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Master Thesis in Exploring Deployment Optimizations towards HW/SW Codesign - Remote

Posted 7 weeks ago
All others
Internship
Germany
Python
C++
Neural Network Compiler
TVM
Hardware Knowledge
Deep Learning
Linux
LaTeX

Overview

This internship offers a unique opportunity to explore deployment optimizations for neural networks in a HW/SW codesign framework, contributing to innovative AI acceleration solutions.

In Short

  • Join an international team of researchers and engineers.
  • Conduct literature research on NN deployment optimization strategies.
  • Evaluate related work for HW/SW codesign interactions.
  • Investigate and optimize NN deployment methods.
  • Implement solutions in a torch framework.
  • Evaluate implementations in extensive simulations.
  • Document and discuss results.
  • Work flexible from home or Bosch location in Renningen.
  • Duration of the thesis is 6 months.
  • Requirement: enrollment at university.

Requirements

  • Master studies in Electrical Engineering, Computer Science, or comparable.
  • Strong experience in Python/C++ and neural network compilers (TVM).
  • Basic hardware knowledge and Deep Learning concepts.
  • Familiarity with Linux and LaTeX.
  • Ability to work independently and organize tasks effectively.
  • Good command of English.

Benefits

  • Flexible working arrangements.
  • Opportunity to work on cutting-edge technology.
  • Collaborate with a diverse team.
  • Gain valuable experience in AI and hardware optimization.
  • Support for personal and professional development.
Bosch Group logo

Bosch Group

The Bosch Group, specifically the Robert Bosch Tool Corporation, is a leading multinational engineering and electronics organization headquartered in Mount Prospect, Illinois. With a commitment to innovation, sustainability, and social responsibility, Bosch is the largest privately held employer globally, employing over 400,000 associates. The company focuses on enhancing quality of life through advanced technology and services, particularly in the power tools sector. Bosch fosters a culture of lifelong learning and offers diverse opportunities for professionals in engineering and technology, emphasizing collaboration and the development of cutting-edge products. Recognized for its award-winning workplace culture, Bosch is dedicated to creating a diverse and inclusive environment.

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