Ø Responsible
for modeling the difficult problems in the domain of physical design with
neural network.
Ø Responsible
for designing and implementing neural networks to improve current physical
design flow.
Ø Instead
of learning human intuition such as image/speech recognition, you need apply
DNN to learning very complex algorithm.
岗位要求
Ø Deep
understanding of machine learning and deep learning
Ø Familiar
with at least one main stream open source deep learning library, such as
TensorFlow, Keras, Mxnet, PyTorch, …
Ø Experience
in quick prototyping and scientific research methods
Ø Strong
math and programming skills
Ø Experience
in applying deep learning to the domains other than image/speech/natural
language is preferred.
Ø Knowledge
of IC design is preferred.