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SRAM Redundancy Insertion -
Expert Prescription Required
      .Arie Komarnitzky - Avnet ASIC Israel LTD




                      May 2,2, 2012
                       May 2012                   1
SRAM redundancy insertion - expert
               perscription required

•   AAI introduction
•   SRAM redundancy
•   Yield considerations
•   Production test considerations
•   Design considerations
•   Summary




                           May 2, 2012        2
Avnet ASIC Israel In Brief
 AAI provides complete ASIC solutions for fabless & System houses.
 Our core business
     ASIC/SoC Design and Implementation
     Turnkey Manufacturing
 Established in 1986 – first & largest ASIC design center in Israel
 In the past 20 years, AAI has successfully completed more than 300
  tape-outs for the Israeli ASIC market
 Subsidiary of Avnet Inc. - largest global technology B2B distributor
 Partners:




                                May 2, 2012                              3
AAI unique expertise
 Deep-sub-micron (0.18u, 0.13u, 90nm, 65nm, 40nm, 28nm) System-
  on-Chip implementation (design & manufacturing)
 System architecture in CPU environment (ARM, MIPS, ARC)
 Mixed Signal and Full Custom analog designs
 IP integration and verification (ARM, MIPS, USB2.0, PCI-Ex,
  DDR2/3, etc.)
 Design for test: JTAG, memory BIST, SCAN insertion and ATPG
 Design methodologies for low power applications
 Design for manufacturability (DFM): yields, quality, reliability
 Advanced assembly techniques: CSP, Flip-Chip, BGA, MCP/SIP
 Test program and test hardware development and debug


                                    May 2, 2012                      4
SRAM redundancy
                                 Redundancy concept example 4 bit register

                                                WEN

                          Din3
                                                      D    Q                 Dout3
                                                      EN
                          Din2
                                                      D    Q                 Dout2
                                                      EN
                          Din1
                                                      D    Q                 Dout1
                                                      EN
                          Din0
                                                      D    Q                 Dout0
                                                      EN




                                                      D    Q

                                                      EN


Hard – programmed once
    at production test    Redundancy
                          configuration
Soft – programmed every        bits
    system power up


                                          May 2, 2012                                5
SRAM Redundancy - Basics

• Memories are more prone to defects then other
  sections of SOC
• SRAM Repair
  – defect SRAM bits are repaired by replacing bad rows and
    columns with redundant rows and columns
  – After repair the memory yield is aligned with the rest of the
    chip
  – Result is more good dies per wafer
• As wafer cost is fixed, unit cost decreases
• Savings from SRAM redundancy increase with volume

                             May 2, 2012                            6
SRAM redundancy – DFY (Design for Yield)
• SRAM redundancy insertion is DFY methodology
• Some popular DFY methodologies from 40nm and
  below – CAA, CMP, LPA, …
• Similar to other DFY methodologies:
   – Most SRAM redundancy costs are at design stage
   – SRAM redundancy gains are from production
      • volume dependent
      • delayed
• ROI calculation is required for SRAM redundancy go/
  no go decision

                            May 2, 2012                 7
SRAM redundancy – Costs
Possible costs at design stage
• dedicated IP:
   – SRAM compiler with redundant rows and columns
   – BIST tools supporting redundancy
   – FUSE/EFUSE/OTP or Soft Repair
• design time, spec degradation and schedule impact
Addition to unit cost
• area
• production test time


                          May 2, 2012                 8
SRAM redundancy ROI - Example
                             Design       1st Yr        2nd Yr        3rd Yr       Wafer cost                             5,000 $
Volume forcast                 0        10,000       100,000        1,000,000      [Die size [mmsq                               100
SRAM Compiler            100,000- $                                                Gross die per wafer                           729
BIST tool                100,000- $                                                natural yield                                 70%
FUSE IP                  100,000- $                                                Net die per wafer                             510
Design overhead          100,000- $                                                net die area unit cost before repair   9.80    $
TP develop overhead 100,000- $                                                     Repair yield                                  90%
Tester additional cost   -            $ 556-       $ 5,556-      $ 55,556-      $ Redundancy and BIST area overhead              10%
Gain from repair         -            $ 13,293     $ 132,935     $ 1,329,345 $ Gross die per wafer with redundancy               656
ROI                      500,000- $ 487,262- $ 359,883- $ 913,907               $ Net die per wafer with redundancy              590
                                                                                   net die area unit cost after repair    8.47    $
                                                                                   Savings per unit before test           1.33    $
                                                                                   [Tester time overhead per die [sec              1

∗     All numbers mentioned are for demonstration                                  Tester hour cost                       200     $
      purpose only                                                                 Redundancy test overhead per die       0.06    $



                                                                 May 2, 2012                                                           9
Yield considerations

• SRAM repair efficiency depends on –
   –   FAB defect density
   –   SRAM area relative to die area
   –   number and size of SRAM instances
   –   number of available redundant rows and colums
• Redundant rows and colums numbers guidelines are
  available from FAB
   – can be “ 1 redundant row and 1 column for all SRAM
     instances if total SRAM is over 10 Mbit”
   – yield savings are implied but typically not given
   – need to calculate actual yield increase per specific design

                              May 2, 2012                          10
Yield considerations

• How to estimate redundancy contribution to yield ?
• Get natural yield prediction (w/o redundancy) for your die
  from fab
• Get repair yield or repair efficiency for your die
• repair_yield = natural_yield +
       (100% - natural_yield)*repair_efficiency
• Example :
   – natural yield = 70%
   – repair efficiency =80%
   – will give repair yield of 94%


                              May 2, 2012                      11
Yield considerations

• Calculation of new GDP after repair –
   – Use repair yield to calculate GDP after repair
   – Account for area increase due to redundancy insertion
• Area increase can come from
   – redundant rows, columns and muxes in the memories
   – BIST wrappers and control logic increase
   – FUSE/EFUSE/OTP configuration bits or soft repair logic
• Example:
  •   natural yield 70%, repair yield of 94%
  •   gross die per wafer 700, area increase of 10%
  •   490 net die per wafer before repair, 592 after repair

                                   May 2, 2012                12
Yield considerations

• Accurate volume prediction is needed
• Full mask, MLR or shuttle ?
   – MLR or shuttle prefer reducing NRE over unit cost
   – If another high volume step is planned, consider
     redundancy ROI calculation for it




                             May 2, 2012                 13
Production test considerations

• Basic SRAM test and repair production flow:


                 fail                         program
                         redundancy            config
      MBIST
                         config data            bits
         pass

                                       pass
                                              MBIST

                                                    fail
      continue
        test                                  MBIST
      program                                 fail bin


                         May 2, 2012                       14
Production test considerations
• Tester time overhead is mainly due to configuration
  bits programming
   – it is only for units that fail BIST
• Tester time overhead depends on storage method
  and number of programmable bits
   – Laser Fuses – ms per die on tester + setup + seconds per
     die on dedicated machine
      • check laser fuse machine cost
   – Efuse – hundreds of ms per die on tester
   – OTP – tens up to hundreds ms per die on tester


                             May 2, 2012                        15
Design considerations - IP

• Define SRAM list
   – sizes and types
   – SRAM size portion of total area
• Check FAB redundancy insertion guidelines
   – How many redundant rows and columns per SRAM ?
• Does your SRAM compiler have redundacy ?
   –   Does it meet FAB redundancy recommendation?
   –   Compile your SRAM list
   –   What is area/power/timing penalty due to redundancy ?
   –   if no, check alternative compilers cost

                             May 2, 2012                       16
Design considerations - IP
• Hard or soft redundancy configuration ?
   – Does your application allow soft redundancy ?
      • non automotive
      • BIST not sensitive to temperature or using on die
        temperature sensors
      • prolonging reset is OK
• Soft redundancy configuration
   –   check IP cost
   –   check additional logic area / power / leakage
   –   check complextity of integration to BIST
   –   less popular today

                               May 2, 2012                  17
Design considerations - IP

• Hard redundancy configuration – FUSE/EFUSE/OTP
  – How many configuration bits are needed ?
  – check IP cost
     • if OTP or some type of FUSE is already on chip cost can
       be zero
  – check programming time and additional equipment cost
  – check IP area / power / leakage
  – check complextity of integration to BIST




                            May 2, 2012                          18
Design considerations - BIST




                 May 2, 2012   19
Design considerations - BIST

• Does your BIST tool support redundacy ?
• Does it meet FAB redundancy recommendation ?
   – supports all memory types ?
   – supports both row and column ?
• What is area/power/timing /test time penalty due to
  redundancy ?
   – compile BIST with and without redundancy and check
     overheads
   – how many signals per controller are added for redundancy ?
• if not supported , check alternative BIST tools cost

                             May 2, 2012                          20
Summary – SRAM Redundancy insertion
• Yield and Test considerations
   –    die size, SRAM size. wafer cost
   –   volume perdiction, full mask, MLR or shuttle ?
   –   additional area due to redundancy insertion
   –   repair yield
   –   test additional cost
• Design considerations
   –   FUSE/Efuse/OTP/ Soft repair ?
   –   SRAM compiler, BIST, configuration IP choice and cost
   –   Performance degradation due to redundancy: power/timing
   –   Schedule and effort consideration

                                May 2, 2012                      21
Summary
    • SRAM redundancy go/no go decision is based on ROI table:
                        Design       1st Yr     2nd Yr        3rd Yr
                                                                 Wafer cost                             5,000 $
Volume forcast            0        10,000     100,000      1,000,000
                                                                 [Die size [mmsq                             100
SRAM Compiler        100,000- $                                  Gross die per wafer                         729
BIST tool            100,000- $                                  natural yield                               70%
FUSE IP              100,000- $                                  Net die per wafer                           510
Design overhead      100,000- $                                  net die area unit cost before repair   9.80   $
TP develop overhead  100,000- $                                  Repair yield                                90%
Tester additional cost-        $ 556-     $ 5,556-   $ 55,556- $ Redundancy and BIST area overhead           10%
Gain from repair      -        $ 13,293 $ 132,935 $ 1,329,345 $ Gross die per wafer with redundancy          656
ROI                  500,000- $  487,262- $ 359,883- $ 913,907 $ Net die per wafer with redundancy           590
                                                                 net die area unit cost after repair    8.47   $
                                                                 Savings per unit before test           1.33   $
                                                                 [Tester time overhead per die [sec            1
                                                                 Tester hour cost                       200    $
All numbers mentioned are for demonstration purpose only         Redundancy test overhead per die       0.06   $
                                              .Avnet ASIC Israel LTD
                                               www.avnet-asic.com


                                                         May 2, 2012                                         22

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SRAM redundancy insertion

  • 1. Over 20 Years Providing Complete ASIC & COT Solutions SRAM Redundancy Insertion - Expert Prescription Required .Arie Komarnitzky - Avnet ASIC Israel LTD May 2,2, 2012 May 2012 1
  • 2. SRAM redundancy insertion - expert perscription required • AAI introduction • SRAM redundancy • Yield considerations • Production test considerations • Design considerations • Summary May 2, 2012 2
  • 3. Avnet ASIC Israel In Brief  AAI provides complete ASIC solutions for fabless & System houses.  Our core business  ASIC/SoC Design and Implementation  Turnkey Manufacturing  Established in 1986 – first & largest ASIC design center in Israel  In the past 20 years, AAI has successfully completed more than 300 tape-outs for the Israeli ASIC market  Subsidiary of Avnet Inc. - largest global technology B2B distributor  Partners: May 2, 2012 3
  • 4. AAI unique expertise  Deep-sub-micron (0.18u, 0.13u, 90nm, 65nm, 40nm, 28nm) System- on-Chip implementation (design & manufacturing)  System architecture in CPU environment (ARM, MIPS, ARC)  Mixed Signal and Full Custom analog designs  IP integration and verification (ARM, MIPS, USB2.0, PCI-Ex, DDR2/3, etc.)  Design for test: JTAG, memory BIST, SCAN insertion and ATPG  Design methodologies for low power applications  Design for manufacturability (DFM): yields, quality, reliability  Advanced assembly techniques: CSP, Flip-Chip, BGA, MCP/SIP  Test program and test hardware development and debug May 2, 2012 4
  • 5. SRAM redundancy Redundancy concept example 4 bit register WEN Din3 D Q Dout3 EN Din2 D Q Dout2 EN Din1 D Q Dout1 EN Din0 D Q Dout0 EN D Q EN Hard – programmed once at production test Redundancy configuration Soft – programmed every bits system power up May 2, 2012 5
  • 6. SRAM Redundancy - Basics • Memories are more prone to defects then other sections of SOC • SRAM Repair – defect SRAM bits are repaired by replacing bad rows and columns with redundant rows and columns – After repair the memory yield is aligned with the rest of the chip – Result is more good dies per wafer • As wafer cost is fixed, unit cost decreases • Savings from SRAM redundancy increase with volume May 2, 2012 6
  • 7. SRAM redundancy – DFY (Design for Yield) • SRAM redundancy insertion is DFY methodology • Some popular DFY methodologies from 40nm and below – CAA, CMP, LPA, … • Similar to other DFY methodologies: – Most SRAM redundancy costs are at design stage – SRAM redundancy gains are from production • volume dependent • delayed • ROI calculation is required for SRAM redundancy go/ no go decision May 2, 2012 7
  • 8. SRAM redundancy – Costs Possible costs at design stage • dedicated IP: – SRAM compiler with redundant rows and columns – BIST tools supporting redundancy – FUSE/EFUSE/OTP or Soft Repair • design time, spec degradation and schedule impact Addition to unit cost • area • production test time May 2, 2012 8
  • 9. SRAM redundancy ROI - Example Design 1st Yr 2nd Yr 3rd Yr Wafer cost 5,000 $ Volume forcast 0 10,000 100,000 1,000,000 [Die size [mmsq 100 SRAM Compiler 100,000- $ Gross die per wafer 729 BIST tool 100,000- $ natural yield 70% FUSE IP 100,000- $ Net die per wafer 510 Design overhead 100,000- $ net die area unit cost before repair 9.80 $ TP develop overhead 100,000- $ Repair yield 90% Tester additional cost - $ 556- $ 5,556- $ 55,556- $ Redundancy and BIST area overhead 10% Gain from repair - $ 13,293 $ 132,935 $ 1,329,345 $ Gross die per wafer with redundancy 656 ROI 500,000- $ 487,262- $ 359,883- $ 913,907 $ Net die per wafer with redundancy 590 net die area unit cost after repair 8.47 $ Savings per unit before test 1.33 $ [Tester time overhead per die [sec 1 ∗ All numbers mentioned are for demonstration Tester hour cost 200 $ purpose only Redundancy test overhead per die 0.06 $ May 2, 2012 9
  • 10. Yield considerations • SRAM repair efficiency depends on – – FAB defect density – SRAM area relative to die area – number and size of SRAM instances – number of available redundant rows and colums • Redundant rows and colums numbers guidelines are available from FAB – can be “ 1 redundant row and 1 column for all SRAM instances if total SRAM is over 10 Mbit” – yield savings are implied but typically not given – need to calculate actual yield increase per specific design May 2, 2012 10
  • 11. Yield considerations • How to estimate redundancy contribution to yield ? • Get natural yield prediction (w/o redundancy) for your die from fab • Get repair yield or repair efficiency for your die • repair_yield = natural_yield + (100% - natural_yield)*repair_efficiency • Example : – natural yield = 70% – repair efficiency =80% – will give repair yield of 94% May 2, 2012 11
  • 12. Yield considerations • Calculation of new GDP after repair – – Use repair yield to calculate GDP after repair – Account for area increase due to redundancy insertion • Area increase can come from – redundant rows, columns and muxes in the memories – BIST wrappers and control logic increase – FUSE/EFUSE/OTP configuration bits or soft repair logic • Example: • natural yield 70%, repair yield of 94% • gross die per wafer 700, area increase of 10% • 490 net die per wafer before repair, 592 after repair May 2, 2012 12
  • 13. Yield considerations • Accurate volume prediction is needed • Full mask, MLR or shuttle ? – MLR or shuttle prefer reducing NRE over unit cost – If another high volume step is planned, consider redundancy ROI calculation for it May 2, 2012 13
  • 14. Production test considerations • Basic SRAM test and repair production flow: fail program redundancy config MBIST config data bits pass pass MBIST fail continue test MBIST program fail bin May 2, 2012 14
  • 15. Production test considerations • Tester time overhead is mainly due to configuration bits programming – it is only for units that fail BIST • Tester time overhead depends on storage method and number of programmable bits – Laser Fuses – ms per die on tester + setup + seconds per die on dedicated machine • check laser fuse machine cost – Efuse – hundreds of ms per die on tester – OTP – tens up to hundreds ms per die on tester May 2, 2012 15
  • 16. Design considerations - IP • Define SRAM list – sizes and types – SRAM size portion of total area • Check FAB redundancy insertion guidelines – How many redundant rows and columns per SRAM ? • Does your SRAM compiler have redundacy ? – Does it meet FAB redundancy recommendation? – Compile your SRAM list – What is area/power/timing penalty due to redundancy ? – if no, check alternative compilers cost May 2, 2012 16
  • 17. Design considerations - IP • Hard or soft redundancy configuration ? – Does your application allow soft redundancy ? • non automotive • BIST not sensitive to temperature or using on die temperature sensors • prolonging reset is OK • Soft redundancy configuration – check IP cost – check additional logic area / power / leakage – check complextity of integration to BIST – less popular today May 2, 2012 17
  • 18. Design considerations - IP • Hard redundancy configuration – FUSE/EFUSE/OTP – How many configuration bits are needed ? – check IP cost • if OTP or some type of FUSE is already on chip cost can be zero – check programming time and additional equipment cost – check IP area / power / leakage – check complextity of integration to BIST May 2, 2012 18
  • 19. Design considerations - BIST May 2, 2012 19
  • 20. Design considerations - BIST • Does your BIST tool support redundacy ? • Does it meet FAB redundancy recommendation ? – supports all memory types ? – supports both row and column ? • What is area/power/timing /test time penalty due to redundancy ? – compile BIST with and without redundancy and check overheads – how many signals per controller are added for redundancy ? • if not supported , check alternative BIST tools cost May 2, 2012 20
  • 21. Summary – SRAM Redundancy insertion • Yield and Test considerations – die size, SRAM size. wafer cost – volume perdiction, full mask, MLR or shuttle ? – additional area due to redundancy insertion – repair yield – test additional cost • Design considerations – FUSE/Efuse/OTP/ Soft repair ? – SRAM compiler, BIST, configuration IP choice and cost – Performance degradation due to redundancy: power/timing – Schedule and effort consideration May 2, 2012 21
  • 22. Summary • SRAM redundancy go/no go decision is based on ROI table: Design 1st Yr 2nd Yr 3rd Yr Wafer cost 5,000 $ Volume forcast 0 10,000 100,000 1,000,000 [Die size [mmsq 100 SRAM Compiler 100,000- $ Gross die per wafer 729 BIST tool 100,000- $ natural yield 70% FUSE IP 100,000- $ Net die per wafer 510 Design overhead 100,000- $ net die area unit cost before repair 9.80 $ TP develop overhead 100,000- $ Repair yield 90% Tester additional cost- $ 556- $ 5,556- $ 55,556- $ Redundancy and BIST area overhead 10% Gain from repair - $ 13,293 $ 132,935 $ 1,329,345 $ Gross die per wafer with redundancy 656 ROI 500,000- $ 487,262- $ 359,883- $ 913,907 $ Net die per wafer with redundancy 590 net die area unit cost after repair 8.47 $ Savings per unit before test 1.33 $ [Tester time overhead per die [sec 1 Tester hour cost 200 $ All numbers mentioned are for demonstration purpose only Redundancy test overhead per die 0.06 $ .Avnet ASIC Israel LTD www.avnet-asic.com May 2, 2012 22