Als Verstärkung für unser Team suchen wir am Standort München eine/nMaster Thesis: Hardware Aware Neural Architectural Search for 3D-Object detection (w/m/x)Stellenreferenz: 23429THE FUTURE WILL NEVER SIMPLY WORK IN THEORY.SHARE YOUR PASSION.World-leading technologies don’t make it into a BMW until they’ve undergone one of the most challenging journeys imaginable. It takes dynamic teams with outstanding technical skills to take them from the drawing board to the road. That’s why our experts will treat you as part of the team from day one, encourage you to bring your own ideas to the table – and give you the opportunity to really show what you can do.We offer you an interesting master thesis within the field of Hardware Aware Neural Architectural Search for 3D-Object detection and Semantic Segmentation. What awaits you?You will help to investigate automated optimization techniques using Reinforcement Learning, Genetic Search Algorithms, In-train optimization methods.You will support the Development HW models to emulate CNN inference and predict HW KPIs such as energy consumption, latency.You will support the Implementation of HW inference on GPUs and FPGA.You will help to formulate a NAS method which finds a tradeoff between task specific accuracy and various HW KPIs.Besides you will support to compare the formulated method with other NAS methods in State of the Art. What should you bring along?Experience with Hardware aware neural network compression techniques.Knowledge in various pruning, quantization methods from literature.Programming skills - tensorflow, python.Highly motivated and ability to work dynamically in a team. Are you enthused by new technologies and an innovative environment? Apply now! Earliest starting date: 2021-04-01Duration: 6 months.Working hours: Vollzeit Contact:BMW Group Recruiting Team+49 89 382-17001BMW GroupRecruitingMünchenBEWERBENAuf der Suche nach einer spannenden Herausforderung?Hier gibt es viele weitere Infos über uns als Arbeitgeber: bmwgroup.jobs/karriereEinblicke hinter die Kulissen gibt es auch auffacebook.com/bmwgroupcareersundinstagram.com/bmwgroupcareers.