MCTensor: A High-Precision Deep Learning Library with Multi-Component Floating-Point.

Tao Yu Went Guo Jianan Canal Li Tiancheng Yuan Christopher De Sa

Published in: CoRR (2022)

Keyphrases

high precision
floating point
deep learning
multi component
high recall
fixed point

unsupervised learning
unsupervised feature learning
machine learning
non stationary
weakly supervised

mental models
deep architectures
instruction set
sufficient conditions
floating point arithmetic

data mining
level set
object recognition
learning algorithm
achieve high precision