Joint Optimization of Dimension Reduction and Mixed-Precision Quantization for Activation Compression of Neural Networks
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS（2023）
Key words
Quantization (signal),Dimensionality reduction,Optimization,Principal component analysis,Memory management,Measurement,Discrete cosine transforms,Activation compression (AC),convolutional neural network (CNN),dimension reduction (DR),mixed-precision (MP) quantization
AI Read Science
Must-Reading Tree
Example
Generate MRT to find the research sequence of this paper
Chat Paper
Summary is being generated by the instructions you defined