Model Optimization Companies

Neural Magic

Somerville, United States

and focusing on factual detail: Neural Magic develops software that dramatically accelerates deep learning inference on commodity CPUs through its SparseML training and DeepSparse inference engine. Their core innovation lies in applying sparsity – reducing the number of parameters in neural networks – to achieve performance comparable to GPUs without specialized hardware. Notably, Neural Magic partners with Red Hat to deliver optimized AI infrastructure, and their DeepSparse engine is designed for deployment within containerized environments like Red Hat’s AI Inference Server.