About
Contact & Profiles
A5111008124
Research Areas
- Parallel Computing and Optimization Techniques
- Tensor decomposition and applications
- Numerical Methods and Algorithms
- Advanced Neural Network Applications
Tsinghua University
2025
10.1145/3696443.3708967
article
EN
2025-02-22
Deep neural networks (DNNs) are of critical use in different domains. To accelerate DNN computation, tensor compilers proposed to generate efficient code on domain-specific accelerators. Existing mainly focus optimizing computation efficiency. However, memory access is becoming a key performance bottleneck because the computational accelerators increasing much faster than performance. The lack direct description and data dependence current compilers' intermediate representation (IR) brings...
10.48550/arxiv.2307.04995
preprint
EN
other-oa
arXiv (Cornell University)
2023-01-01
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