Kernel Fusion Allows WebGPU to Outpace Datacenter GPU Frameworks

This research demonstrates that browser-based WebGPU can dramatically outperform established GPU frameworks like PyTorch through optimized kernel fusion strategies. The findings challenge the long-held assumption that web-based computing cannot match datacenter-grade performance, potentially reshaping the landscape for web-based machine learning inference and scientific computing. For developers, this opens new possibilities for deploying performance-critical applications directly in the browser.