Deep Learning Compiler Development

vor 2 Wochen

Duesseldorf, Deutschland Advanced Micro Devices, Inc Vollzeit

Overview:
**WHAT YOU DO AT AMD CHANGES EVERYTHING**

We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences - the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world’s most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. This is who we are at our best. One Company. One Team.

AMD together we advance_

**Responsibilities**:
**LOCATION**:Cologne, DE

**ONSITE**: This role requires the student to work from the LOCATION office throughout the duration of the Co-op/Intern term. First time Co-ops/Interns should work full-time and onsite.

**PROGRAM TERM**:

- Summer: Start Date May 22, 2023, or June 5th - August 11, 2023

**WHAT YOU’LL BE DOING**:

- You will contribute, develop and enhance our ML compiler by building custom optimizations and transformations targeted to ACAP on top of open-source technology like LLVM, TVM, MLIR.
- You will work on hardware performance modeling tools that predict the performance with various level of accuracy and abstraction to be used as part of the compiler optimizations/explorations.
- You will formulate, code and test optimization algorithms and constraints.

**WHO WE’RE LOOKING FOR**:

- You’re studying towards a Master or PhD in Computer Science, Electrical Engineering or a related field
- You have strong programming skills (preferably C++ and Python)
- You have been exposed to AI accelerator architectures
- You have gained first experience with either using AI accelerators or compiling to an accelerator/ASIC
- You are familiar with deep learning frameworks (e.g. Tensorflow, Pytorch) and software stack (e.g. TVM)
- You have strong communication and problem-solving skills, have a hands-on mentality and are able to work in a team
- You are an EU citizen or possess a valid work permit. Visa sponsorship is not available for this position

**BENEFITS**:

- An opportunity to work with a breakthrough product shaping a new era of computing
- Professional guidance from our experienced engineering team
- Full responsibility for your own projects and opportunity to grow personally and professionally
- A modern workplace in Cologne that celebrates the diversity and well-being of our teamp

Qualifications:

- Benefits offered are described: _AMD benefits at a glance.

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