MLPerf Power: Benchmarking the Energy Efficiency of Machine Learning Systems from Microwatts to Megawatts for Sustainable AIInternational Symposium on High-Performance Computer Architecture (HPCA), 2024 |
TpuGraphs: A Performance Prediction Dataset on Large Tensor
Computational GraphsNeural Information Processing Systems (NeurIPS), 2023 |
DVFO: Learning-Based DVFS for Energy-Efficient Edge-Cloud Collaborative
InferenceIEEE Transactions on Mobile Computing (IEEE TMC), 2023 |
The Framework Tax: Disparities Between Inference Efficiency in NLP
Research and DeploymentConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
XRBench: An Extended Reality (XR) Machine Learning Benchmark Suite for
the MetaverseConference on Machine Learning and Systems (MLSys), 2022 |