 (0.5f) = 0.36P PIPLELINED Implementation Different Classes of RISC Micro-P Application Specific Coprocessor • • • • • • DSP's are increasingly called upon to perform tasks for which they are not ideally suited, for example, Viterbi decoding. They may also take considerably more energy than a custom solution. Use the DSP for portions of algorithms for which it is well suited, and craft an application-specic coprocessor (i.e., custom hardware) for other tasks. This is an example of the dierence between power and energy The application-specic coprocessor may actually consume a more power than the DSP, but it may be able to accomplish the same task in far less time, resulting in a net energy savings. Power consumption varies dramatically with the instruction being executed. Clock per Instruction (CPI) SUPERPIPELINE micro-P VLIW Architecture Compiler takes the responsibility for finding the operations that can be issued in parallel and creating a single very long instruction containing these operations. VLIW instruction decoding is easier than superscalar instruction due to the fixed format and to no instruction dependency. The fixed format could present more limitations to the combination of operations. Intel P6: CISC instructions are combined on chip to provide a set of micro-operations (i.e., long instruction word) that can be executed in parallel. As power becomes a major issue in the design of fast -Pro, the simple is the better architecture. VLIW architecture, as they are simpler than N-issue machines, could be considered as promising architectures to achieve simultaneously high-speed and low-power. Architecture Optimization current_sum 14 2’s complement architecture – correlator example • 64MHz random input • 64KHz accumulated output • 1024 length – accumulator acts as a low-pass filter • higher order bits have little switching activity – high switching activity of the adder • all of the input bits to the adder switch each time the input changes sign 4 14 + 4 in_latched add_out CLK CLK (64MHz) (64KHz) CLK (64MHz) Transition Activity • add_out 1.0 sign-extension 0.5 0.0 0 in_latched current_sum 2 4 6 Bit Position 8 10 12 Architecture Optimization 13 sign-bit (to control) Sign-magnitude architecture – low switching activity in high order bit • no sign-extension is being performed • higher order bits only need an incrementer – power is not sensitive to very rapid fluctuations in the input data input pattern constant(7,7,…) ramp(-7,-6,..,6,7..) random min->max->min (-7,+7,-7,+7,…) 2’s(mW) Sign(mW) 1.97 2.13 3.42 2.25 2.51 2.51 5.28 2.46 3 + 13 gated clk 4 clk(64KHz) 14 - 3 13 3 clk (64MHz) 13 + 14 clk(64KHz) NEGACC gated clk Transition Activity • POSACC clk(64KHz) sum(2’s complement) 1.0 suma suma + sumb (sign-magnitude) 0.5 sumb 0.0 0 2 4 6 Bit Position 8 10 12 Architecture Optimization IN >>8 IN >>7 + SUM1 IN + SUM2 IN IN Transition Activity Ordering of input signals – the ordering of operations can result in reduced switching activity – example • multiplication with a constant : IN + (IN >> 7) + (IN >> 8) – topology II • the output of first adder has a small amplitude -> lower switching activity • switched 30% less 0.4 SUM1 + IN >>7 + >>8 SUM1 SUM2 0.2 0.0 0 SUM2 2 4 6 8 10 12 10 12 Bit Position Transition Activity • 0.4 SUM1 SUM2 0.2 0.0 0 2 4 6 Bit Position 8 • Architecture Optimization Reducing glitching activity – static design can exhibit spurious transitions • finite propagation delay from one logic block to the next – important to balance all signal path and reduce the logic depth – multiple input addition • 4 input case : 1.5 larger than tree implementation • 8 input case : 2.5 larger than tree implementation A B A + C + B C + D D + + + Chained implemenation Tree implemenation Synchronous VS. Asynchronous SYSTEMS • • Synchronous system: A signal path starts from a clocked flip- flop through combinational gates and ends at another clocked flip- flop. The clock signals do not participate in computation but are required for synchronizing purposes. With advancement in technology, the systems tend to get bigger and bigger, and as a result the delay on the clock wires can no longer be ignored. The problem of clock skew is thus becoming a bottleneck for many system designers. Many gates switch unnecessarily just because they are connected to the clock, and not because they have to process new inputs. The biggest gate is the clock driver itself which must switch. Asynchronous system (self-timed): an input signal (request) starts the computation on a module and an output signal (acknowledge) signifies the completion of the computation and the availability of the requested data. Asynchronous systems are potentially response to transitions on any of their inputs at anytime, since they have no clock with which to sample their inputs. Synchronous VS. Asynchronous SYSTEMS • • • • • • • More difficult to implement, requiring explicit synchronization between communication blocks without clocks If the signal feeds directly to conventional gate-level circuitry, invalid logic levels could propagate throughout the system. Glitches, which are filtered out by the clock in synchronous designs, may cause an asynchronous design to malfunction. Asynchronous designs are not widely used, designers can't find the supporting design tools and methodologies they need. DCC Error Corrector of Compact cassette player saves power of 80% as compared to the synchronous counterpart. Offers more architectural options/freedom encourages distributed, localized control offers more freedom to adapt the supply voltage Asynchronous Modules Example: ABCS protocol 6% more logics Control Synthesis Flow PIPELINED SELF-TIMED micro P Programming Style Speed vs. Power Optimization