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ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Methods of Multipliers.
Ao Ren
Tianyun Zhang
Shaokai Ye
Jiayu Li
Wenyao Xu
Xuehai Qian
Xue Lin
Yanzhi Wang
Published in:
ASPLOS (2019)
Keyphrases
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alternating direction
cost function
np hard
convex optimization
optimal solution
linear programming
augmented lagrangian method
learning algorithm
image processing
objective function
image denoising
total variation regularization
energy function
optimization method
optimization methods
efficient optimization