Als Verstärkung für unser Team suchen wir am Standort München eine/nMaster Thesis: Automated and Portable FPGA synthesis for CNN based 3D-Object detection (w/m/x)Stellenreferenz: 23426THE 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 Automated and Portable FPGA synthesis for CNN based 3D-Object detection. What awaits you?You will investigate existing automated CNN to FPGA workflow methods in literature.Implementation of flexible IP supporting various convolutions such as depthwise, pointwise, deformable, and dilated convolutions.Understanding the performance trade-offs using low bit width quantization. You will formulate an automation method targeting various FPGA platforms using tensorflow based CNN description.You will compare the formulated accelerator against in State of the Art FPGA designs. Please note that you have to ensure that the thesis is supervised by a university. What should you bring along?Experience with Hardware aware neural network compression techniques.HW design skills- VHDL/Verilog, OpenCL.Programming skills - C++, tensorflow, python.Highly motivated and ability to work dynamically in a team. You are 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.