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Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operations on Spatial Accelerators.

, , , , , , , and . PACT, page 30-44. IEEE, (2021)

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SDQ: Sparse Decomposed Quantization for LLM Inference., , , and . CoRR, (2024)Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operations on Spatial Accelerators., , , , , , , and . PACT, page 30-44. IEEE, (2021)Sparseloop: An Analytical Approach To Sparse Tensor Accelerator Modeling., , , , and . MICRO, page 1377-1395. IEEE, (2022)Mind mappings: enabling efficient algorithm-accelerator mapping space search., , , , , and . ASPLOS, page 943-958. ACM, (2021)Ruby: Improving Hardware Efficiency for Tensor Algebra Accelerators Through Imperfect Factorization., , , , , and . ISPASS, page 254-266. IEEE, (2022)Uncertainty and Mental Workload Among Wayfinding Strategies., , , , , , and . HCI (9), volume 9739 of Lecture Notes in Computer Science, page 556-565. Springer, (2016)Compress Objects, Not Cache Lines: An Object-Based Compressed Memory Hierarchy., and . ASPLOS, page 229-242. ACM, (2019)Adaptive Scheduling for Systems with Asymmetric Memory Hierarchies., , and . MICRO, page 641-654. IEEE Computer Society, (2018)RM-STC: Row-Merge Dataflow Inspired GPU Sparse Tensor Core for Energy-Efficient Sparse Acceleration., , , , , and . MICRO, page 338-352. ACM, (2023)SIMD2: a generalized matrix instruction set for accelerating tensor computation beyond GEMM., , and . ISCA, page 552-566. ACM, (2022)