Role Description:
The engineer will be responsible for the design and development of a computer vision compiler targeting neural networks, transformers, and large language models (LLMs). This role involves leveraging a variety of techniques, including operation expansion, load balancing, data pipelining, and advanced optimization strategies to improve efficiency and performance throughout the compilation process.
Key responsibilities:
. Develop an optimization compiler for computer vision models and LLMs.
. Perform hardware-aware compiler optimizations.
. Research methods to improve compilation time, inference speed, and model accuracy.
. Provide technical support and solutions for model optimization and deployment.
Requirements:
. Education background: Master degree or degree
. Minimum experience: At least one year of relevant work or academic experience
. Similar or other experiences:
- Familiarity with computer architecture and parallel computing is a plus.
- Experience with GDB debugging is a plus.
- Background in machine learning, computer vision, or LLMs is a plus.
. Skills
- Proficiency in C/C++ programming is required.
- Familiarity with Python and the Linux environment.
- Ability to understand and interpret hardware specification documents.
Computer Vision Compiler engineer • Hsinchu, Taiwan
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