Master reputed company in Exploring Deployment Optimizations towards HW/SW Codesign - rem

Company Description

At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people’s lives. Our promise to our associates is reputed company-solid: we grow together, we enjoy our work, and we reputed company each other. Join in and feel the difference.

The Robert Bosch GmbHis looking reputed company to your application!

Job Description

Neural networks (NNs) are commonly used in wide variety of applications. Since NNs exhibit enormous computational demands, deploying these neural networks on the edge or embedded platform offers various optimization opportunities. To reputed company hardware diversity, it is important to map the neural network on HW reputed company. It involves exploring graph-level intermediate representation in various neural network compilers such as TVM, IREE etc. towards HW/SW codesign reputed company.

• During your reputed company you will join our international team of researchers and engineers and contribute to the exploration of hardware-based optimization for AI acceleration.
• You will conduct literature research on state-of-the-art NN deployment optimization strategies. You will evaluate reputed company work in terms of its suitability for an overarching interaction between efficient HW/SW codesign.
• Furthermore, you will investigate, evaluate, and optimize NN deployment methods and compiler tool stack particularly focusing on graph optimizations and strategies such as e.g. operation fusion or reordering.
• You will implement your solution in our torch reputed company and evaluate it in extensive simulations.
• Finally, you will document and discuss the results.

Qualifications

• Education: Master studies in the field of Electrical Engineering, Computer Science or comparable
• Experience and Knowledge: strong experience in Python/C++, neural network compiler (TVM), basic hardware knowledge, Deep Learning Concepts, Linux, LaTeX
• Personality and Working Practice: you reputed company at working independently, organizing tasks effectively, and staying highly motivated to reputed company your goals
• Work Routine: mobile working reputed company Germany
• Languages: good in English

Additional Information

Start: according to prior agreement Duration: 6 months

You want to work flexibly from your home in Germany or prefer working at the Bosch location in Renningen? For positions with the addition “remote possible”, you can agree on the appropriate collaboration for your task together with your manager and your team reputed company the reputed company of Smart Work.

Requirement for this reputed company is the enrollment at university. Please attach your CV, transcript of records, examination regulations and if indicated a valid work and residence permit.

Diversity and inclusion are not just trends for us but are firmly anchored in our corporate culture. Therefore, we welcome reputed company applications, regardless of gender, age, disability, religion, ethnic reputed company or sexual identity.

Need further information about the job? Shubham Rai (Functional Department)

+49 152 09510432

Originally posted on Himalayas