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TileFlow: A Framework for Modeling Fusion Dataflow via Tree-based Analysis.

, , , , , , and . MICRO, page 1271-1288. ACM, (2023)

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ARES: A Mapping Framework of DNNs Towards Diverse PIMs with General Abstractions., , , , and . ICCAD, page 1-9. IEEE, (2023)SpecPIM: Accelerating Speculative Inference on PIM-Enabled System via Architecture-Dataflow Co-Exploration., , , , , and . ASPLOS (3), page 950-965. ACM, (2024)AMOS: enabling automatic mapping for tensor computations on spatial accelerators with hardware abstraction., , , , , , , , , and . ISCA, page 874-887. ACM, (2022)Memory and Computation Coordinated Mapping of DNNs onto Complex Heterogeneous SoC., , and . DAC, page 1-6. IEEE, (2023)Atom: Low-bit Quantization for Efficient and Accurate LLM Serving., , , , , , , , , and . CoRR, (2023)TileFlow: A Framework for Modeling Fusion Dataflow via Tree-based Analysis., , , , , , and . MICRO, page 1271-1288. ACM, (2023)SuSy: A Programming Model for Productive Construction of High-Performance Systolic Arrays on FPGAs., , , , , , , , , and 6 other author(s). ICCAD, page 73:1-73:9. IEEE, (2020)MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN., , , , , , and . ASPLOS (3), page 607-621. ACM, (2024)vMCU: Coordinated Memory Management and Kernel Optimization for DNN Inference on MCUs., , , , , and . MLSys, mlsys.org, (2024)Rubick: A Unified Infrastructure for Analyzing, Exploring, and Implementing Spatial Architectures via Dataflow Decomposition., , , , , , and . IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 43 (4): 1177-1190 (April 2024)