The design and implementation of a scalable deep learning benchmarking platform
- Cheng Li
- Abdul Dakkak
- et al.
- 2020
- CLOUD 2020
Conference paper
Publications
10 results for Cheng Li
DLSpec: A deep learning task exchange specification
- Abdul Dakkak
- Cheng Li
- et al.
- 2020
- OpML 2020
Conference paperXSP: Across-Stack Profiling and Analysis of Machine Learning Models on GPUs
- Cheng Li
- Abdul Dakkak
- et al.
- 2020
- IPDPS 2020
Conference paperBenanza: Automatic μbenchmark Generation to Compute "lower-bound" Latency and Inform Optimizations of Deep Learning Models on GPUs
- Cheng Li
- Abdul Dakkak
- et al.
- 2020
- IPDPS 2020
Conference paperDLbricks: Composable benchmark generation to reduce deep learning benchmarking effort on CPUs
- Cheng Li
- Abdul Dakkak
- et al.
- 2020
- ICPE 2020
Conference paperTrIMS: Transparent and isolated model sharing for low latency deep learning inference in function-as-a-service
- Abdul Dakkak
- Cheng Li
- et al.
- 2019
- CLOUD 2019
Conference paperMLModelScope: Evaluate and introspect cognitive pipelines
- Cheng Li
- Abdul Dakkak
- et al.
- 2019
- SERVICES 2019
Conference paperAccelerating reduction and scan using tensor core units
- Abdul Dakkak
- Cheng Li
- et al.
- 2019
- ICS 2019
Conference paperEvaluating characteristics of CUDA communication primitives on high-bandwidth interconnects
- Carl Pearson
- Abdul Dakkak
- et al.
- 2019
- ICPE 2019
Conference paperMatrix factorization on GPUs with memory optimization and approximate computing
- Wei Tan
- Cheng Li
- et al.
- 2018
- ICPP 2018
Conference paper