What is AI quantization?
Quantization is a method of reducing the size of AI models so they can be run on more modest computers. The challenge is how ...
Design-Reuse3y
OPENEDGES Announces the Industry First 4-/8-bit Mixed-Precision Neural Network Processing Unit IP
With the industry's first adoption of 4-/8-bit mixed-quantization, customers can easily customize ENLIGHT™ at different core sizes and performance for their targeted market applications and achieve ...
Design-Reuse5y
Pyramid Vector Quantization and Bit Level Sparsity in Weights for Efficient Neural Networks Inference
4.Bit Layer MAC The accumulator in Fig ... The Q/N ratio is 3/2 except for first layer that requires less quantization. This is also the number of cycles taken by the accumulator in Fig.1b. For ...