PipeTune

Author:

Rocha Isabelly1,Morris Nathaniel2,Chen Lydia Y.3,Felber Pascal1,Birke Robert4,Schiavoni Valerio1

Affiliation:

1. University of Neuchâtel, Neuchâtel, Switzerland

2. The Ohio State University Columbus, Ohio

3. TU Delft Delft, Netherlands

4. ABB Research Baden-Dättwil, Switzerland

Publisher

ACM

Reference63 articles.

1. 2020. 20 Newsgroups. http://qwone.com/~jason/20Newsgroups. Accessed: 2020-14-09. 2020. 20 Newsgroups. http://qwone.com/~jason/20Newsgroups. Accessed: 2020-14-09.

2. 2020. Linux kernel profiling with perf. https://perf.wiki.kernel.org/index.php/Tutorial. Accessed: 2020-14-09. 2020. Linux kernel profiling with perf. https://perf.wiki.kernel.org/index.php/Tutorial. Accessed: 2020-14-09.

3. 2020. Perform Automatic Model Tuning. https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning.html. Accessed: 2020-14-09. 2020. Perform Automatic Model Tuning. https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning.html. Accessed: 2020-14-09.

4. 2020. TensorFlow ConvNets on a Budget with Bayesian Optimization. htps://sigopt.com/blog/tensorflow-convnets-on-a-budget-with-bayesian-optimization/. 2020. TensorFlow ConvNets on a Budget with Bayesian Optimization. htps://sigopt.com/blog/tensorflow-convnets-on-a-budget-with-bayesian-optimization/.

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1. Bandwidth Characterization of DeepSpeed on Distributed Large Language Model Training;2024 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS);2024-05-05

2. Combining Asynchronous Task Parallelism and Intel SGX for Secure Deep Learning : (Practical Experience Report);2024 19th European Dependable Computing Conference (EDCC);2024-04-08

3. Energy-aware parameter tuning for mixed workloads in cloud server;Cluster Computing;2023-12-27

4. Characterizing Distributed Machine Learning Workloads on Apache Spark;Proceedings of the 24th International Middleware Conference on ZZZ;2023-11-27

5. Application of deep neural network in the strength prediction of cemented paste backfill based on a global dataset;Construction and Building Materials;2023-08

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