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Simulation of Fracturable LUTs Tim Pifer. Presentation Overview Altera ALM from Stratix II Stratix V architecture Current VPR method for Fracturable LUTS.

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Presentation on theme: "Simulation of Fracturable LUTs Tim Pifer. Presentation Overview Altera ALM from Stratix II Stratix V architecture Current VPR method for Fracturable LUTS."— Presentation transcript:

1 Simulation of Fracturable LUTs Tim Pifer

2 Presentation Overview Altera ALM from Stratix II Stratix V architecture Current VPR method for Fracturable LUTS – Wiremap for technology mapping – AApack for packing

3 Traditional 4LUTs provide the best area-delay product Larger LUTs – Shorter critical path – Absorb more logic – Larger LUT mask – More input Muxing reduce critical path depth by 20%, improving area Improving FPGA Performance and Area Using an Adaptive Logic Module Mike Hutton, Jay Schleicher, David Lewis, Bruce Pedersen, Richard Yuan, Sinan Kaptanoglu, Gregg Baeckler, Boris Ratchev, Ketan Padalia, Mark Bourgeault, Andy Lee, Henry Kim and Rahul Saini Altera Adaptive Logic Module

4 Motivation from other architectures BLE5 - 15% fewer LUTs, 25% shorter unit delay BLE6 - 22% fewer LUTs, 36% shorter unit delay BLE7 - 28% fewer LUTs, 46% shorter unit delay K=6 25% 6LUT Example design – K=4 100 LUTs – K=6 78 LUTs : 23 6LUT,32 5LUT,17 4LUT,9 3LUT,13 2LUT Stratix, VirtexII : 30:1 input mux relative contribution of routing area and interconnect delay increase with each generation of fabrication

5 Simple Example: 6LUT from 4BLEs Larger Area 19 input, 4 registers For 6-LUT, 4LUTs have identical inputs, separate input muxes 3 /4 registers, outputs wasted

6 Improved Example: 6,2 Fracturable LE 8 Inputs, 2 outputs, 2 registers 1 6LUT 2 5LUTs with input Sharing 2 independent 4 LUTS comparable in area with two BLE4 Functionally closer to two BLE5 logic elements.

7 Final Version Composed of 3LUTs Added d2 muxed output c1 or GND,c2 or VCC muxed remove mux from d1 swap muxes controlled by R and T two 6LUTs share 4 inputs, identical LUT-mask 4:1 muxes, common data, different select lines Up to 12% pairs of 6-LUTs R=0 T=1 S=1 implements 2 muxed 5Luts with 7 inputs – F1 = fn(a1,a2,b1,b2,d1) – F2 = fn(a1,a2,b2,c2,d1) – Out = mux(F1,F2,c1) roughly area-neutral with BLE4 and 36% decrease in logic depth

8 How do we set RSTU for a 6LUT?

9 8:1 mux implementation 8:1 mux in 2 ALMs (4 ALUTs) using 7 input functions second ALM computes output – F1=fn(s0,s1,d3,y0,y1) – F2=fn(s0,s1,d7,y0,y1) – mux controlled by s2 5 BLE4 vs. 2 ALMs, saves one BLE4

10 Stratix V ALM can become 2 4LUTS eight inputs for both ALUTs backward- compatible with 4LUT architectures Logic Array Blocks and Adaptive Logic Modules in Stratix V Devices

11 Stratix V

12 Normal Modes

13 Normal LUT mode single 6LUT mode, other inputs used for registers

14 Extended LUT mode 7 input function 2-to-1 multiplexer with two 5LUTS sharing 4 inputs. If Else statements

15 Why 6LUTS: DES Example DES : 8 sboxes or substitution tables sbox has 6 inputs, 4 outputs Each output: – 1 6LUT – 6 4LUTs % less area

16 How would we alter technology mapping to best support FLUTs?

17 Technology Mapping 1 4LUT and 2 6LUTs requiring 3 ALMs Could use 4 5LUTs requiring 2 ALMs and the same logic depth

18 Balancing Technology Mapping Must maintain optimal critical path depth, more packable LUT distribution avoid 6-LUTs when not helping delay 8:1 muxes identified separately and mapped to 7 input functions 7% of ALMs are 7-input functions

19 Results: Performance 80 designs tested 130nm process Minimum chip size used Spice models for delay

20 Results: Area

21 Stratix vs. Stratix II

22 Conclusions Benefits of 6LUTS without underutilization Larger LUT Costs: – LUT-mask size – input and output muxing – FFs 6-LUT is fracturable into 5 LUTs, area comparable to 2 BLE4s 7-input functions and 6 input pairs Technology mapping support is needed for best results 6,2 Alm vs 4BLE: – 15% better performance – 12% smaller area average

23 How do we need to alter VPR to support FLUTs?

24 AAPack and wiremap ABC with Wiremap technology mapping to primitives AApack- capable of packing complex logic blocks based on logic primitives

25 Wiremap reduces 6LUTs percentage Does not increase: – logic depth – total LUT count WireMap: FPGA Technology Mapping for Improved Routability Stephen Jang, Billy Chan, Kevin Chung, Alan Mishchenko

26 AAPack Overview Current tools can’t support the complexity of logic blocks New logic block description language: – Depict complex interconnects – Hierarchy – Modes of operation Can pack complex blocks Area driven Area is compared to the theoretical minimum Verilog input for large benchmarks Architecture Description and Packing for Logic Blocks with Hierarchy, Modes and Complex Interconnect Jason Luu, Jason Anderson, and Jonathan Rose

27 Example: Virtex-6 Logic Block Tools don’t support Stratix IV or Virtex 6 Virtex 6: – complex soft logic blocks – hard memories – multipliers

28 What AAPack does Can describe: – complex logic blocks with arbitrary internal routing structures – Variable memory configurations: 4Kx8, or 8Kx4, or 16Kx2 area-driven packing inputs: – user design – architectural description

29 Complex Block Description Language Expressive: The language should be capable of describing a wide range of complex blocks. Simple: The language constructs should match closely with an FPGA architect’s existing knowledge and intuition. Concise: The language should permit complex blocks to be described as concisely as possible.

30 Physical blocks Specified in XML Hierarchy – Other blocks and – existing primitives Inputs and outputs and clocks with pin numbers

31 Primitives Common primitives are handled in the language LUTs inputs can be reordered, a memory address cannot

32 Intra-Block Interconnect Complete: crossbar switch –internal programmable signal direct: direct connection- wire connection, no programmability mux: multiplexed connection single-bit/bus - programmable signal

33 Modes of Operation Mutually exclusive functionality Represent FPGA structures being used in different ways

34 Packing Algorithm Input: technology mapped Netlist, XML architecture Output: Packed complex blocks Greedy algorithm similar to other packing methods while until all blocks are packed Seed block s selected and packed New complex block B for s Pack additional blocks into B – Choose a compatible block c – Pack c into B if valid Add B to Packed list

35 Selecting Netlist and Complex Blocks Choose the block with the most nets attached Candidates are selected based on affinity in equation 1 Affinity = shared nets and connections divided by the number of pins the new block would add. Connections is a measure of how likely the new block will need external connections Alpha is set to.9

36 Legality: Location attempting to pack: – chooses a location – verifies routing traversing the complex block as a tree ordered smallest to largest right to left traversed right to left to ensure smallest resource consumption attempts to pack the other nodes in the sub- tree: find a flip flop for a LUT 30 packs on the sub-tree

37 Legality: Routablility Initially, check if packing would exceeded external pin count Then, generate routing graph for complex block Assume any output can connect to any input of a complex block (switchbox architecture) Apply pathfinder

38 Memory Primitives are technology mapped with a single bit width 256 X 8 memory mapped as 8 256X 1 bit memories primitives mapped to same component if bus signals identical

39 Limitations No support for timing in this implementation primitive can map to only one complex logic block – flip flop can only be used in a LUT complex block, they cannot also be present in Multiplier complex blocks

40 What are some faults of this packing method?

41 Experiments Verilog benchmarks soft processors image processors

42 Fracturable LUTS CLBs: – fully connected BLEs – FI X N – no pin sharing – 8 BLEs BLEs : – 1FLUT – 2 flip flops – 2 outputs FlUTs: – 2 Modes 6Lut Dual 5LUTs – Variable number of inputs – Dual mode input sharing depends on number of inputs

43 FLUT Evaluation Compare achieved area with the lower bound Lower bound: number of complex blocks needed to contain the primitives without routing considerations Efficiency : ratio of the achieved number of logic blocks and this value

44 Efficiency Results 5 indicates all inputs are shared, 10 indicates no inputs are shared 6 or 7 achieves tolerable efficiency Number of inputs FI varied 5 – 10 Geometric average across 5 benchmarks

45 Logic blocks and Channel width with number of inputs # blocks decreases to 7 Channel width from # inputs – first increases from more routing to each block – then decreases after 7: full efficiency so easier routing

46 Memory Varied # bits and max width best utilization: smallest size, maximum width

47 CLB consumption with memory size Smaller memories: more logic due to muxes Best results: multiple memory sizes

48 Conclusions New language can describe complex architectures using: – Hierarchy – Modes – Arbitrary interconnects Packing algorithm for this architecture Verified on large benchmarks Needs timing driven packing

49 How can we get additional improvement from technology mapping?

50 Academic FLUTs soft logic 4 architectures : – K = 6 – M = 5,6,7,8 M5: dual-output 6- LUT of a Xilinx Virtex 5 M8: Stratix II ALM Exploring FPGA Technology Mapping for Fracturable LUT Minimization David Dickin, Lesley Shannon

51 BLE BLE: – 1 FLUT – 2 Registers – 8 inputs – 4 outputs

52 LUT Balancing Experiments WireMap - no LUT balancing WireMap - with LUT balancing increase the cost of LUT5, LUT6 from 1.0 to 2.5 in 0.1 increments Smaller LUT weighs unchanged

53 Varying 6LUT weight

54 Varying 5LUT and 6LUT weight

55 Different Architectures

56 Clock Frequency

57 FLUT Reduction by Architecture


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