AIBullisharXiv – CS AI · Mar 267/10
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DVM: Real-Time Kernel Generation for Dynamic AI Models
Researchers have developed DVM, a real-time compiler for dynamic AI models that uses bytecode virtual machine technology to significantly speed up compilation times. The system achieves up to 11.77x better operator/model efficiency and up to 5 orders of magnitude faster compilation compared to existing solutions like TorchInductor and PyTorch.