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cs.PL2026
Cleave: Scaling Tensor Program Optimization via Decoupled Algebraic Search and Operator Scheduling
David Pissarra, Jinkun Lin, Haitian Jiang +2
Optimized kernels such as FlashAttention and FlashDecoding are crucial for accelerating today's large models. Most of them are handwritten by experts because existing ML compilers…
cs.PL2017
Abstract Interpretation of Stateful Networks
Kalev Alpernas, Roman Manevich, Aurojit Panda +4
Modern networks achieve robustness and scalability by maintaining states on their nodes. These nodes are referred to as middleboxes and are essential for network functionality. How…