A Brief History of GPUs

Graphics processing units (GPUs) were popularized in the late 1990s and early 2000s by Nvidia and ATI (now a part of…

Why Am I Using GPUs for Deep Learning Inference?

Or other domain-specific chipsets, for that matter?

The Fallacy of the FLOPS

Challenging Memory Requirements and Performance Standards in Machine Learning

Sparsifying for Better ResNet-50 Performance on CPUs

The Challenges of EfficientNets And the Way Forward

Why Software Will Eat the Machine Learning World

Delivering GPU-Class Performance on CPUs: How Neural Magic’s Deep Sparse Technology Works

Recommendation Systems: 4 Machine Learning Trends

YOLOv3 on CPUs: Sparsifying to Achieve GPU-Level Performance

Use CPUs to decrease costs and increase…