Job Description

1.Heterogeneous
Computing Expert

Work
location: Shenzhen

Responsibilities

•
Responsible for cooperating with deep learning algorithm engineers to realize
the software and hardware joint optimization and acceleration of computer vision/speech
semantics and other deep learning algorithms on computing platforms such as
CPU, GPU, DSP, and specific embedded reasoning chips;

•
Complete the architecture optimization plan of the image algorithm and machine
learning algorithm on the embedded device side, and be responsible for the
final result of the algorithm optimization on the product side;

•
Design and implement algorithms with high-performance basic components on
end-side-cloud computing platforms, as well as a cross-platform scheduling
framework, to achieve one-click deployment of algorithm models to specific
computing platforms;

Requirements:

•
Solid computer foundation, familiar with computer architecture and basic
technology of parallel computing;

•
More than 5 years of C/C++ development experience, proficient in at least one
heterogeneous programming language, including but not limited to CUDA, OpenCL,
OpenGL and other heterogeneous programming;

• Familiar with common deep learning models and
algorithms, with x86CPU, ARM CPU, GPU, DSP and other embedded reasoning chips
and other platform algorithm tuning experience;

•
Computer vision and image processing algorithm transplantation experience in
various hardware devices is preferred, and experience in the development of
TVM, glow, LLVM and other compilers is preferred;

•
Have a strong interest in high-performance computing, heterogeneous computing
and performance optimization.