Load Instr 1. Instr 2 Instr 3. Instr 4. Outline & Announcements. EEL-4713C Computer Architecture Pipelined Processor - Hazards

Size: px
Start display at page:

Download "Load Instr 1. Instr 2 Instr 3. Instr 4. Outline & Announcements. EEL-4713C Computer Architecture Pipelined Processor - Hazards"

Transcription

1 uli & Aoucm EEL-4713C Compu Achicu Pipli Poco - Haza oucio o Haza Fowaig 1 cycl Loa Dlay 1 cycl Bach Dlay Wha mak pipliig ha EEL4713C A Goo-Ro.1 EEL4713C A Goo-Ro.2 Pipliig alig wih haza Sigl Mmoy i a Sucual Haza Limi o pipliig: Haza pv x iucio fom xcuig uig i iga clock cycl ucual haza: HW cao uppo hi combiaio of iucio aa haza: iucio p o ul of pio iucio ill i h pipli cool haza: pipliig of bach & oh iucio ha chag h PC Commo oluio i o all h pipli uil h haza i olv, iig o o mo bubbl i h pipli. Loa Tim (clock cycl) Mm Rg Mm Rg Mm Rg Mm Rg Mm Mm Rg Mm Rg Rg Mm Rg Mm Rg Mm Rg EEL4713C A Goo-Ro.3 EEL4713C A Goo-Ro.4

2 pio 1: Sall o olv Mmoy Sucual Haza Tim (clock cycl) pio 2: Duplica o Rolv Sucual Haza Spaa ucio Cach (m) & Daa Cach (Dm) Tim (clock cycl). Loa 1 Mm Rg Mm Rg Mm Rg Mm Rg. Loa 1 2 3(all) 4 Mm Rg Mm Rg bubbl Mm Rg Mm Rg Mm Rg Mm Rg m Rg Dm Rg EEL4713C A Goo-Ro.5 EEL4713C A Goo-Ro.6 Daa Haza o 1 Daa Haza o 1: a 1,2,3 ub 4, 1,3 a 6, 1,7 o 8, 1,9 xo 10, 1,11. Dpci backwa i im a haza Tim (clock cycl) F D/RF EX MEM WB a 1,2,3 ub 4,1,3 a 6,1,7 o 8,1,9 xo 10,1,11 m Rg Dm Rg EEL4713C A Goo-Ro.7 EEL4713C A Goo-Ro.8

3 pio1: HW Sall o Rolv Daa Haza Bu call how h cool logic wok. Tim (clock cycl) F D/RF EX MEM WB a 1,2,3 ub 4, 1,3 a 6,1,7 o 8,1,9 xo 10,1,11 m bubbl bubbl bubbl Rg Dm Rg m Rg Dm m Rg m Rg Th Mai Cool ga h cool igal uig Rg/Dc F/D Rgi Cool igal fo Exc (Exp, Sc,...) a u 1 cycl la Cool igal fo Mm (MmW Bach) a u 2 cycl la Cool igal fo W (MmoRg MmW) a u 3 cycl la Rg/Dc Exc Mm Mai Cool Exp Sc p RgD MmW Bach MmoRg RgW D/Ex Rgi Exp Sc p RgD MmW Bach MmoRg RgW Ex/Mm Rgi MmW Bach MmoRg RgW Mm/W Rgi W MmoRg RgW EEL4713C A Goo-Ro.9 EEL4713C A Goo-Ro.10 pio 1: HW all pipli pio 2: SW i ip iucio. HW o chag PC => kp fchig am iucio & cool igal o big valu (0) Tim (clock cycl) F D/RF EX MEM WB a 1,2,3 all all all ub 4,1,3 m bubbl bubbl bubbl bubbl m bubbl bubbl bubbl bubbl m bubbl bubbl bubbl bubbl. Wo ca i NP iucio Tim (clock cycl) F D/RF EX MEM WB a 1,2,3 op op op ub 4,1,3 m Rg Dm Rg a 6,1,7 m Rg Dm a 6,1,7 m Rg Dm EEL4713C A Goo-Ro.11 EEL4713C A Goo-Ro.12

4 . pio 3 igh: Daa i availabl! Pipli gi alay coai aa Tim (clock cycl) F D/RF EX MEM WB a 1,2,3 ub 4,1,3 a 6,1,7 o 8,1,9 xo 10,1,11 m Rg Dm Rg HW Chag fo Fowaig (Bypaig):) ca muliplx o a pah fom pipli gi EEL4713C A Goo-Ro.13 EEL4713C A Goo-Ro.14 Loa lay Fowaig uc Daa Haza o 1 cycl: Cycl 1 Cycl 2 Cycl 3 Cycl 4 Cycl 5 Cycl 6 Cycl 7 Cycl 8 Clock 0: Loa fch Rg/Dc Exc Mm W Plu 1 fch Rg/Dc Exc Mm W Plu 2 fch Rg/Dc Exc Mm W Plu 3 fch Rg/Dc Exc Mm W Plu 4 fch Rg/Dc Exc Mm W Alhough Loa i fch uig Cycl 1: Daa loa fom mmoy i cycl 4 Th aa i NT wi io h Rg Fil uil h of Cycl 5 W cao a hi valu fom h Rg Fil uil Cycl 6 3-iucio lay bfo h loa ak ffc. Tim (clock cycl) F D/RF EX MEM WB lw 1, 0(2) ub 4,1,6 a 6,1,7 o 8,1,9 m Rg Dm Rg EEL4713C A Goo-Ro.15 EEL4713C A Goo-Ro.16

5 pio1: HW Sall o Rolv Daa Haza Chck fo haza & all pio 2: SW i ip iucio Wo ca i NP iucio. Tim (clock cycl) F D/RF EX MEM WB lw 1, 0(2) all ub 4,1,3 a 6,1,7 o 8,1,9 m bubbl bubbl bubbl bubbl m Rg Dm Rg. Tim (clock cycl) F D/RF EX MEM WB lw 1, 0(2) op ub 4,1,3 a 6,1,7 o 8,1,9 m Rg Dm Rg EEL4713C A Goo-Ro.17 EEL4713C A Goo-Ro.18 *Sofwa Schulig o Avoi Loa Haza *Sofwa Schulig o Avoi Loa Haza Ty poucig fa co fo a = b + c; = f; aumig a, b, c,,, a f i mmoy. Slow co: LW Rb,b LW Rc,c ADD Ra,Rb,Rc SW a,ra LW R, LW Rf,f SUB R,R,Rf SW,R EEL4713C A Goo-Ro.19 Ty poucig fa co fo a = b + c; = f; aumig a, b, c,,, a f i mmoy. Slow co: LW Rb,b LW Rc,c ADD Ra,Rb,Rc SW a,ra LW R, LW Rf,f SUB R,R,Rf SW,R EEL4713C A Goo-Ro.20 all all

6 Sofwa Schulig o Avoi Loa Haza Compil Avoiig Loa Sall: Ty poucig fa co fo a = b + c; = f; aumig a, b, c,,, a f i mmoy. Slow co: LW Rb,b LW Rc,c ADD Ra,Rb,Rc SW a,ra LW R, LW Rf,f SUB R,R,Rf SW,R EEL4713C A Goo-Ro.21 Fa co: LW Rb,b LW Rc,c LW R, ADD Ra,Rb,Rc LW Rf,f SW a,ra SUB R,R,Rf SW,R chul uchul gcc 31% 54% pic 14% 42% x 25% 65% 0% 20% 40% 60% 80% % loa allig pipli EEL4713C A Goo-Ro.22 Bach lay Cycl 4 Cycl 5 Cycl 6 Cycl 7 Cycl 8 Cycl 9 Cycl 10 Cycl 11 Clk 12: Bq fch Rg/Dc Exc Mm W (ag i 1000) 16: R-yp fch Rg/Dc Exc Mm W 20: R-yp fch Rg/Dc Exc Mm W 24: R-yp fch Rg/Dc Exc Mm W 1000: Tag of B fch Rg/Dc Exc Mm W Alhough Bq i fch uig Cycl 4: Tag a i NT wi io h PC uil h of Cycl 7 Bach ag i NT fch uil Cycl 8 3-iucio lay bfo h bach ak ffc Bach Sall mpac f CP = 1, 30% bach, Sall 3 cycl => w CP = 1.9! 2 pa oluio: Dmi bach ak o o oo, AND Compu ak bach a ali MPS bach = 0 o!= 0 Soluio pio 1: Mov Zo o D/RF ag A o calcula w PC i D/RF ag 1 clock cycl paly fo bach v. 3 EEL4713C A Goo-Ro.23 EEL4713C A Goo-Ro.24

7 pio 1: mov HW fowa o uc bach lay pio 2: Dfi Bach a Dlay Nx PC A ucio Fch 4 A Mmoy F/D. Dco Rg. Fch Nx SEQ PC A RS1 RS2 MUX Zo? Rg Fil D/EX Excu A. Calc MUX EX/MEM Mmoy Acc Daa Mmoy MEM/WB Wi Back MUX A iucio af bach ha o xcu ip of h bach oucom Wo ca, SW i NP io bach lay Wh o g iucio o fill bach lay lo? Bfo bach iucio Fom h ag a: oly valuabl wh bach Fom fall hough: oly valuabl wh o bach Compil ffciv fo igl bach lay lo: Pofilig: abou 50% of lo ufully fill Sig Ex mm RD RD RD WB Daa EEL4713C A Goo-Ro EEL4713C A Goo-Ro.26 Exampl Bach picio A 1,2,3 Bq 2, 4, ag Nx Bach o pig o a, o wap Aggiv pipli poco: Plac bach oluio a aly a poibl i pipli Byo ha, u bach picio a pculaio Simpl bach picio: Aum bach o ak, fch fom fall-hough f bach i ak, fluh pipli Tag: x Mo complx chiqu a of u: Pic ak o o ak ba o laig of pa bhavio of a bach - Kp cou ix by PC o a bach pico abl Pic ag a bfo i i calcula - Bach ag abl, alo ix by PC EEL4713C A Goo-Ro.27 EEL4713C A Goo-Ro.28

8 Bach picio Summay 5-ag pipli vii Spculaiv xcuio: Tu, bu vify Aum bach picio i coc, hav mchaim o c ohwi a fluh pipli bfo ay amag o achicual a i o (i.. gi o mmoy g coup) Pipli gi Daa a cool igal popaga vy cycl Haza cio logic a fowaig fo aa haza 1 cycl loa lay lo, R-yp ha zo lay Mov bach oluio o D ag o uc lay o 1 cycl Exampl: u h PC o look up a bach pico abl a a bach ag abl f h i a machig y fo h PC, chac a i i a bach, a chac a h icio (ak/o ak) a ag mach h picio Go aha a h x PC o b h pic o La o i h pipli, oc h bach i olv (i i a bach? Coiio aifi? Wha i h ag?), ih l h iucio ha follow i commi, o ica hm EEL4713C A Goo-Ro.29 EEL4713C A Goo-Ro.30 5-ag pipli vii Haza cio 5-ag pipli vii Haza cio: Loa? R(loa) = R,R(x)? Y: all PC, F/D, i bubbl Fowaig mux Rgi Compaio logic Fowaig mux Rgi Compaio logic EEL4713C A Goo-Ro.31 EEL4713C A Goo-Ro.32

9 5-ag pipli vii D/EX.MmRa==1 a ((D/EX.R==F/D.R) o (D/EX.R==F/D.R)) Cla cool Sigal fo EX, M, WB 5-ag pipli vii Haza cio Diabl wiig PC, F/D gi EEL4713C A Goo-Ro.33 Fowaig mux Rgi Compaio logic EEL4713C A Goo-Ro.34 Fowaig mux WB=1? Diaio g ( fo loa, ohwi) mach o of x i? Mach co x? 5-ag pipli vii Haza cio: i a bach? Tak? Y: fluh F/D gi (foc op) Exampl of oh haza Ra-af-wi (RAW) Loa follow by iucio uig am gi Rgi a mu occu af loa wi i Wi-af-wi (WAW) iv. $f0,$f2,$f4 a. $f0,$f6,$f8 a. wi mu occu af iv. Wi-af-a (WAR) Fowaig mux Rgi Compaio logic iv. $f0,$f2,$f4 a. $f2,$f4,$f6 a. wi mu occu af iv. a EEL4713C A Goo-Ro.35 EEL4713C A Goo-Ro.36

10 Wh i pipliig ha? Wh i pipliig ha? up: 5 iucio xcuig i 5 ag pipli How o op h pipli? Ra? Who cau h iup? Sag Poblm iup occuig F Pag faul o iucio fch; mialig mmoy acc; mmoy-pocio violaio D Ufi o illgal opco EX Aihmic iup MEM Pag faul o aa fch; mialig mmoy acc; mmoy-pocio violaio Complx Aig Mo a ucio A mo: Auoicm cau gi chag uig iucio xcuio Now woy abou wi haza ic wi o log la ag - Wi Af Ra (WAR): Wi occu bfo ip a - Wi Af Wi (WAW): Wi occu i wog o, lavig wog ul i gi - (Pviou aa haza call RAW, fo Ra Af Wi) Mmoy-mmoy Mov iucio Mulipl pag faul EEL4713C A Goo-Ro.37 EEL4713C A Goo-Ro.38 Wh i pipliig ha? Fi Gaio RSC Pipli ( Scala ) Floaig Poi: log xcuio im Alo, may pipli FP xcuio ui o ha ca iiia w iucio wihou waiig fo full lacy FP ucio Lacy (MPS R4000) A, Subac 4 Muliply 8 Divi 36 Squa oo 112 Nga 2 Abolu valu 2 FP compa 3 Divi, Squa Roo ak -10X o -30X log ha A Excpio? A WAR a WAW haza ic pipli a o log am lgh All iucio follow am pipli o ( aic chul ). Rgi wi i la ag Avoi WAW haza All gi a pfom i fi ag af iu. Avoi WAR haza Mmoy acc i ag 4 Avoi all mmoy haza Cool haza olv by lay bach (wih fa pah) RAW haza olv by bypa, xcp o loa ul which a olv by lay loa. Subaial pipliig wih vy lil co o complxiy. Machi ogaizaio i (lighly) xpo! EEL4713C A Goo-Ro.39 EEL4713C A Goo-Ro.40

11 Exampl Toay RSC Pipli ( Supcala ) Alpha (92): up o wo iucio p cycl floaig-poi, o ig (i-o) 7 ag (i), 10 ag (FP) MPS R3000 (88) (ig) iucio p cycl 5 ag (i) Spac Mico (91) 5 ag ucio ca b iu ou of o i pipli ( yamic chul ) Mu hal WAW, WAR haza i aiio o RAW Tomaulo, Scoboaig chiqu Mulipl iucio iu i a igl cycl ucio a quu up fo xcuio i a o buff CPffciv < 1! Cool haza olv (pculaivly) by picig bach Sigl-cycl mmoy acc i b ca (cach hi) T-hu if o go o mai mmoy Aggiv pipliig wih apily icaig co/complxiy. Dimiihig u a mo ouc a a EEL4713C A Goo-Ro.41 EEL4713C A Goo-Ro.42 Exampl NBu Alpha (98) up o 4 iucio p cycl 7 ag (i), 10 ag (FP) MPS R10000 (96) 4 iucio p cycl 5 ag (i), 10 ag (FP) Spac Ula (96) 9 ag (i, FP) 4 iucio iu p cycl Succo o Pium Po 3 uop p cycl, ou-of-o Ky iffc Dp pipli fo fa clock: 20 ag Sv ig xcuio ui v. 5 Ca ovlap iucio fom wo pogam i h pipli - Hyp-haig ; imulaou muli-haig - To ofwa, look a if i ha 2 poco EEL4713C A Goo-Ro.43 EEL4713C A Goo-Ro.44

12 Rviw: Summay of Pipliig Baic Sp Up popoioal o pipli ph; if ial CP i 1, h: Spup= Pipli ph! Clock cycl upipli 1+Pipli all cycl p iucioclock cycl pipli Haza limi pfomac o compu: ucual: mo HW ouc aa: fowaig, compil chulig cool: aly valuaio & PC, lay bach, picio caig lgh of pip ica impac of haza ic pipliig hlp iucio bawih, o lacy Compil ky o ucig co of aa a cool haza loa lay lo bach lay lo Excpio, ucio S, FP mak pipliig ha EEL4713C A Goo-Ro.45

ECE 361 Computer Architecture Lecture 13: Designing a Pipeline Processor

ECE 361 Computer Architecture Lecture 13: Designing a Pipeline Processor ECE 361 Compu Achicu Lcu 13: Digig a Pipli Poco 361 haza.1 Rviw: A Pipli Daapah Clk fch Rg/Dc Exc Mm W RgW Exp p Bach PC 1 0 PC+4 A Ui F/D Rgi PC+4 mm16 R Ra Rb R RFil R Rw Di R D/Ex Rgi 0 1 PC+4 mm16

More information

ECE4680 Computer Organization and Architecture. Hazards in a Pipeline Processor. Pipeline is good but you need be careful.

ECE4680 Computer Organization and Architecture. Hazards in a Pipeline Processor. Pipeline is good but you need be careful. ECE4680 Compu gaizaio a Achicu Haza i a Pipli Poco Pipli i goo bu you b caful. ECE4680 Haza.1 2002-4-3 Pipliig: Naual! Lauy Exampl A, Bia, Cahy, Dav ach hav o loa of cloh o wah, y, a fol A B C D Wah ak

More information

CS420/520 Computer Architecture I

CS420/520 Computer Architecture I CS420/520 Compu Achicu Haza i a Pipli Poco (CA4: Appix A) D. Xiaobo Zhou Dpam of Compu Scic CS420/520 pipli.1 Rviw: Pipliig Lo T a k 6 PM 7 8 9 Tim 30 40 40 40 40 20 A B C D Pipliig o hlp lacy of igl ak,

More information

CENG 3420 Computer Organization and Design. Lecture 07: Pipeline Review. Bei Yu

CENG 3420 Computer Organization and Design. Lecture 07: Pipeline Review. Bei Yu CENG 3420 Compu gaizaio a Dig Lcu 07: Pipli Rviw Bi Yu CEG3420 L07.1 Spig 2016 Rviw: Sigl Cycl Diavaag & Avaag q U h clock cycl ifficily h clock cycl mu b im o accommoa h low i pcially poblmaic fo mo complx

More information

ALU. Announcements. Lecture 9. Pipeline Hazards. Review: Single-cycle Datapath (load instruction) Review: Multi-cycle Datapath. R e g s.

ALU. Announcements. Lecture 9. Pipeline Hazards. Review: Single-cycle Datapath (load instruction) Review: Multi-cycle Datapath. R e g s. Aoucm Lcu 9 Pipli Haza Chio Kozyaki Safo Uiviy hp://cla.afo.u/8b PA- i u oay Elcoic ubmiio Lab2 i u o Tuay 2/3 h Quiz ga will b availabl wk Soluio will b po o li omoow Tuay 2/3 h lcu will b a vio playback

More information

Digitalteknik och Datorarkitektur 5hp

Digitalteknik och Datorarkitektur 5hp Fch = + Digialkik och Daoakiku 5hp Sigl Cycl, Mulicycl & Pipliig 7 maj 8 kal.maklu@i.uu. Excu Dco Sigl Cycl pah wih Cool Ui På föa föläig a vi ihop all hä.. Hu u fö iukio av R-yp? p [3-6] Cool Ui Bach

More information

Recap: Microprogramming. Specialize state-diagrams easily captured by microsequencer simple increment & branch fields datapath control fields

Recap: Microprogramming. Specialize state-diagrams easily captured by microsequencer simple increment & branch fields datapath control fields C 152 Lc13.1 Rcap: icopogammig C152: Compu chicu a Egiig Lcu 13 - oucio o Pipliig pcializ a-iagam aily capu by micoquc impl icm & bach fil aapah cool fil Cool ig uc o icopogammig icopogammig i a fuamal

More information

CS 61C: Great Ideas in Computer Architecture Control and Pipelining, Part II. Anything can be represented as a number, i.e., data or instrucwons

CS 61C: Great Ideas in Computer Architecture Control and Pipelining, Part II. Anything can be represented as a number, i.e., data or instrucwons CS 61C: Ga a i Compu Achicu Cool a Pipliig, Pa 10/29/12 uco: K Aaovic, Ray H. Kaz hdp://i.c.bkly.u/~c61c/fa12 Fall 2012 - - Lcu #28 1 Paalll Rqu Aig o compu.g., Sach Kaz Paalll Tha Aig o co.g., Lookup,

More information

CS152 Computer Architecture and Engineering Lecture 12. Exceptions (continued) Introduction to Pipelining

CS152 Computer Architecture and Engineering Lecture 12. Exceptions (continued) Introduction to Pipelining CS152 Compu Achicu a Egiig Lcu 12 Excpio (coiu) oucio o Pipliig cob 12 h, 2001 Joh Kubiaowicz (hp.c.bkly.u/~kubio) lcu li: hp://www-i.c.bkly.u/~c152/ Rcap: Micopogammig Micopogammig i a covi mho fo implmig

More information

Review. Agenda. Dynamic Pipeline Scheduling. Specula>on. Why Do Dynamic Scheduling? 11/7/10

Review. Agenda. Dynamic Pipeline Scheduling. Specula>on. Why Do Dynamic Scheduling? 11/7/10 Rviw CS 61C: Ga a i Compu Achicu (Machi Sucu) uc>o Lvl Paalllim uco: Ray H. Kaz Davi A. PaJo hjp://i.c.bkly.u/~c61c/fa10 Pipli challg i haza Fowaig hlp w/may aa haza Dlay bach hlp wih cool haza i 5 ag

More information

CS152 Computer Architecture and Engineering Lecture 12. Introduction to Pipelining

CS152 Computer Architecture and Engineering Lecture 12. Introduction to Pipelining CS152 Compu Achicu a Egiig Lcu 12 Ioucio o Pipliig Fbuay 27, 2001 Joh Kubiaowicz (hp.c.bkly.u/~kubio) lcu li: hp://www-i.c.bkly.u/~c152/ Rcap: Micopogammig Micopogammig i a covi mho fo implmig ucu cool

More information

Structural Hazard #1: Single Memory (1/2)! Structural Hazard #1: Single Memory (2/2)! Review! Pipelining is a BIG idea! Optimal Pipeline! !

Structural Hazard #1: Single Memory (1/2)! Structural Hazard #1: Single Memory (2/2)! Review! Pipelining is a BIG idea! Optimal Pipeline! ! S61 L21 PU ig: Pipliig (1)! i.c.bly.u/~c61c S61 : Mchi Sucu Lcu 21 PU ig: Pipliig 2010-07-27!!!uco Pul Pc! G GE FLL SESN KES NW! Foobll Su So ic ow o-l o icomig Fhm, f, Gu u (hʼ m!). h i o log xcu fo yo

More information

CS61C Introduction to Pipelining. Lecture 25. April 28, 1999 Dave Patterson (http.cs.berkeley.edu/~patterson)

CS61C Introduction to Pipelining. Lecture 25. April 28, 1999 Dave Patterson (http.cs.berkeley.edu/~patterson) S61 Ioucio o Pipliig Lcu 25 pil 28, 1999 v Po (hp.c.bly.u/~po) www-i.c.bly.u/~c61c/chul.hml uli Rviw Pm Pig o Sc Pipliig logy Pipliig Iucio Excuio miiivi, Wh hi Suff fo? Hz o Pipliig Soluio o Hz vc Pipliig

More information

Instruction Execution

Instruction Execution MIPS Piplining Cpt280 D Cuti Nlon Intuction Excution C intuction: x = a + b; Ambly intuction: a a,b,x Stp 1: Stp 2: Stp 3: Stp : Stp 5: Stp 6: Ftch th intuction Dtmin it i an a intuction Ftch th ata a

More information

Revision MIPS Pipelined Architecture

Revision MIPS Pipelined Architecture Rviion MIPS Piplin Achitctu D. Eng. Am T. Abl-Hami ELECT 1002 Sytm-n-a-Chip Dign Sping 2009 MIPS: A "Typical" RISC ISA 32-bit fix fomat intuction (3 fomat) 32 32-bit GPR (R0 contain zo, DP tak pai) 3-a,

More information

Anouncements. Conjugate Gradients. Steepest Descent. Outline. Steepest Descent. Steepest Descent

Anouncements. Conjugate Gradients. Steepest Descent. Outline. Steepest Descent. Steepest Descent oucms Couga Gas Mchal Kazha (6.657) Ifomao abou h Sma (6.757) hav b pos ol: hp://www.cs.hu.u/~msha Tch Spcs: o M o Tusay afoo. o Two paps scuss ach w. o Vos fo w s caa paps u by Thusay vg. Oul Rvw of Sps

More information

P a g e 5 1 of R e p o r t P B 4 / 0 9

P a g e 5 1 of R e p o r t P B 4 / 0 9 P a g e 5 1 of R e p o r t P B 4 / 0 9 J A R T a l s o c o n c l u d e d t h a t a l t h o u g h t h e i n t e n t o f N e l s o n s r e h a b i l i t a t i o n p l a n i s t o e n h a n c e c o n n e

More information

SHINGLETON FOREST AREA Stand Level Information Compartment: 44 Entry Year: 2009

SHINGLETON FOREST AREA Stand Level Information Compartment: 44 Entry Year: 2009 iz y U oy- kg g vg. To. i Ix Mg * "Compm Pk Gloy of Tm" oum lik o wb i fo fuh ipio o fiiio. Coiio ilv. Cii M? Mho Cu Tm. Pio v Pioiy Culul N 1 5 3 13 60 7 50 42 blk pu-wmp ol gowh N 20-29 y (poil o ul)

More information

A L A BA M A L A W R E V IE W

A L A BA M A L A W R E V IE W A L A BA M A L A W R E V IE W Volume 52 Fall 2000 Number 1 B E F O R E D I S A B I L I T Y C I V I L R I G HT S : C I V I L W A R P E N S I O N S A N D TH E P O L I T I C S O F D I S A B I L I T Y I N

More information

Great Idea #4: Parallelism. CS 61C: Great Ideas in Computer Architecture. Pipelining Hazards. Agenda. Review of Last Lecture

Great Idea #4: Parallelism. CS 61C: Great Ideas in Computer Architecture. Pipelining Hazards. Agenda. Review of Last Lecture CS 61C: Gat das i Comput Achitctu Pipliig Hazads Gu Lctu: Jui Hsia 4/12/2013 Spig 2013 Lctu #31 1 Gat da #4: Paalllism Softwa Paalll Rqus Assigd to comput.g. sach Gacia Paalll Thads Assigd to co.g. lookup,

More information

EEC 483 Computer Organization

EEC 483 Computer Organization EEC 8 Compuer Orgaizaio Chaper. Overview of Pipeliig Chau Yu Laudry Example Laudry Example A, Bria, Cahy, Dave each have oe load of clohe o wah, dry, ad fold Waher ake 0 miue A B C D Dryer ake 0 miue Folder

More information

CMP N 301 Computer Architecture. Appendix C

CMP N 301 Computer Architecture. Appendix C CMP N 301 Computer Architecture Appendix C Outline Introduction Pipelining Hazards Pipelining Implementation Exception Handling Advanced Issues (Dynamic Scheduling, Out of order Issue, Superscalar, etc)

More information

CS152 Computer Architecture and Engineering Lecture 12. Introduction to Pipelining

CS152 Computer Architecture and Engineering Lecture 12. Introduction to Pipelining CS152 Comput chitctu a Egiig Lctu 12 Itouctio to Pipliig a 10, 1999 Joh Kubiatowicz (http.c.bkly.u/~kubito) lctu li: http://www-it.c.bkly.u/~c152/ Rcap: icopogammig icopogammig i a covit mtho fo implmtig

More information

NEWBERRY FOREST MGT UNIT Stand Level Information Compartment: 10 Entry Year: 2001

NEWBERRY FOREST MGT UNIT Stand Level Information Compartment: 10 Entry Year: 2001 iz oy- kg vg. To. 1 M 6 M 10 11 100 60 oh hwoo uvg N o hul 0 Mix bg. woo, moly low quliy. Coif ompo houghou - WP/hmlok/pu/blm/. vy o whi pi o h ouh fig of. iffiul o. Th o hi i o PVT l wh h g o wll big

More information

Partial Fraction Expansion

Partial Fraction Expansion Paial Facion Expanion Whn ying o find h inv Laplac anfom o inv z anfom i i hlpfl o b abl o bak a complicad aio of wo polynomial ino fom ha a on h Laplac Tanfom o z anfom abl. W will illa h ing Laplac anfom.

More information

Agenda. Single Cycle Performance Assume >me for ac>ons are 100ps for register read or write; 200ps for other events. Review: Single- cycle Processor

Agenda. Single Cycle Performance Assume >me for ac>ons are 100ps for register read or write; 200ps for other events. Review: Single- cycle Processor Agna CS 61C: Gat Ia in Comput Achitctu (Machin Stuctu) Intuc>on Lvl Paalllim Intucto: Rany H. Katz Davi A. PaJon hjp://int.c.bkly.u/~c61c/fa1 Rviw Piplin Excu>on Piplin Datapath Aminitivia Piplin Haza

More information

1973 AP Calculus BC: Section I

1973 AP Calculus BC: Section I 97 AP Calculus BC: Scio I 9 Mius No Calculaor No: I his amiaio, l dos h aural logarihm of (ha is, logarihm o h bas ).. If f ( ) =, h f ( ) = ( ). ( ) + d = 7 6. If f( ) = +, h h s of valus for which f

More information

Trade Patterns, Production networks, and Trade and employment in the Asia-US region

Trade Patterns, Production networks, and Trade and employment in the Asia-US region Trade Patterns, Production networks, and Trade and employment in the Asia-U region atoshi Inomata Institute of Developing Economies ETRO Development of cross-national production linkages, 1985-2005 1985

More information

The Exile Began. Family Journal Page. God Called Jeremiah Jeremiah 1. Preschool. below. Tell. them too. Kids. Ke Passage: Ezekiel 37:27

The Exile Began. Family Journal Page. God Called Jeremiah Jeremiah 1. Preschool. below. Tell. them too. Kids. Ke Passage: Ezekiel 37:27 Faily Jo Pag Th Exil Bg io hy u c prof b jo ou Shar ab ou job ab ar h o ay u Yo ra u ar u r a i A h ) ar par ( grp hav h y y b jo i crib blo Tll ri ir r a r gro up Allo big u r a i Rvi h b of ha u ha a

More information

Chapter 21: Connecting with a Network

Chapter 21: Connecting with a Network Pag 319 This chap discusss how o us h BASIC-256 wokig sams. Nwokig i BASIC-256 will allow fo a simpl "sock" cocio usig TCP (Tasmissio Cool Poocol). This chap is o ma o b a full ioducio o TCP/IP sock pogammig.

More information

CS152 Computer Architecture and Engineering Lecture 12. Introduction to Pipelining

CS152 Computer Architecture and Engineering Lecture 12. Introduction to Pipelining CS152 Comput chitctu a Egiig Lctu 12 Itouctio to Pipliig ctob 11, 1999 Joh Kubiatowicz (http.c.bkly.u/~kubito) lctu li: http://www-it.c.bkly.u/~c152/ Rcap: Micopogammig Micopogammig i a covit mtho fo implmtig

More information

Valley Forge Middle School Fencing Project Facilities Committee Meeting February 2016

Valley Forge Middle School Fencing Project Facilities Committee Meeting February 2016 Valley Forge iddle chool Fencing roject Facilities ommittee eeting February 2016 ummer of 2014 Installation of Fencing at all five istrict lementary chools October 2014 Facilities ommittee and

More information

! ( ! ( " ) ) ( ( # BRENT CROSS CRICKLEWOOD BXC PHASE 1B NORTH PERSONAL INJURY ACCIDENT AREA ANALYSIS STUDY AREA TP-SK-0001.

! ( ! (  ) ) ( ( # BRENT CROSS CRICKLEWOOD BXC PHASE 1B NORTH PERSONAL INJURY ACCIDENT AREA ANALYSIS STUDY AREA TP-SK-0001. # PU: P # OU: O ow oih ih. Oc v c: i,, o,, I, ic P o., O, U, FO, P,, o, I,, Oc v, i J, I, i hi, woo, Ii, O ciuo, h I U i h wi h fo h of O' ci. I o, oifi, c o i u hi, xc O o qui w. O cc o iii, iii whov,

More information

ARC 202L. Not e s : I n s t r u c t o r s : D e J a r n e t t, L i n, O r t e n b e r g, P a n g, P r i t c h a r d - S c h m i t z b e r g e r

ARC 202L. Not e s : I n s t r u c t o r s : D e J a r n e t t, L i n, O r t e n b e r g, P a n g, P r i t c h a r d - S c h m i t z b e r g e r ARC 202L C A L I F O R N I A S T A T E P O L Y T E C H N I C U N I V E R S I T Y D E P A R T M E N T O F A R C H I T E C T U R E A R C 2 0 2 L - A R C H I T E C T U R A L S T U D I O W I N T E R Q U A

More information

Representing Knowledge. CS 188: Artificial Intelligence Fall Properties of BNs. Independence? Reachability (the Bayes Ball) Example

Representing Knowledge. CS 188: Artificial Intelligence Fall Properties of BNs. Independence? Reachability (the Bayes Ball) Example C 188: Aificial Inelligence Fall 2007 epesening Knowledge ecue 17: ayes Nes III 10/25/2007 an Klein UC ekeley Popeies of Ns Independence? ayes nes: pecify complex join disibuions using simple local condiional

More information

k of the incident wave) will be greater t is too small to satisfy the required kinematics boundary condition, (19)

k of the incident wave) will be greater t is too small to satisfy the required kinematics boundary condition, (19) TOTAL INTRNAL RFLTION Kmacs pops Sc h vcos a coplaa, l s cosd h cd pla cocds wh h X pla; hc 0. y y y osd h cas whch h lgh s cd fom h mdum of hgh dx of faco >. Fo cd agls ga ha h ccal agl s 1 ( /, h hooal

More information

T h e C S E T I P r o j e c t

T h e C S E T I P r o j e c t T h e P r o j e c t T H E P R O J E C T T A B L E O F C O N T E N T S A r t i c l e P a g e C o m p r e h e n s i v e A s s es s m e n t o f t h e U F O / E T I P h e n o m e n o n M a y 1 9 9 1 1 E T

More information

The far field calculation: Approximate and exact solutions. Persa Kyritsi November 10th, 2005 B2-109

The far field calculation: Approximate and exact solutions. Persa Kyritsi November 10th, 2005 B2-109 Th fa fl calculao: Appoa a ac oluo Pa K Novb 0h 005 B-09 Oul Novb 0h 005 Pa K Iouco Appoa oluo flco fo h gou ac oluo Cocluo Pla wav fo Ic fl: pla wav k ( ) jk H ( ) λ λ ( ) Polaao fo η 0 0 Hooal polaao

More information

I M P O R T A N T S A F E T Y I N S T R U C T I O N S W h e n u s i n g t h i s e l e c t r o n i c d e v i c e, b a s i c p r e c a u t i o n s s h o

I M P O R T A N T S A F E T Y I N S T R U C T I O N S W h e n u s i n g t h i s e l e c t r o n i c d e v i c e, b a s i c p r e c a u t i o n s s h o I M P O R T A N T S A F E T Y I N S T R U C T I O N S W h e n u s i n g t h i s e l e c t r o n i c d e v i c e, b a s i c p r e c a u t i o n s s h o u l d a l w a y s b e t a k e n, i n c l u d f o l

More information

CS 326e F2002 Lab 1. Basic Network Setup & Ethereal Time: 2 hrs

CS 326e F2002 Lab 1. Basic Network Setup & Ethereal Time: 2 hrs CS 326 F2002 Lab 1. Bai Nwk Sup & Ehal Tim: 2 h Tak: 1 (10 mi) Vify ha TCP/IP i iall ah f h mpu 2 (10 mi) C h mpu gh via a wih 3 (10 mi) Obv h figuai f ah f h NIC f ah mpu 4 (10 mi) Saially figu a IP a

More information

Wireless Networking Guide

Wireless Networking Guide ilss woking Guid Ging h bs fom you wilss nwok wih h ZTE H98 ou w A n B Rs B A w ilss shligh.co.uk wok Guid; ZTE H98 ous Las amndd: 08000/0/0 768 Cns. Cncing o a wilss nwok. Toublshooing a wilss cnci. Oh

More information

In Review: A Single Cycle Datapath We have everything! Now we just need to know how to BUILD CONTROL

In Review: A Single Cycle Datapath We have everything! Now we just need to know how to BUILD CONTROL S6 L2 PU ign: ontol II n Piplining I () int.c.bly.u/~c6c S6 : Mchin Stuctu Lctu 2 PU ign: ontol II & Piplining I Noh Johnon 2-7-26 In Rviw: Singl ycl tpth W hv vything! Now w jut n to now how to UIL NRL

More information

OH BOY! Story. N a r r a t iv e a n d o bj e c t s th ea t e r Fo r a l l a g e s, fr o m th e a ge of 9

OH BOY! Story. N a r r a t iv e a n d o bj e c t s th ea t e r Fo r a l l a g e s, fr o m th e a ge of 9 OH BOY! O h Boy!, was or igin a lly cr eat ed in F r en ch an d was a m a jor s u cc ess on t h e Fr en ch st a ge f or young au di enc es. It h a s b een s een by ap pr ox i ma t ely 175,000 sp ect at

More information

Variational Equation or Continuous Dependence on Initial Condition or Trajectory Sensitivity & Floquet Theory & Poincaré Map

Variational Equation or Continuous Dependence on Initial Condition or Trajectory Sensitivity & Floquet Theory & Poincaré Map Vaiaioal Equaio o Coiuous Dpc o Iiial Coiio o Tajco Ssiivi & Floqu Tho & Poicaé Map. Gal ia o ajco ssiivi.... Homogous Lia Tim Ivaia Ssm...3 3. No - Homogous Lia Tim Ivaia Ssm...3 Eampl (LTI:.... Homogous

More information

Rapid growth in enrolment within the French Immersion program

Rapid growth in enrolment within the French Immersion program Nw Nh Ajx Fch Ii ch- Ovviw R Di PS p i Spb 2009 u ck Egih Fch Ii ch Egih Fch Ii Y E E Pb 2009 333 197 0 2010 405 281 2 2011 431 332 6 2012 466 409 10 2013 486 474 14 Rpi gwh i wihi h Fch Ii pg Pp c Fch

More information

GUIDE FOR SUPERVISORS 1. This event runs most efficiently with two to four extra volunteers to help proctor students and grade the student

GUIDE FOR SUPERVISORS 1. This event runs most efficiently with two to four extra volunteers to help proctor students and grade the student GUIDE FOR SUPERVISORS 1. This vn uns mos fficinly wih wo o fou xa voluns o hlp poco sudns and gad h sudn scoshs. 2. EVENT PARAMETERS: Th vn supviso will povid scoshs. You will nd o bing a im, pns and pncils

More information

Chapter 5 Transmission Lines

Chapter 5 Transmission Lines ap 5 ao 5- aacc of ao ao l: a o cou ca cu o uppo a M av c M o qua-m o. Fo M o a H M H a M a µ M. cu a M av av ff caacc. A M av popaa o ff lcc a paal flco a paal ao ll occu. A ob follo ul. ll la: p a β

More information

Final Exam : Solutions

Final Exam : Solutions Comp : Algorihm and Daa Srucur Final Exam : Soluion. Rcuriv Algorihm. (a) To bgin ind h mdian o {x, x,... x n }. Sinc vry numbr xcp on in h inrval [0, n] appar xacly onc in h li, w hav ha h mdian mu b

More information

The Non-Truncated Bulk Arrival Queue M x /M/1 with Reneging, Balking, State-Dependent and an Additional Server for Longer Queues

The Non-Truncated Bulk Arrival Queue M x /M/1 with Reneging, Balking, State-Dependent and an Additional Server for Longer Queues Alied Maheaical Sciece Vol. 8 o. 5 747-75 The No-Tucaed Bul Aival Queue M x /M/ wih Reei Bali Sae-Deede ad a Addiioal Seve fo Loe Queue A. A. EL Shebiy aculy of Sciece Meofia Uiveiy Ey elhebiy@yahoo.co

More information

The CFD Drag Prediction Workshop Series: Summary and Retrospective. David W. Levy Cessna Aircraft Company and the DPW Organizing Committee

The CFD Drag Prediction Workshop Series: Summary and Retrospective. David W. Levy Cessna Aircraft Company and the DPW Organizing Committee CD D icio oo i: u oci Di. C Aic Co D izi Coi o, o, oiu Dio, CA - u 1 CD D icio oo i: u oci, D izi Coi Di.. i C Aic Co w. ioco, o C., oi i, i oi Co:, Huio c,. oui Cio. u, ic A., o H. oio AA c C. o io Ci

More information

ECEN620: Network Theory Broadband Circuit Design Fall 2014

ECEN620: Network Theory Broadband Circuit Design Fall 2014 ECE60: work Thory Broadbad Circui Dig Fall 04 Lcur 6: PLL Trai Bhavior Sam Palrmo Aalog & Mixd-Sigal Cr Txa A&M Uivriy Aoucm, Agda, & Rfrc HW i du oday by 5PM PLL Trackig Rpo Pha Dcor Modl PLL Hold Rag

More information

The Moúõ. ExplÉüers. Fun Facts. WÉüd Proèô. Parts oì Sp. Zoú Animal Roêks

The Moúõ. ExplÉüers. Fun Facts. WÉüd Proèô. Parts oì Sp. Zoú Animal Roêks onn C f o l b Ta 4 5 õ Inoåucio Pacic 8 L LoËíca c i c 3 a P L Uppca 35 k W h Day oì 38 a Y h Moõh oì WÉüld 44 o nd h a y a d h Bi 47 u g 3-D Fi 54 Zoú Animal 58 Éüm Landf 62 Roêk 68 Th Moúõ õ o 74 l k

More information

Quality Monitoring Calibration Assuring Standardization Among Monitors

Quality Monitoring Calibration Assuring Standardization Among Monitors Qualiy Moioig alibaio Assuig Sadadizaio Amog Moios MOR Rspod oopaio Wokshop Spmb 2006 Ral Soluios fo Tlpho Suvy Mhodology alibaio - accodig o Wbs To sadadiz by dmiig h dviaio fom a sadad as o ascai h pop

More information

Analytical Evaluation of Multicenter Nuclear Attraction Integrals for Slater-Type Orbitals Using Guseinov Rotation-Angular Function

Analytical Evaluation of Multicenter Nuclear Attraction Integrals for Slater-Type Orbitals Using Guseinov Rotation-Angular Function I. J. Cop. Mh. S Vo. 5 o. 7 39-3 Ay Evuo of Mu u Ao Ig fo S-yp O Ug Guov Roo-Agu uo Rz Y M Ag Dp of Mh uy of uo fo g A-Khj Uvy Kgo of Su A Dp of Mh uy of S o B Auh Uvy Kgo of Su A A. Ug h Guov oo-gu fuo

More information

Coastal Douglas-fir Land Use Order - Draft for Review

Coastal Douglas-fir Land Use Order - Draft for Review P [ ] [ w v h f y Hwy W V V y Mp u W [ H ] Vcuv mx umb uy v vi Quicum ch Pvi h P bi m Q h Hwy Q M Y M i : h ifmi pvi i f f viw pup my b ubjc chg pi fi vii. h m g i. w 66 Hwy. & P V i Wy P P Wch ch ug-fi

More information

By Joonghoe Dho. The irradiance at P is given by

By Joonghoe Dho. The irradiance at P is given by CH. 9 c CH. 9 c By Joogo Do 9 Gal Coao 9. Gal Coao L co wo po ouc, S & S, mg moocomac wav o am qucy. L paao a b muc ga a. Loca am qucy. L paao a b muc ga a. Loca po obvao P a oug away om ouc o a a P wavo

More information

Control Systems. Transient and Steady State Response.

Control Systems. Transient and Steady State Response. Corol Sym Trai a Say Sa Ro chibum@oulch.ac.kr Ouli Tim Domai Aalyi orr ym Ui ro Ui ram ro Ui imul ro Chibum L -Soulch Corol Sym Tim Domai Aalyi Afr h mahmaical mol of h ym i obai, aalyi of ym rformac i.

More information

AQUIFER DRAWDOWN AND VARIABLE-STAGE STREAM DEPLETION INDUCED BY A NEARBY PUMPING WELL

AQUIFER DRAWDOWN AND VARIABLE-STAGE STREAM DEPLETION INDUCED BY A NEARBY PUMPING WELL Pocing of h 1 h Innaional Confnc on Enionmnal cinc an chnolog Rho Gc 3-5 pmb 15 AUIFER DRAWDOWN AND VARIABE-AGE REAM DEPEION INDUCED BY A NEARBY PUMPING WE BAAOUHA H.M. aa Enionmn & Eng Rach Iniu EERI

More information

( A) ( B) ( C) ( D) ( E)

( A) ( B) ( C) ( D) ( E) d Smsr Fial Exam Worksh x 5x.( NC)If f ( ) d + 7, h 4 f ( ) d is 9x + x 5 6 ( B) ( C) 0 7 ( E) divrg +. (NC) Th ifii sris ak has h parial sum S ( ) for. k Wha is h sum of h sris a? ( B) 0 ( C) ( E) divrgs

More information

H STO RY OF TH E SA NT

H STO RY OF TH E SA NT O RY OF E N G L R R VER ritten for the entennial of th e Foundin g of t lair oun t y on ay 8 82 Y EEL N E JEN K RP O N! R ENJ F ] jun E 3 1 92! Ph in t ed b y h e t l a i r R ep u b l i c a n O 4 1922

More information

Executive Committee and Officers ( )

Executive Committee and Officers ( ) Gifted and Talented International V o l u m e 2 4, N u m b e r 2, D e c e m b e r, 2 0 0 9. G i f t e d a n d T a l e n t e d I n t e r n a t i o n a2 l 4 ( 2), D e c e m b e r, 2 0 0 9. 1 T h e W o r

More information

Silv. Criteria Met? Condition

Silv. Criteria Met? Condition NEWERRY FORET MGT UNIT Ifomio Compm: 106 Ey Y: 2001 iz oy- kg g vg. To. i 1 Q 6 Q 2 48 115 9 100 35 mix wmp mu Y o hul 0 j low i Ro (ou o ply vilbl) h o h ouhw wih 10' f. Culy o o hough PVT popy o hi.

More information

Investment. Net Present Value. Stream of payments A 0, A 1, Consol: same payment forever Common interest rate r

Investment. Net Present Value. Stream of payments A 0, A 1, Consol: same payment forever Common interest rate r Bfo going o Euo on buin, a man dov hi Roll-Royc o a downown NY Ciy bank and wn in o ak fo an immdia loan of $5,. Th loan offic, akn aback, qud collaal. "Wll, hn, h a h ky o my Roll-Royc", h man aid. Th

More information

TRAVERSE CITY FOREST MGT UNIT Stand Level Information Compartment: 108 Entry Year: 2010

TRAVERSE CITY FOREST MGT UNIT Stand Level Information Compartment: 108 Entry Year: 2010 oy- kg Lvl vg. 1 M 6 M 1 148 79 9 110 50 oh hwoo immu N hiig wihi 0-9 y 2 Wl : i bi by h Klkk ORV Til. Th lu owmobil Til bo h w g of h. ou g pipli plll h il o log h oh g of h. Th i pimily ug Mpl wih om

More information

P a g e 3 6 of R e p o r t P B 4 / 0 9

P a g e 3 6 of R e p o r t P B 4 / 0 9 P a g e 3 6 of R e p o r t P B 4 / 0 9 p r o t e c t h um a n h e a l t h a n d p r o p e r t y fr om t h e d a n g e rs i n h e r e n t i n m i n i n g o p e r a t i o n s s u c h a s a q u a r r y. J

More information

333 Ravenswood Avenue

333 Ravenswood Avenue O AL i D wy Bl o S kw y y ph Rwoo S ho P ol D b y D Pk n i l Co Sn lo Aipo u i R D Wil low R h R M R O g n Ex py i A G z S S Mi lf O H n n iv Po D R A P g M ill y xpw CA Licn No 01856608 Ex p wy R 203

More information

COMPSCI 230 Discrete Math Trees March 21, / 22

COMPSCI 230 Discrete Math Trees March 21, / 22 COMPSCI 230 Dict Math Mach 21, 2017 COMPSCI 230 Dict Math Mach 21, 2017 1 / 22 Ovviw 1 A Simpl Splling Chck Nomnclatu 2 aval Od Dpth-it aval Od Badth-it aval Od COMPSCI 230 Dict Math Mach 21, 2017 2 /

More information

SAULT STE. MARIE MGT. UNIT Stand Level Information Compartment: 17 Entry Year: 2007

SAULT STE. MARIE MGT. UNIT Stand Level Information Compartment: 17 Entry Year: 2007 ULT TE. MRIE MGT. UNIT Ifomio Compm: 17 Ey Y: 2007 iz y oy- kg g vg. To. Tm. v Pioiy Culul 1 C6 Q3 6 11 70 32 uvg N o hul 0 Ph of C i 9, i log o h g bu oul b hollow, myb y uig om wh 9 i u. 2 6 3 86 84

More information

Beechwood Music Department Staff

Beechwood Music Department Staff Beechwood Music Department Staff MRS SARAH KERSHAW - HEAD OF MUSIC S a ra h K e rs h a w t r a i n e d a t t h e R oy a l We ls h C o l le g e of M u s i c a n d D ra m a w h e re s h e ob t a i n e d

More information

Nocturnes Nocturne op. 27 Nº.2 in D b Major

Nocturnes Nocturne op. 27 Nº.2 in D b Major RICHARD OHNON EDITION Fdic Chopi Nocus Nocu op 27 Nº2 i D b Mao This f doload pdf fil is povidd solly fo psoal us Richad ohso Ediios a ly gavd ux diios of public domai oks ad a pocd by applicabl copyigh

More information

PLS-CADD DRAWING N IC TR EC EL L RA IVE ) R U AT H R ER 0. IDT FO P 9-1 W T OO -1 0 D EN C 0 E M ER C 3 FIN SE W SE DE EA PO /4 O 1 AY D E ) (N W AN N

PLS-CADD DRAWING N IC TR EC EL L RA IVE ) R U AT H R ER 0. IDT FO P 9-1 W T OO -1 0 D EN C 0 E M ER C 3 FIN SE W SE DE EA PO /4 O 1 AY D E ) (N W AN N A IV ) H 0. IT FO P 9-1 W O -1 0 C 0 M C FI S W S A PO /4 O 1 AY ) ( W A 7 F 4 H T A GH 1 27 IGO OU (B. G TI IS 1/4 X V -S TO G S /2 Y O O 1 A A T H W T 2 09 UT IV O M C S S TH T ) A PATO C A AY S S T

More information

Why would precipitation patterns vary from place to place? Why might some land areas have dramatic changes. in seasonal water storage?

Why would precipitation patterns vary from place to place? Why might some land areas have dramatic changes. in seasonal water storage? Bu Mb Nx Gi Cud-f img, hwig Eh ufc i u c, hv b cd + Bhymy d Tpgphy fm y f mhy d. G d p, bw i xpd d ufc, bu i c, whi i w. Ocb 2004. Wh fm f w c yu idify Eh ufc? Why wud h c ufc hv high iiy i m, d w iiy

More information

TESA IP40 protection against dust (TLC) Connector for a forward thinking approach to your overall quality control system

TESA IP40 protection against dust (TLC) Connector for a forward thinking approach to your overall quality control system V : 30.0.20 P x VA www.p. V 22 - EN N P p k, Cp y w A V IP0: A IP0, E b p y, y 7, E! P I v p b A E k w p b f 3 p, w IP7, w-c p. A b PC k w EA IP7 B IP7 p q - I EA Lk C (LC) f fw k pp y v qy y A w y w p

More information

Exercise 3 Stochastic Models of Manufacturing Systems 4T400, 6 May

Exercise 3 Stochastic Models of Manufacturing Systems 4T400, 6 May Exercise 3 Sochasic Models of Maufacurig Sysems 4T4, 6 May. Each week a very popular loery i Adorra pris 4 ickes. Each ickes has wo 4-digi umbers o i, oe visible ad he oher covered. The umbers are radomly

More information

Problem Set If all directed edges in a network have distinct capacities, then there is a unique maximum flow.

Problem Set If all directed edges in a network have distinct capacities, then there is a unique maximum flow. CSE 202: Deign and Analyi of Algorihm Winer 2013 Problem Se 3 Inrucor: Kamalika Chaudhuri Due on: Tue. Feb 26, 2013 Inrucion For your proof, you may ue any lower bound, algorihm or daa rucure from he ex

More information

MARK WH-S1 SHELF 208V; 1 PHASE; 4.5 KW TMV-B FLOOR 199CFH, 2 HTRS, 2 STORAGE FLOOR - WALL HYDRANT ABV ABOVE AFF ABOVE FINISHED FLOOR

MARK WH-S1 SHELF 208V; 1 PHASE; 4.5 KW TMV-B FLOOR 199CFH, 2 HTRS, 2 STORAGE FLOOR - WALL HYDRANT ABV ABOVE AFF ABOVE FINISHED FLOOR 4 5 6 7 8 9 0 O U PUMI IXU IO U... 4. 5. 6. 7. 8. 9. 0.... 4. OIO O UIII O P PPOXIM, VIY I O UIIY PIO O II. O VIY X OIO, IZ VIO O XII VI PIO O II Y PIP. OUI OU OU O M I 8"x8"x6" I P. (.. MI 458 O QU.)

More information

Review - Week 10. There are two types of errors one can make when performing significance tests:

Review - Week 10. There are two types of errors one can make when performing significance tests: Review - Week Read: Chaper -3 Review: There are wo ype of error oe ca make whe performig igificace e: Type I error The ull hypohei i rue, bu we miakely rejec i (Fale poiive) Type II error The ull hypohei

More information

THIS PAGE DECLASSIFIED IAW EO IRIS u blic Record. Key I fo mation. Ma n: AIR MATERIEL COMM ND. Adm ni trative Mar ings.

THIS PAGE DECLASSIFIED IAW EO IRIS u blic Record. Key I fo mation. Ma n: AIR MATERIEL COMM ND. Adm ni trative Mar ings. T H S PA G E D E CLA SSFED AW E O 2958 RS u blc Recod Key fo maon Ma n AR MATEREL COMM ND D cumen Type Call N u b e 03 V 7 Rcvd Rel 98 / 0 ndexe D 38 Eneed Dae RS l umbe 0 0 4 2 3 5 6 C D QC d Dac A cesson

More information

Boyce/DiPrima/Meade 11 th ed, Ch 4.1: Higher Order Linear ODEs: General Theory

Boyce/DiPrima/Meade 11 th ed, Ch 4.1: Higher Order Linear ODEs: General Theory Bo/DiPima/Mad h d Ch.: High Od Lia ODEs: Gal Tho Elma Diffial Eqaios ad Boda Val Poblms h diio b William E. Bo Rihad C. DiPima ad Dog Mad 7 b Joh Wil & Sos I. A h od ODE has h gal fom d d P P P d d W assm

More information

KEB INVERTER L1 L2 L3 FLC - RELAY 1 COMMON I1 - APPROACH CLOSE 0V - DIGITAL COMMON FLA - RELAY 1 N.O. AN1+ - ANALOG 1 (+) CRF - +10V OUTPUT

KEB INVERTER L1 L2 L3 FLC - RELAY 1 COMMON I1 - APPROACH CLOSE 0V - DIGITAL COMMON FLA - RELAY 1 N.O. AN1+ - ANALOG 1 (+) CRF - +10V OUTPUT XT SSMLY MOL 00 (O FS) 00 (I- PT) 00 (SIGL SLI) WG O 0 0-0 0-0-0 0.0. 0 0-0 0-0-0 0 0-0 0-0-0 VOLTG F.L...0..0..0.0..0 IIG POW FOM US SUPPLI ISOT (S TL) US OP OUTOS T T 0 O HIGH H IUIT POTTIO OT: H IUIT

More information

The Newsletter for FSB Connect Club Members. May/June y M. Six. August 7. But it s a M ONLY. going! gratuity

The Newsletter for FSB Connect Club Members. May/June y M. Six. August 7. But it s a M ONLY. going! gratuity Th Nwl f FSB Cc Cl M D x i S M... p i T l h! ll cii i YOU ip i x M -D f Six Th f hi ip v k ll, I c ll W? hi ii ll i c I f p wh i T i ih B i M vl w kf v l ll il f w v l: v h w ll h l f 11 f fi h l l w v

More information

t = s D Overview of Tests Two-Sample t-test: Independent Samples Independent Samples t-test Difference between Means in a Two-sample Experiment

t = s D Overview of Tests Two-Sample t-test: Independent Samples Independent Samples t-test Difference between Means in a Two-sample Experiment Overview of Te Two-Sample -Te: Idepede Sample Chaper 4 z-te Oe Sample -Te Relaed Sample -Te Idepede Sample -Te Compare oe ample o a populaio Compare wo ample Differece bewee Mea i a Two-ample Experime

More information

SOUTH. Bus Map. From 25 October travelsouthyorkshire.com/sbp

SOUTH. Bus Map. From 25 October travelsouthyorkshire.com/sbp SOUT SFFIL u Mp F Ocb 1 N Sff p vb f Tv Su Y If Sff vuc/sp Sff u Pp - v Sff Sff u Pp cu w pv u w: u p bu w b vu c f u-p v Fqu vc ub f u Fw u c bu w w f cc v w cv f? 3 f-p p Sff bu Ipv cu fc b up % 0,000

More information

Kinetics. Central Force Motion & Space Mechanics

Kinetics. Central Force Motion & Space Mechanics Kintics Cntal Foc Motion & Spac Mcanics Outlin Cntal Foc Motion Obital Mcanics Exampls Cntal-Foc Motion If a paticl tavls un t influnc of a foc tat as a lin of action ict towas a fix point, tn t motion

More information

Creative Office / R&D Space

Creative Office / R&D Space Ga 7th A t St t S V Nss A issi St Gui Stt Doos St Noiga St Noiga St a Csa Chaz St Tava St Tava St 887 itt R Buig, CA 9400 a to Po St B i Co t Au St B Juipo Sa B sb A Siv Si A 3 i St t ssi St othhoo Wa

More information

Inverse Thermoelastic Problem of Semi-Infinite Circular Beam

Inverse Thermoelastic Problem of Semi-Infinite Circular Beam iol oul o L choloy i Eii M & Alid Scic LEMAS Volu V u Fbuy 8 SSN 78-54 v holic Pobl o Si-ii Cicul B Shlu D Bi M. S. Wbh d N. W. Khobd 3 D o Mhic Godw Uiviy Gdchioli M.S di D o Mhic Svody Mhvidyly Sidwhi

More information

Bus times from 18 January 2016

Bus times from 18 January 2016 1 3 i ml/ Fm vig: Tllc uchhuggl Pkh ig Fm u im fm 18 Ju 2016 Hll lcm Thk f chig vl ih Fi W p xiv k f vic hughu G Glg h ig mk u ju pibl Ii hi gui u c icv: Th im p hi vic Pg 6-15 18-19 Th u ii v Pg -5 16-17

More information

M1 a. So there are 4 cases from the total 16.

M1 a. So there are 4 cases from the total 16. M1 a. Remember that overflow is defined as the result of the operation making no sense, which in 2's complement representa tion is equivalent to the mathematical result not fitting in the format. if any

More information

c. What is the average rate of change of f on the interval [, ]? Answer: d. What is a local minimum value of f? Answer: 5 e. On what interval(s) is f

c. What is the average rate of change of f on the interval [, ]? Answer: d. What is a local minimum value of f? Answer: 5 e. On what interval(s) is f Essential Skills Chapter f ( x + h) f ( x ). Simplifying the difference quotient Section. h f ( x + h) f ( x ) Example: For f ( x) = 4x 4 x, find and simplify completely. h Answer: 4 8x 4 h. Finding the

More information

DSP-First, 2/e. This Lecture: LECTURE #3 Complex Exponentials & Complex Numbers. Introduce more tools for manipulating complex numbers

DSP-First, 2/e. This Lecture: LECTURE #3 Complex Exponentials & Complex Numbers. Introduce more tools for manipulating complex numbers DSP-Fis, / LECTURE #3 Compl Eponnials & Compl umbs READIG ASSIGMETS This Lcu: Chap, Scs. -3 o -5 Appndi A: Compl umbs Appndi B: MATLAB Lcu: Compl Eponnials Aug 016 003-016, JH McClllan & RW Schaf 3 LECTURE

More information

176 5 t h Fl oo r. 337 P o ly me r Ma te ri al s

176 5 t h Fl oo r. 337 P o ly me r Ma te ri al s A g la di ou s F. L. 462 E l ec tr on ic D ev el op me nt A i ng er A.W.S. 371 C. A. M. A l ex an de r 236 A d mi ni st ra ti on R. H. (M rs ) A n dr ew s P. V. 326 O p ti ca l Tr an sm is si on A p ps

More information

Response of LTI Systems to Complex Exponentials

Response of LTI Systems to Complex Exponentials 3 Fourir sris coiuous-im Rspos of LI Sysms o Complx Expoials Ouli Cosidr a LI sysm wih h ui impuls rspos Suppos h ipu sigal is a complx xpoial s x s is a complx umbr, xz zis a complx umbr h or h h w will

More information

Fourier Series: main points

Fourier Series: main points BIOEN 3 Lcur 6 Fourir rasforms Novmbr 9, Fourir Sris: mai pois Ifii sum of sis, cosis, or boh + a a cos( + b si( All frqucis ar igr mulipls of a fudamal frqucy, o F.S. ca rprs ay priodic fucio ha w ca

More information

Contents FREE!

Contents FREE! Fw h Hu G, h Cp h w bu Vy Tu u P. Th p h pk wh h pp h. Th u y D 1 D 1 h h Cp. Th. Th hu K E xp h Th Hu I Ch F, bh K P pp h u. Du h p, K G u h xp Ch F. P u D 11, 8, 6, 4, 3. Th bk w K pp. Wh P p pp h p,

More information

EE Control Systems LECTURE 11

EE Control Systems LECTURE 11 Up: Moy, Ocor 5, 7 EE 434 - Corol Sy LECTUE Copyrigh FL Lwi 999 All righ rrv POLE PLACEMET A STEA-STATE EO Uig fc, o c ov h clo-loop pol o h h y prforc iprov O c lo lc uil copor o oi goo y- rcig y uyig

More information

Unsteady flows in moving reference frame

Unsteady flows in moving reference frame Usay flows i moig fc fam Ralf Hiich TAU Taiig, auschwig, 5h Fbuay 8 TAU Taiig Usay flows i moig fc fam Oiw Moiaio Nai-oks quaios i gal moig fc fam Tim igaio fo usay flows imilaiis a iffcs bw im iscizaio

More information

FICH~:s lciithyo\l~~trio~es.

FICH~:s lciithyo\l~~trio~es. PB FCNyM UNLP T g vg wk b b y y g b y F wk v b m b v gz w my y m g E bv b g y v q y q q ó y P mv gz y b v m q m mó g FCH CTHYOTROES P W P -C b } k < HP- qe q< - - < - m T

More information

CATAVASII LA NAȘTEREA DOMNULUI DUMNEZEU ȘI MÂNTUITORULUI NOSTRU, IISUS HRISTOS. CÂNTAREA I-A. Ήχος Πα. to os se e e na aș te e e slă ă ă vi i i i i

CATAVASII LA NAȘTEREA DOMNULUI DUMNEZEU ȘI MÂNTUITORULUI NOSTRU, IISUS HRISTOS. CÂNTAREA I-A. Ήχος Πα. to os se e e na aș te e e slă ă ă vi i i i i CATAVASII LA NAȘTEREA DOMNULUI DUMNEZEU ȘI MÂNTUITORULUI NOSTRU, IISUS HRISTOS. CÂNTAREA I-A Ήχος α H ris to os s n ș t slă ă ă vi i i i i ți'l Hris to o os di in c ru u uri, în tâm pi i n ți i'l Hris

More information

I. OBJECTIVE OF THE EXPERIMENT.

I. OBJECTIVE OF THE EXPERIMENT. I. OBJECTIVE OF THE EXPERIMENT. Swissmero raels a high speeds hrough a unnel a low pressure. I will hereore undergo ricion ha can be due o: ) Viscosiy o gas (c. "Viscosiy o gas" eperimen) ) The air in

More information

Lecture 2: Bayesian inference - Discrete probability models

Lecture 2: Bayesian inference - Discrete probability models cu : Baysian infnc - Disc obabiliy modls Many hings abou Baysian infnc fo disc obabiliy modls a simila o fqunis infnc Disc obabiliy modls: Binomial samling Samling a fix numb of ials fom a Bnoulli ocss

More information