Transformer handbook

541 58 4MB

English Pages 213 Year 2004

Report DMCA / Copyright

DOWNLOAD PDF FILE

Recommend Papers

LLM, Transformer, RAG AI: Mastering Large Language Models, Transformer Models, and Retrieval-Augmented Generation (RAG) Technology

Explore the world of language models with "LLM, Transformer, RAG AI: Mastering Large Language Models, Transformer M

101 93 25MB Read more

Lou Reed’s Transformer 9781501323058, 9781501323089, 9781501323065

Transformer, Lou Reed’s most enduringly popular album, is described with varying labels: it’s often called a glam rock a

163 98 1MB Read more

L'angoisse : l'accueillir, la transformer [2nde édition ed.] 9782848357911

L’angoisse : chacun la connaît. Elle nous submerge ou nous sidère. Mais elle est aussi un puissant moteur. Comment vivre

107 78 302KB Read more

Anthropologie de l'espace: Habiter, fonder, distribuer, transformer 9782200257309, 2200257309

Dans nos sociétés de la mobilité et de la mondialisation, comment rendre compte de la dimension culturelle des territoir

120 51 3MB Read more

Transformer, BERT, and GPT3 : Including ChatGPT and Prompt Engineering 9781683928980

This book provides a comprehensive group of topics covering the details of the Transformer architecture, BERT models, an

115 79 25MB Read more

Power Transformer Design Practices [1 ed.] 0367418436, 9780367418434

The book presents basic theories of transformer operation, design principles and methods used in power transformer desig

333 65 8MB Read more

Digital Protective Schemes for Power Transformer [1st ed.] 9789811567629, 9789811567636

This book provides a comprehensive overview of protection schemes used for power transformers and describes the internal

365 14 10MB Read more

The MicroRNA 2000 Transformer: Quantum Computing and Artificial Intelligence for Health [2 ed.] 9819931649, 9789819931644

The second edition includes new findings that were only a theory in the first edition, clarifying what is beginning to b

119 22 12MB Read more

Optimal choice for number of strands in a litz-wire transformer winding

273 40 171KB Read more

Devenir super-conscient : Transformer sa vie et accéder à l'extra-ordinaire 9782813217066

Et si vous deveniez extra-ordinaire ? Capable de transformer la chimie de votre cerveau pour accéder à de nouveaux nivea

97 37 13MB Read more

Transformer handbook

0 0 0
Like this paper and download? You can publish your own PDF file online for free in a few minutes! Sign Up

File loading please wait...

Citation preview

Transformer Handbook

!

" #$ %& %' ( $ # ) '% ''* +"(,- . /

0// / 1 2 "(, 0!$"3"((( 0// # 0// ! # 0

# $ 0//

- "0// 2 4 4 , "(,,(!(5(, 0!$"3"((( # 6 0// 7 " ( , 8"(,9 " $ 0 # "(, : $; 0 6 "(, "(, #

# 0// 7 (

"(, 0 +. +. "(,

"(, "(((380!$"9 # + .3. .8 "(,9 + .3. .8 "(((9 !

! ! ! ! ! ! ! !! ! ! ! ! ! ! !

)25(:25'

,1752'8&7,21

75$16)250(57:,0 /0/2?+7691+1271+3?7614741000,7691+ /-,49+0?:/691+

6 -?A 'C 'A

µ 12&

$#$-$ #$

'@

%E ?E

'?

*AE C@E

'*

%*E

'

A*'

@''

?''

*''

?'

%D@

%@'

%'

&@

C'

,

@'

''

*@

'%

1+3?7614@61,/46.7/-/796/+7,,12( 9+0?:/6,37/>:,0 /0/2?+7691+1271+3?7614741000,7691+

6 -?C 6 -?@-?A-?C K #-# F " = * ⋅ ⋅ π ⋅ ⋅ K ⋅ 1 ⋅ 5 ⋅ %' *

8@C*9

@*

" " ?03?76./061 >,=,+691+,3

• 0 # %''' 8**''9

C?

• $ 8

"(,A''CA-% % 99 +/339691+214,C/=-:,:9=96/691+09+19:/+389+39+;6,=-,4/6?4,490,0",;!!*!9+06,/312 !*J#=/5>,;99,+6 71+39691+0 214 9+06/+7, 0,=9 9+3114 /44/+;,=,+6 14 641-97/: 9+06/::/691+ =?06 >,71+093,4,3/+30-,7929,36,=-,4/6?4,490,/3K?06,3/771439+;:5 .,+ 8/6,4711:,3 64/+0214=,4 92 6,=-,4/6?4, 12 711:9+; 8/6,4 90 1?6093, 06/+3/43 71+39691+ :0116.,40-,79/:/=>9,+671+39691+0/03/=/;9+;2?=,014.

"&#$# - F • • • • • • • • • • • • •

$ B 0 8 - 9 7

8609 89 , -

%%A

= +' ' =

* • • ! 2 • 7 -- ; • 7 ; 6

** A'

=

=

* %# &

=

' !#"## # 5--& 6

6 &-* # @ " 2 #

' , 2 6 &-? 7 %' J, " '@N 6 &-? *N '@N

# %' J, # 2 7 7 *N '@N G@H

%%&

.H1 +7H

+= +> +: +9 +7 +3 +. + +

.

3

7

9

:

>

2!

6 &-? >

"(,A''CA-C( %F5 - #

=

&-$#" !$/$/$-$ #, %'@ %'@°,C @' N , %*' %*'°,C S S%'°,8 # %'°, 9 #

%'@°, 0 "(, A'*@? +5 . 8B "(,A''CA-C9 ,

"(,A'*@? !0! , X, N A'3A@X, N @'3@@X,

' %%A

S%' %'D

S' %''

S*' &%

S?' D

-

%%&

%%'

%''

D&

S@' C CC

SA' - A?

"

- "(,A'*@? - / $ ! %'N 86

"(,A'%*C9

%'

, - "(,A'&'@5 - 81 9 6 "((($7,@C&%-%&&@D%! # # ?% "((( $ ,@C%''-%&&*" 2 *'J, - 7 -

- - %@ J, ! # - %%'J, 2 6 -

# %%' J, ! # %"((($7,@C&%-%&&@7 # - %%'J,'@@

=.

$$-$# B 2 F •

- 7%%K %%

• E- 5E • # • - S-%'N • %F* • 7 2 2 6 "(, A''CA-D 8 4 0 A D%-&%9

=3

?", 0 @' ; A' ;

2

=7

##

2YHUFXUUHQWSURWHFWLRQ F • 6 •

# -

'LIIHUHQWLDOSURWHFWLRQ 7 -

%%

$ODUPDQGWULSVLJQDOVIURPWKHWUDQVIRUPHU $ 2 "

2 6 # 6 (# F • • B • : •

• •

•

- -

•

$

C? %'?

2YHUYROWDJHSURWHFWLRQ $

%@ %A?

=.

'

=.

$ = 2 - (#

8 9 8/;9 8B" "9 - E7, 0

2 G7"(,A%*CD-*, -*F0 H = •

o -

•

5 o o o -

%

=.

) ;& # - # 2 - 8 9 -

- F • • • • • • •

: = , E ,

F • • • • • •

,3 ) - 3 5 ( ,

( 5, = B 2 $ 0// (, 2 6 &-@ (,

6 &-@ 2 -=

%*

=..

*;& # = 5 F •

•

•

-

"

- 2 7

0 8 9 87:09 # "(, $ A'&A : A'? A'@AC G7"(, A%*CD-*, -*F0 H ! 2 2 B 2

" 2 0 # 86609 660 # G7 "(,A%*CD-*, - *F0 H - - 87:09 " F G "(,A%*CD-*, -*F0 H •

B

•

=

•

"

•

7

•

"

•

" -

•

7

0 - # 1

# .

%?

=.3

!-# !// # " F • " # # •

-

• , 3 • • $ • = • $ •

5,

• " • " • 7 #3* 8 9 8, 9 • " • " 2 •

9:965:,6 "(,A'D*A8%&DD-'D9 $ 2 "(,A'D*A,%8%&&*-%9 , %-$ 2 "(,A'DAC8%&&*-'&9 "2 4$ 2

%9 %9

! !

%&%

"(,A'D&C8%&DC-'*9 = 2 "(,A'&'@8%&DC-%9 5 - "(,A'&??8%&DD-'&9 : 2 "(,A'&C'8%&D&-'A9 = ; 2 "(,A%'*&8%&&'-%'9 : 2 "(,A%'A@8%&&%-'@9 = "(,A%'A%-%5 "(,A%'A@,%8%&&*-%9 , %-= "(,A%'&&8%&&-'@9 $ "(,A%'&&,%8%&&*-%9 , %-$ "(,A%%''8%&&-'@9 ,2 "(,A%%@8%&&-'DS %&&-'&9 1 - 2 4 # "(,A%%??8%&&-%9 # #2 "(,A%%D%8%&&*-'A9 " 40 87:09 2 "(,A%%&C8%&&*-'&9 "2 45 4 - "(,A%'*8%&&-%9 $ 4:

2 "(,3)*A%&?8%&&*-%'9 "2 47 87"E94 "(,A%*CD-%8%&&C-'&9 , 4%F "(,A%*CD-8''-'9 , 4F E7, "(,A%*CD-*8" 9 , 4*F0 "(,A%A%&8%&&C-'?9 "2 4, 8,/94= "(,A%A'8%&&D-%%9 "2 47 4 "(,A%DAD8%&&D-%%9 = 47

%&

"(,A%&*A-%8''-%'9 4 #

%E4%F, "(,A'%8''*-'A9 "2 47 4%F0

:9 * #$/$/! (!@'%D'F%&&CS 0%&&D / %E*AE @'0*%@02 (!@'%A-%F'' 4%F: (!@'%A-F''S0%F'' 4F: 2 (!@'%A-*F''S0%F'' 4*F 2 - (!@'%A-?F'' 4?F/ 8

9 (!@'%A-@F''S0%F'' 4@F52 (!@'%A-AF'' 4AF, 2 4) - (!@'%A-CF'' 4CF( (!@'?*F'' ?E *AE @0 D02 (!@'&&F'' - 2 1 C@E@@'E (!@'**AF'' / # #

*AE (!@'*DAF'' /%E @'0@02 (!@'*DCF'' / %E %@0@02 (!A''C%-%F%&&@ "- 4%F7 (!A''C%-%F%&&@S0%F''' (!A''C%-F%&&C "- 4F0: (!A''C%-F%&&CS0%F'' (!A''CA-%F%&&C 4%F: (!A''CA-%F%&&CS0%%F%&&C (!A''CA-F%&&C 4F (!A''CA-*F''% 4*F" #

%&*

(!A''CA-?F'' 4?F: 4 (!A''CA-@F''' 4@F0 - (!A''CA-%'F''% 4%'F7 (!A'%*CF%&&A " %E (!A'%@AF%&&@ "2 47 2 4 (!A'%?Fk&&C - - (!A'%?-%F''* - 4%F 2 (!A'@ACF%&& : - 2

(!A'@&&F%&&& = - 2 4:

(!A'CAF''* 7- (!A'D%?F%&&C "2 4- 47 >6 (!A%'A@F%&&* = (!A%'&&F%&& $ (!A%%''F%&& ,2 (!A%%@F%&&* 1 - 2 4 # (!A%%&CF%&&? "2 45 4 - (!A%'*F%&&? $ 4:

2 (A%*CD-%F%&&DS !%&&D , 4%F (!A%A'F%&&& "2 47 4 7?D%$%F%&&S0%F%&&@

- - @'; @'@''E0 2 #

*AE4%F: 2 2 2 #

?E

%&?

7?D%$%F%&&?

- - @'; @'E0@=E0 2 #

*AE4F7

# 4 3- 4$ %F: 2 7?D$%F%&&C

- - @'; @'@''E0 2 #

*AE4F7

# 4 3- 4$ F, # %

2 7?D% 7?D*$%F%&&D

- - @'; @'@''E0 2 #

*AE4F7

# 4 3- 4$ *F, #

2 7?D% 7?D*$%F%&&?

- - @'; @'@''E0 2 #

*AE4*F$ 2 2 2*AE 7?D?$%F%&&?

- - @'; @'@''E0 2 #

*AE4?F7 - 7?DA$%F''

- - @'; @'@''E0 2 #

*AE4AF) 2 7@A@$%F%&&* $ 2 7A*C$%F%&&& #

%E )'%?-''%F%&&& :

%&@

:: 1 #$/$/! "((($ @&4%&&&= "((($ ($ "7- $ : "((($ A*C4%&D@8)%&&''9= "(((: ) " , 1 "((($ A*D4%&&8)%&&&9= "((($ T,%( ! : $ "((($ %CA4%&&C= "(((: 0- = 52 -" "((($ %*DD4'''= "((($ ( ) "((($ %@*D4'''= "(((: 7 =# B ) 52 -6 "((($ ,@C%''4'''= "((($ : 2 452 -" 7 ) "((($ ,@C%'%4%&&D= "((($ : ) 2 7- 7 " $ -, 3) -( B 0!$",@C%%'-%&&C *'E / D**3&@DD***3%'?%CE0$ - C@'3DA A''''3D''''3%'''''E0

- B5 ,