reunion-2009-09-01: anr-2010.tex

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1\section{Project context}
2\hspace{2cm}\begin{scriptsize}\begin{verbatim}
3% 1.    CONTEXTE ET POSITIONNEMENT DU PROJET
4% (1 page maximum) Présentation générale du problème qu'il est proposé de traiter
5% dans le projet et du cadre de travail (recherche fondamentale, industrielle ou
6% développement expérimental).
7\end{verbatim}
8\end{scriptsize}
9High Performance Computing (HPC) consists in accelerating applications.
10This topic is investigated since 80s using Applications Specific Integrated Circuits (ASIC),
11Digital Signal Processing (DSP) and parallel computing on multiprocessor machines or networks.
12More recently, since end of 90s, other technologies appeared like Very Large Instruction Word (VLIW),
13Application Specific Instruction Processors (ASIP), System on Chip (SoC),
14Multi-Processors SoC (MPSoC).
15\\
16During these last decades HPC was reserved to major industrial companies targetinh high volume market
17due to the design and fabrication costs.
18Nowadays Field Programmable Gate Arrays (FPGA), like Virtex5 from Xilinx and Stratix4 from Altera,
19can implement a SoC with multiple processors and several coprocessors for less than 10K euros the piece.
20In addition, High Level Synthesis (HLS) becomes more mature and allows to automize design
21and to decrease drastically its cost in terms of man power. Thus, both FPGA and HLS tends to spread over
22HPC for small companies targeting low volume markets.
23\par
24To get a good acceleration ratio designer has to take into account application characteristics when it
25chooses one of the former HPC technologies. This choice is not easy and in most cases designer has to try
26different technologies to retain the most adapted one.
27The objective of COACH project is to provide a framework to accelerate applications.
28Typically, the kind of targeted application is an existing one running on PC. COACH help designer either
29to migrate it into an embedded FPGA or to accelerate it by migrating critical parts on FPGA
30plugged to the PC bus.
31COACH framework allows designer to explore various software/hardware partitions of the
32target application, to run timing and functional simulations and to generate automatically both
33the software and the synthetisable description of the hardware.
34The main topics of the project are:
35\begin{itemize} 
36\item
37PC/FPGA communication: COACH provides tools and communication schemes with their implementation helping
38user to split its application in two parts (one running on the PC and the other running on FPGA) and to
39evaluate the split efficiency.
40\item
41Design space exploration: It consists in analysing the application runnig on FPGA, defining the target
42technology (SoC, MPSoC, ASIP, ...) and hardware/software partitioning of tasks depending on
43technology choice. This exploration is driven basically by throughput and latency criteria.
44Moreover power consumption can be considered in the case of embedded systems.
45\item
46Micro-architectural exploration: When hardware components are required, the HLS tools of the framework
47generate them automatically. At this stage the framework provides various HLS tools allowing the
48micro-architectural space design exploration. The exploration criteria are also throughput, latency
49and power consumption.
50\item
51Performance measurement: For each point of design space exploration, metrics of criteria are available
52such as throughput, latency, power consumption, area, memory allocation and data locality.
53They are evaluated using simulation, estimation or analysing methodologies.
54\item
55Targeted hardware technology: COACH is independent of the FPGA family. Every point of the design
56exploration space can be implemented on any FPGA having the required resources. Basically, COACH
57handles both Altera and Xilinx FPGA families.
58\end{itemize}
59COACH is the result of the will of several laboratory to unify their know how and skills in the
60following domains: Operating system and hardware communication (TIMA, SITI), SoC and MPSoC (LIP6 and TIMA),
61ASIP (IRISA) and HLS (LIP6, Lab-STIC and LIP). The project objective is to integrate these various
62domains into a unique free framework (licence ...) masking as much as possible these domains and its
63different tools to the user.
64
65
66\subsection{Economical context and interest}
67\hspace{2cm}\begin{scriptsize}\begin{verbatim}
68% 1.1.  CONTEXTE ET ENJEUX ECONOMIQUES ET SOCIETAUX
69% (2 pages maximum)
70% Décrire le contexte économique, social, réglementaire. dans lequel se situe
71% le projet en présentant une analyse des enjeux sociaux, économiques, environnementaux,
72% industriels. Donner si possible des arguments chiffrés, par exemple, pertinence et
73% portée du projet par rapport à la demande économique (analyse du marché, analyse des
74% tendances), analyse de la concurrence, indicateurs de réduction de coûts, perspectives
75% de marchés (champs d'application, .). Indicateurs des gains environnementaux, cycle
76% de vie.
77\end{verbatim}
78\end{scriptsize}
79Microelectronics allow to integrate complicated functions into products, to increase their
80commercial attractivity and to improve their competitivity. Multimedia and communication
81sectors have taken advantage from microelectronics facilities thanks to developpment of
82design methodologies and tools for real time embedded systems. Many other sectors could
83benefit from microelectronics if these methologies and tools are adapted to their features.
84The Non Recurring Engineering (NRE) costs involded in designing and manufacturing an ASIC is
85very high. It costs several milliars of euros for IC factory and several millions to fabricate
86a specific circuit. Consequently, it is generally unfeasible to design and fabricate ASICs in
87low volumes and ICs must be designed to cover a broad applications spectrum. This is achieved
88by MPSoC (Multi-Processor System on Chip) with several application dedicated coprocessors.
89\\
90Today, FPGAs become important actors in the computational domain that was originally dominated
91by microprocessors and ASICs. Just like microprocessors FPGA based systems can be reprogrammed
92on a per-application basis. At the same time, FPGAs offer significant performance benefits over
93microprocessors implementation for a number of applications. Although these benefits are still
94generally an order of magnitude less than equivalent ASIC implementations, low costs
95(500 euros to 10K euros), fast time to market and flexibility of FPGAs make them an attractive
96choice for low-to-medium volume applications.
97Since their introduction in the mid eighties, FPGAs evolved from a simple,
98low-capacity gate array technology to devices (Altera STRATIX III, Xilinx Virtex V) that
99provide a mix of coarse-grained data path units, memory blocks, microprocessor cores,
100on chip A/D conversion, and gate counts by millions. This high logic capacity allows to implement
101complex systems like multi-processors platform with application dedicated coprocessors.
102Using FPGA limits the NRE costs to design cost. This boosts the developpment of methodologies
103and tools to automize design and reduce its cost.
104\par
105Nowadays, there are neither commercial nor free tools covering the whole design process.
106For instance, With SOPC Builder from Altera, users can select and parameterize IP components
107from an extensive drop-down list of communication, digital signal processor (DSP), microprocessor
108and bus interface cores, as well as incorporate their own IP. Designers can then generate
109a synthesized netlist, simulation test bench and custom software library that reflect the hardware
110configuration.
111Nevertheless, SOPC Builder does not provide any facilities to synthesize coprocessors and to
112evaluate the platform at a high design level.
113In addition, SOPC Builder is closed world since it is impossible to migrate a SOPC Builder
114based design to other tools or devices family.
115PICO [CITATION] and CATAPULT [CITATION] allow to synthesize coprocessors from a C++ description.
116Nevertheless, they can only deal with data dominated applications and they do not handle the
117platform level.
118The Xilinx System Generator for DSP [http://www.xilinx.com/tools/sysgen.htm] is a plug-in to
119Simulink that enables designers to develop high-performance DSP systems for Xilinx FPGAs.
120Designers can design and simulate a system using MATLAB and Simulink. The tool will then
121automatically generate synthesizable Hardware Description Language (HDL) code mapped to Xilinx
122pre-optimized algorithms.
123However, this tool targets only DSP based algorithms.
124\\
125Consequently, designer developping a HPC application needs to master for example
126the communication between FPGA device and PC,
127SoCLib for design exploration,
128SOPC at the platform level,
129PICO for synthesizing the data dominated coprocessors
130and Quartus for design implementation.
131This requires an important tools interfacing effort and makes the design process very complex
132and achievable only by designers skilled in various domains.
133COACH project integrates all these tools in the same framework masking them to the user.
134The objective is to allow \textbf{pure software} developpers to realize HPC or embedded application.
135\par
136The combination of the framework dedicated to software developpers and FPGA target, allows small
137and even very small companies to propose accelerating solutions for standard software applications
138with acceptable prices.
139avoiding huge hardware investment in opposite to ASIC based solution.
140
141The combination of the framework dedicated to software developpers and FPGA target can open new markets
142to small and even very small companies.
143Such markets we can state HPC (High Performance Computing) and embedded applications.
144HPC consists in proposing accelerating solutions for standard software applications with acceptable
145prices, for example, DNA sequencing recognization or DBMS acceleration.
146Embedded application consists in implementing an application on a low power standalone device,
147for example distributed intelligent sensors.
148\\
149This new market may explose like it was done by micro-computing in eighties. This success were due
150to the low cost of first micro-computers (compared to main frame) and the advent of high level
151programming languages that allow a high number of programmers to launch start-ups in software
152engineering.
153
154
155\subsection{Project position}
156\hspace{2cm}\begin{scriptsize}\begin{verbatim}
157% 1.2.  POSITIONNEMENT DU PROJET
158% (2 pages maximum)
159% Préciser :
160% -     positionnement du projet par rapport au contexte développé précédemment :
161%   vis- à-vis des projets et recherches concurrents, complémentaires ou antérieurs,
162%   des brevets et standards.
163% - positionnement du projet par rapport aux axes thématiques de l'appel à projets.
164% - positionnement du projet aux niveaux européen et international.
165\end{verbatim}
166\end{scriptsize}
167The aim of this project is to propose an open-source framework for architecture synthesis
168targeting mainly field programmable gate array circuits (FPGA).
169To evaluate the different architectures, the project uses the prototyping platform
170of the SoCLIB ANR project (2006-2009).
171\begin{Large}\begin{verbatim}
172-- POUVEZ VOUS CHACUN AJOUTER SVP (SI POSSIBLE) UNE LIGNE
173-- REFERANT UN PROJET ANR OU EUROPEEN
174 * LAB-STIC
175 * LIP
176 * IRISA
177 * CITI
178 * TIMA
179
180-- Projets européens ou ANR réutilisés ou continués
181\end{verbatim}
182\end{Large}
183For High Level Synthesis (HLS), the project is based on a know-how acquired over 15 years
184with GAUT project developped in Lab-STIC laboratory and UGH project developped in LIP6
185and TIMA laboratories.
186For architecture synthesis, the project is based on a know-how acquired over 10 years
187with the COSY European project (1998-2000) and the DISYDENT project developped in LIP6.
188\begin{Large}\begin{verbatim}
189-- A COMPLETER (COURT)
190 * For polyedric transformation and memory optimization ... LIP
191 * For ASIP IRISA
192 * For ... CITI
193 * For ... TIMA
194
195-- Compétences
196\end{verbatim}
197\end{Large}
198\par
199The SoCLIB ANR platform were developped by 11 laboratories and 6 companies. It allows to
200describe hardware architectectures with shared memory space and to deploy software
201applications on them to evaluate their performance.
202The heart of this platform is a library containing simulation models (in SystemC)
203of hardware IP cores such as processors, buses, networks, memories, IO controller.
204The platform provides also embedded operating systems and software/hardware
205communication components useful to implement applications quickly.
206However, the synthesisable description of IPs have to be provided by users.
207\par
208This project enhances SoCLib by providing synthesisable VHDL of standard IPs.
209In addition, HLS tools such as UGH and GAUT allow to get automatically a synthesisable
210description of an IP (coprocessor) from a sequential algorithm.
211\begin{Large}\begin{verbatim}
212-- A COMPLETER (COURT)
213 * ASIP tool such as ... IRISA
214 * ...
215
216-- Indiquer en quoi votre contribution à Caoch est intéressante au niveau européen.
217\end{verbatim}
218\end{Large}
219\par 
220The different points proposed in this project cover priorities defined by the commission
221experts in the field of Information Technolgies Society (IST) for Embedded
222systems: <<Concepts, methods and tools for designing systems dealing with systems complexity
223and allowing to apply efficiently applications and various products on embedded platforms,
224considering resources constraints (delais, power, memory, etc.), security and quality
225services>>.
226\\
227Our team aims at covering all the steps of the design flow of architecture synthesis.
228Our project overcomes the complexity of using various synthesis tools and description
229languages required today to design architectures.
230
231\section{Scientific and Technical Description}
232\subsection{State of the art}
233\hspace{2cm}\begin{scriptsize}\begin{verbatim}
234% 2.    DESCRIPTION SCIENTIFIQUE ET TECHNIQUE
235% 2.1.  ÉTAT DE L'ART
236% (3 pages maximum)
237% Décrire le contexte et les enjeux scientifiques dans lequel se situe le projet
238% en présentant un état de l'art national et international dressant l'état des
239% connaissances sur le sujet. Faire apparaître d'éventuels résultats préliminaires.
240% Inclure les références bibliographiques nécessaires en annexe 7.1.
241\end{verbatim}
242\end{scriptsize}
243Our project covers several critical domains in system design in order
244to achieve high performance computing. Starting from a high level description we aim
245at generating automatically both hardware and software components of the system.
246\subsubsection{High Performance Computing}
247Accelerating high-performance computing (HPC) applications with field-programmable
248gate arrays (FPGAs) can potentially improve performance.
249However, using FPGAs presents significant challenges [1].
250First, the operating frequency of an FPGA is low compared to a high-end microprocessor.
251Second, based on Amdahl law,  HPC/FPGA application performance is unusually sensitive
252to the implementation quality [2].
253Finally, High-performance computing programmers are a highly sophisticated but scarce
254resource. Such programmers are expected to readily use new technology but lack the time
255to learn a completely new skill such as logic design [3].
256\\
257HPC/FPGA hardware is only now emerging and in early commercial stages,
258but these techniques have not yet caught up.
259Thus, much effort is required to develop design tools that translate high level
260language programs to FPGA configurations.
261
262\hspace{2cm}\begin{scriptsize}\begin{verbatim}
263[1] M.B. Gokhale et al., Promises and Pitfalls of Reconfigurable
264Supercomputing, Proc. 2006 Conf. Eng. of Reconfigurable
265Systems and Algorithms, CSREA Press, 2006, pp. 11-20;
266http://nis-www.lanl.gov/~maya/papers/ersa06_gokhale_paper.
267pdf.
268[2] D. Buell, Programming Reconfigurable Computers: Language
269Lessons Learned, keynote address, Reconfigurable Systems
270Summer Institute 2006, 12 July 2006; http://gladiator.
271ncsa.uiuc.edu/PDFs/rssi06/presentations/00_Duncan_Buell.pdf
272[3] T. Van Court et al., Achieving High Performance
273with FPGA-Based Computing, Computer, vol. 40, no. 3,
274pp. 50-57, Mar. 2007, doi:10.1109/MC.2007.79
275\end{verbatim}
276\end{scriptsize}
277
278\subsubsection{System Synthesis}
279Today, several solutions for system design are proposed and commercialized. The most common are
280those provided by Altera and Xilinx to promote their FPGA devices.
281\\
282The Xilinx System Generator for DSP [http://www.xilinx.com/tools/sysgen.htm] is a plug-in to
283Simulink that enables designers to develop high-performance DSP systems for Xilinx FPGAs.
284Designers can design and simulate a system using MATLAB and Simulink. The tool will then
285automatically generate synthesizable Hardware Description Language (HDL) code mapped to Xilinx
286pre-optimized algorithms.
287However, this tool targets only DSP based algorithms, Xilinx FPGAs and cannot handle complete
288SoC. Thus, it is not really a system synthesis tool.
289\\
290In the opposite, SOPC [CITATION] allows to describe a system, to synthesis it,
291to programm it into a target FPGA and to upload a software application.
292Nevertheless, SOPC does not provide any facilities to synthesize coprocessors.
293Users have to provide the synthesizable description with the feasible bus interface.
294\\
295In addition, Xilinx System Generator and SOPC are closed world since each one imposes
296their own IPs which are not interchangeable.
297We can conclude that the existing commercial or free tools does not coverthe whole system
298synthesis process in a full automatic way. Moreover, they are bound to a particular device family
299and to IPs library.
300
301\subsubsection{High Level Synthesis}
302High Level Synthesis translates a sequential algorithmic description and a constraints set
303(area, power, frequency, ...) to a micro-architecture at Register Transfer Level (RTL).
304Several academic and commercial tools are today available.
305Most common tools are SPARK [HLS1], GAUT [HLS2], UGH [HLS3] in the academic world
306and catapultC [HLS4], PICO [HLS5] and Cynthesizer [HLS6] in commercial world.
307Despite their maturity, their usage is restrained by:
308\begin{itemize}
309\item They do not respect accurately the frequency constraint when they target an FPGA device.
310Their error is about 10 percent. This is annoying when the generated component is integrated
311in a SoC since it will slow down the hole system.
312\item These tools take into account only one or few constraints simultaneously while realistic
313designs are multi-constrained.
314Moreover, low power consumption constraint is mandatory for embedded systems.
315However, it is not yet well handled by common synthesis tools.
316\item The parallelism is extracted from initial algorithm. To get more parallelism or to reduce
317the amout of required memory, the user must re-write it while there is techniques as polyedric
318transformations to increase the intrinsec parallelism.
319\item Despite they have the same input language (C/C++), they are sensitive to the style in
320which the algorithm is written. Consequently, engineering work is required to swap from
321a tool to another.
322\item The HLS tools are not integrated into an architecture and system exploration tool.
323Thus, a designer who needs to accelerate a software part of the system, must adapt it manually
324to the HLS input dialect and performs engineering work to exploit the synthesis result
325at the system level.
326\end{itemize}
327Regarding these limitations, it is necessary to create a new tool generation reducing the gap
328between the specification of an heterogenous system and its hardware implementation.
329
330\hspace{2cm}\begin{scriptsize}\begin{verbatim}
331[HLS1] SPARK universite de californie San Diego
332[HLS2] GAUT UBS/Lab-STIC
333[HLS3] UGH
334[HLS4] catapultC Mentor
335[HLS5] PICO synfora
336[HLS6] Cynthesizer Forte design system
337\end{verbatim}
338\end{scriptsize}
339
340\subsubsection{Application Specific Instruction Processors}
341\begin{Large}\begin{verbatim}
342-- A COMPLETER IRISA Etat de l'art
343\end{verbatim}
344\end{Large}
345
346\subsubsection{Automatic Parallelization}
347\begin{Large}\begin{verbatim}
348-- A COMPLETER LIP Etat de l'art
349\end{verbatim}
350\end{Large}
351
352\subsubsection{Interfaces}
353\begin{Large}\begin{verbatim}
354-- A COMPLETER INSA Etat de l'art
355\end{verbatim}
356\end{Large}
357%
358%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
359\subsection{Objectives and innovation aspects}
360\hspace{2cm}\begin{scriptsize}\begin{verbatim}
361% 2.2.  OBJECTIFS ET CARACTERE AMBITIEUX/NOVATEUR DU PROJET
362% (2 pages maximum)
363% Décrire les objectifs scientifiques/techniques du projet.
364% Présenter l'avancée scientifique attendue. Préciser l'originalité et le caractère
365% ambitieux du projet.
366% Détailler les verrous scientifiques et techniques à lever par la réalisation du projet.
367% Décrire éventuellement le ou les produits finaux développés à l'issue du projet 
368% montrant le caractère innovant du projet.
369% Présenter les résultats escomptés en proposant si possible des critères de réussite
370% et d'évaluation adaptés au type de projet, permettant d'évaluer les résultats en
371% fin de projet.
372% Le cas échéant (programmes exigeant la pluridisciplinarité), démontrer l'articulation
373% entre les disciplines scientifiques.
374\end{verbatim}
375\end{scriptsize}
376
377% les objectifs scientifiques/techniques du projet.
378The objectives of COACH project are to develop a complete framework to
379HPC (accelerating solutions for existing software applications)
380and embedded applications (implementing an application on a low power standalone device).
381The design steps are presented figure 1.
382\begin{figure}[hbtp]\leavevmode\center
383  \includegraphics[width=.8\linewidth]{anr-2010}
384  \caption{\label{coach-flow} COACH flow.}
385\end{figure}
386\begin{description}
387\item[HPC setup] Here the user splits the application into 2 parts: the host application
388which remains on PC and the SoC application which migrates on SoC.
389The framework provides a simulation model allowing to evaluate the partitioning.
390\item[SoC design] In this phase,
391The user can obtain simulators at different abstraction levels of the SoC by giving to COACH framework
392a SoC description.
393This description consists of a process network corresponding to the SoC application,
394an OS, an instance of a generic hardware platform
395and a mapping of processes on the platform components. The supported mapping are
396software (the process runs on a SoC processor),
397XXXpeci (the process runs on a SoC processor enhanced with dedicated instructions),
398and hardware (the process runs into a coprocessor generated by HLS and plugged on the SoC bus).
399\item[Application compilation] Once SoC description is validated, COACH generates automatically
400an FPGA bitstream containing the hardware platform with SoC application software and
401an executable containing the host application. The user can launch the application by
402loading the bitstream on FPGA and running the executable on PC.
403\end{description}
404
405% l'avancee scientifique attendue. Preciser l'originalite et le caractere
406% ambitieux du projet.
407The main scientific contribution of the project is to unify various synthesis techniques
408(same input and output formats) allowing the user to swap without engineering effort
409from one to an other and even to chain them, for example, to run polyedric transformation
410before synthesis.
411Another advantage of this framework is to provide different abstraction levels from
412a single description.
413Finally, this description is device family independent and its hardware implementation
414is automatically generated.
415
416% Detailler les verrous scientifiques et techniques a lever par la realisation du projet.
417System design is a very complicated task and in this project we try to simplify it
418as much as possible. For this purpose we have to deal with the following scientific
419and technological barriers.
420\begin{itemize}
421\item The main problem in HPC is the communication between the PC and the SoC.
422This problem has 2 aspects. The first one is the efficiency. The second is to
423eliminate enginnering effort to implement it at different abstract levels.
424\item COACH design flow has a top-down approach. In the such case,
425the required performance of a coprocessor (run frequency, maximum cycles for
426a given computation, power consumption, etc) are imposed by the other system
427components. The challenge is to allow user to control accurately the synthesis
428process. For instance, the run frequency must not be a result of the RTL synthesis
429but a strict synthesis constraint.
430\item HLS tools are sensitive to the style in which the algorithm is written.
431In addition, they are are not integrated into an architecture and system
432exploration tool.
433Consequently, engineering work is required to swap from a tool to another,
434to integrate the resulting simulation model to an architectural exploration tool
435and to synthesize the generated RTL description.
436\item Most HLS tools translate a sequential algorithm into a coprocessor
437containing a single data-path and finite state machine (FSM). In this way,
438only the fine grained parallelism is exploited (ILP parallelism).
439The challenge is to identify the coarse grained parallelism and to generate,
440from a sequential algorithm, coprocessor containing multiple communicating
441tasks (data-paths and FSMs).
442\end{itemize}
443
444%Presenter les resultats escomptes en proposant si possible des criteres de reussite
445%et d'evaluation adaptes au type de projet, permettant d'evaluer les resultats en
446%fin de projet.
447The main result is the framework. It is composed concretely of:
4482 HPC communication shemes with their implementation,
4495 HLS tools (control dominated HLS, data dominated HLS, Coarse grained HLS,
450Memory optimisation HLS and XXXpeci),
451a generic platform with SystemC CABA model and synthesizable RTL descriptions,
452a design space exploration tool configured for the former platform and
453one operating system (OS).
454\\
455The framework fonctionality will be demonstrated on both HPC and embedded SoC
456application examples.
457\\
458For the HPC application, we provide the following simulation levels:
459Original application,
460the splitted application (host/SoC) and the splitted application with the SoC
461application as a process network.
462\\
463For both HPC and embedded SoC, we provide the following simulation levels:
464process network simulation,
465CABA simulation of the application with all the processes in software in
466the SoC processor,
467CABA simulation with a task running in a specific hardware for each HLS tool.
468\\
469Finally, the previous simulated descriptions are synthesized and the application
470is run. This is done twice one time for Altera and one time for Xilinx FPGAs.
471
472%% \section{}
473%% %3.  PROGRAMME SCIENTIFIQUE ET TECHNIQUE, ORGANISATION DU PROJET
474%% \subsection{}
475%% %3.1.        PROGRAMME SCIENTIFIQUE ET STRUCTURATION DU PROJET
476%% %(2 pages maximum)
477%% %Présentez le programme scientifique et justifiez la décomposition en tâches du
478%% %programme de travail en cohérence avec les objectifs poursuivis.
479%% %Utilisez un diagramme pour présenter les liens entre les différentes tâches
480%% %(organigramme technique)
481%% %Les tâches représentent les grandes phases du projet. Elles sont en nombre limité.
482%% %N'oubliez pas les activités et actions correspondant à la dissémination et à la
483%% %valorisation.
484%%
485%% %METTRE UNE FIGURE ICI DECRIVANT LES TACHES ET LEURS INTERACTION (AVEC LE FLOT 
486%% %EN FILIGRANE ? )
487%% \subsection{}
488%% %3.2.        MANAGEMENT DU PROJET
489%% %(2 pages maximum)
490%% %Préciser les aspects organisationnels du projet et les modalités de coordination
491%% %(si possible individualisation d'une tâche coordination : cf. tâche 0 du document
492%% %de soumission A).
493%% \subsection{}
494%% %3.3.        DESCRIPTION DES TRAVAUX PAR TACHE
495%% %(idéalement 1 ou 2 pages par tâche)
496%% %Pour chaque tâche, décrire :
497%% %-   les objectifs  de la tâche et éventuels indicateurs de succès,
498%% %-   le responsable de la tâche et les partenaires impliqués (possibilité de
499%% %l'indiquer sous forme graphique),
500%% %-   le programme détaillé des travaux par tâche,
501%% %-   les livrables de la tâche,
502%% %-   les contributions des partenaires (le " qui fait quoi "),
503%% %-   la description des méthodes et des choix techniques et de la manière dont
504%% %les solutions seront apportées,
505%% %-   les risques de la tâche et les solutions de repli envisagées.
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