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Feb 20, 2018 · Optical Character Recognition, or OCR is a technology that enables you ... such as scanned paper documents, PDF files or images captured by a digital camera into… ... There are a couple of open source frameworks that can be used to ... Tesseract -CPP Preset — It is the Java wrapper for Tesseract which ...

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according to De nition 75 This system has Properties 1 to 3 of the classic model of De nition 43: 1 Dedicated system 2 Dedicated processor 3 Cost-free local communication So in comparison with the contention model (De nition 710), the involvement contention model departs from the assumption of a dedicated communication subsystem (Property 4) Instead, the role of the processors in communication is described by the new components o for overhead and i for (direct) involvement De nition 82 (Overhead and Involvement) Let G = (V, E, w, c) be a task graph and M = ((N, P, D, H, b), , o, i) a parallel system Let R = L1 , L2 , , Ll be the route for the communication of edge e E from Psrc P to Pdst P, Psrc = Pdst Overhead os : E P Q+ and or : E P Q+ are the communication 0 0 overhead functions (the subscript s stands for send and r stands for receive) os (e, Psrc ) is the computational overhead, that is, the execution time, incurred by processor Psrc for preparing the transfer of the communication associated with edge e and or (e, Pdst ) is the overhead incurred by processor Pdst after receiving e Involvement is : E Ls Q+ and ir : E Lr Q+ are the communication 0 0 involvement functions, where Ls is the set of links that leave processors, Ls = {H H : H P = } {Dij D : Ni P}, and Lr is the set of all links that enter processors, Lr = {H H : H P = } {Dij D : Nj P} is (e, L1 ) is the computational involvement, that is, execution time, incurred by processor Psrc during the transfer of edge e and ir (e, Ll ) is the computational involvement incurred by Pdst during the transfer of e This is the general de nition of overhead and involvement for arbitrary, possibly heterogeneous systems Therefore, the overhead is made a function of the processor and the involvement a function of the utilized communication link As discussed in the previous section, the overhead depends largely on the employed communication environment and is thereby normally unaffected by the utilized communication resources In contrast, the involvement depends to a large extent on the capabilities of the utilized communication resources Hence, the processor involvement is characterized by the outgoing or incoming link utilized for a communication Figure 86 illustrates this for a parallel system, where each processor is incident on several links A communication between the two depicted processors in icts the involvement associated with the undirected link between them, while a communication into and from the not shown rest of the network in icts another involvement, associated with the directed edges that are utilized for these communications.



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if f P R; otherwise;

and, for any A & O, I A inf oPA I f . The function I is a good rate function for the centered Gaussian measure P and the following large deviation principle holds: , for F closed in O: for G open in O: lim sup 1 Z log P p P F I F ; n n3I n 1 Z lim inf log P p P G ! I G : n3I n n

In order to use Theorem 4.4.1 for studying the asymptotics of Q x , we have to make a scaling transformation rst: Q x P sup Zt t > x H P sup x Zt=x t > x H 1 P sup x Zt=x t=x > 1 H 1 P sup x ZT T > 1 P





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RSocketServ ss; err=ss.Connect(); RSocket sock; err=sock.Open(ss, KAfInet, KSockStream, KUndefinedProtocol); const TInt KEchoPort = 7; TInetAddr imperial(INET_ADDR(193,63,255,1), KEchoPort); TRequestStatus stat; sock.Connect(imperial, stat); User::WaitForRequest(stat);

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Of course, if the overhead changes with the link employed for a communication, it can also be de ned as a function of the link, as done for the involvement With the distinction between the sending (os , is ) and the receiving side (or , ir ) of communication, all three types of communication third-party, one-sided, and two-sided can be precisely represented The corresponding functions are simply de ned accordingly, for example, is (e, L) = ir (e, L) = 0 for involvement-free thirdparty communication Homogeneous Systems For homogeneous systems or systems that have homogeneous parts, the de nition of overhead and involvement can be simpli ed In the case where the entire system has only one link per processor (that encompasses full duplex links represented by two counterdirected edges), is and ir can be de ned as a function of the processor, instead of as a function of the link, that is, is,r (e, L) is,r (e, P) If interprocessor communication is symmetric, that is, the overhead and the involvement on both sides of the communication have the same extent (which is possible in third-party and two-sided communications), the distinction between the sending and receiving side can be abolished, resulting in only one function o and one function i, that is, is (e, L) = ir (e, L) = i(e, L) and os (e, P) = or (e, P) = o(e, P) Furthermore, in homogeneous systems and considering communication links, the involvement functions can be de ned globally, that is, is,r (e, L) = is,r (e) The same is true for the overhead functions in the case of homogeneous processors, that is, os,r (e, P) = os,r (e)

T!0 t!0 t!0 t!0

PG ;

where G is the union over T ! 0 of the open sets GT fo: ZT o T > 1g: Now, the lower bound part of Theorem 4.4.1 yields that lim inf

821 Scheduling Edges on the Processors In contention aware scheduling (Section 74), the edges of the task graph are scheduled onto the links of the communication network, like the nodes are scheduled on the processor Incorporating overhead and involvement into contention aware task scheduling is accomplished by extending edge scheduling so that edges are also scheduled on the processors To do so, the rst step is to de ne the start and nish times of an edge on a processor De nition 83 (Edge Start and Finish Times on Processor) Let G = (V, E, w, c) be a task graph and M = ((N, P, D, H, b), , o, i) a parallel system

P G ! I G :

It remains to determine I G . First, note that I G inf T!0 I GT . Thus, we have to minimize k f kR over all paths f P R GT . In general, such questions lead to dif cult variational problems. For the particular set GT , however, the solution is extremely simple. Indeed, by the reproducing kernel property (4.7), f P GT D h f ; G T ; iR > 1 T : 4:8

For any a > 0, the path f with smallest R-norm satisfying h f ; G T ; iR a is, of course, f f T ;a and it follows that I GT 1 k f T;1 T k2 R 2 2 1 1 T : 2 TH a a G T ; 2H G T ; ; 2 T kG T ; kR

TBuf8<14> text = _L("Hello Imperial"); sock.Write(text, stat); User::WaitForRequest(stat); sock.Read(text, stat); User::WaitForRequest(stat); sock.Close();

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