Computer Vision Compiler engineer
Posted by Ambarella • Hsinchu City, Taiwan Province, Taiwan
About the Role
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 a...
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