2 papers
cs.PL2026
DVM: A Bytecode Virtual Machine Approach for Dynamic Tensor Computation
Jingzhi Fang, Xiong Gao, Renwei Zhang +6
Dynamism is common in AI computation, e.g., the dynamic tensor shapes and the dynamic control flows in models. Due to the long compilation time, existing runtime compilation damage…
cs.AR2025
Life-Cycle Emissions of AI Hardware: A Cradle-To-Grave Approach and Generational Trends
Ian Schneider, Hui Xu, Stephan Benecke +4
Specialized hardware accelerators aid the rapid advancement of artificial intelligence (AI), and their efficiency impacts AI's environmental sustainability. This study presents the…