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Urgent! Stage - FP8 Format Integration in the Aidge Deep Learning Framework H/F Job Opening In Grenoble – Now Hiring CEA
Description du poste
:Les calculs des réseaux de neurones sont historiquement faits dans le format 32 bits classique.
L'essor récent de ces réseaux et leur complexité grandissante ont conduit à explorer d'autres formats de données, à même de réduire les temps de calcul, la mémoire utilisée et la consommation électrique.
Les derniers développements dans ce domaine ont conduit à l'utilisation du format FP8 [1], où un nombre est encodé sur 8 bits.
En pratique, le format FP8 se décompose en deux encodages : E4M3 (4 bits d'exposant, 3 de mantisse), utilisé pour l'inférence ; et E5M2, utilisé pour l'apprentissage.
Le but de ce stage est d'implémenter ce format numérique dans la plateforme logiciel open-source Aidge, développée par les équipes du CEA et dédiée à la conception, la manipulation et l'export de réseaux de neurones, en particulier sur des cibles embarquées [2].
Les attendus du stage sont donc :
En fonction des attendus de votre école, les sujets pourront être discutés.
[1] : Micikevicius, Paulius, Dusan Stosic, Neil Burgess, et al.
“FP8 Formats for Deep Learning.” arXiv:2209.05433.
Preprint, arXiv, September 29, 2022.
[2] :
Qu’attendons-nous de vous ?
Vous êtes étudiant(e) en dernière année d’école d’ingénieur ou de master en
informatique (M2).
Vous êtes curieux(se), rigoureux(se) et appréciez travailler
sur des problématiques techniques et concrètes.
Vous possédez des connaissances en C++(14), avec une première expérience significative (projet académique, personnel ou stage), et vous maîtrisez Git.
Des notions en réseaux de neurones et l'utilisation de frameworks tels que PyTorch, TensorFlow seraient appréciées.
Rejoignez-nous, venez développer vos compétences et en acquérir de nouvelles !
Vous avez encore un doute ?
Nous vous proposons :
Conformément aux engagements pris par le CEA en faveur de l'intégration des personnes handicapées, cet emploi est ouvert à toutes et à tous.
Le CEA propose des aménagements et/ou des possibilités d'organisation pour l'inclusion des travailleurs handicapés.
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Unlock Your Stage FP8 Potential: Insight & Career Growth Guide
Real-time Stage FP8 Jobs Trends in Grenoble, France (Graphical Representation)
Explore profound insights with Expertini's real-time, in-depth analysis, showcased through the graph below. This graph displays the job market trends for Stage FP8 in Grenoble, France using a bar chart to represent the number of jobs available and a trend line to illustrate the trend over time. Specifically, the graph shows 14958 jobs in France and 208 jobs in Grenoble. This comprehensive analysis highlights market share and opportunities for professionals in Stage FP8 roles. These dynamic trends provide a better understanding of the job market landscape in these regions.
Great news! CEA is currently hiring and seeking a Stage FP8 Format Integration in the Aidge Deep Learning Framework H/F to join their team. Feel free to download the job details.
Wait no longer! Are you also interested in exploring similar jobs? Search now: Stage FP8 Format Integration in the Aidge Deep Learning Framework H/F Jobs Grenoble.
An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at CEA adheres to the cultural norms as outlined by Expertini.
The fundamental ethical values are:The average salary range for a Stage FP8 Format Integration in the Aidge Deep Learning Framework H/F Jobs France varies, but the pay scale is rated "Standard" in Grenoble. Salary levels may vary depending on your industry, experience, and skills. It's essential to research and negotiate effectively. We advise reading the full job specification before proceeding with the application to understand the salary package.
Key qualifications for Stage FP8 Format Integration in the Aidge Deep Learning Framework H/F typically include Computer Occupations and a list of qualifications and expertise as mentioned in the job specification. Be sure to check the specific job listing for detailed requirements and qualifications.
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