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Thorough Characterization and Analysis of Large Transformer Model Training At-Scale.

, , , , , , , and . SIGMETRICS/Performance (Abstracts), page 39-40. ACM, (2024)

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Is Data Placement Optimization Still Relevant on Newer GPUs?, , , , , and . PMBS@SC, page 83-96. IEEE, (2018)Machine Learning Guided Optimal Use of GPU Unified Memory., , , , and . MCHPC@SC, page 64-70. IEEE, (2019)Data Race Detection Using Large Language Models., , , , , and . SC Workshops, page 215-223. ACM, (2023)Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines., , , , , and . ECSA (Tracks and Workshops), volume 13928 of Lecture Notes in Computer Science, page 402-417. Springer, (2022)Neural Architecture Search Benchmarks: Insights and Survey., , , and . IEEE Access, (2023)Differentiable Neural Architecture, Mixed Precision and Accelerator Co-Search., , , , and . IEEE Access, (2023)Intelligent resolution: Integrating Cryo-EM with AI-driven multi-resolution simulations to observe the severe acute respiratory syndrome coronavirus-2 replication-transcription machinery in action., , , , , , , , , and 24 other author(s). Int. J. High Perform. Comput. Appl., 36 (5-6): 603-623 (2022)LM4HPC: Towards Effective Language Model Application in High-Performance Computing., , , , , and . IWOMP, volume 14114 of Lecture Notes in Computer Science, page 18-33. Springer, (2023)AI Benchmarking for Science: Efforts from the MLCommons Science Working Group., , , , , , , , , and 5 other author(s). ISC Workshops, volume 13387 of Lecture Notes in Computer Science, page 47-64. Springer, (2022)HPC-GPT: Integrating Large Language Model for High-Performance Computing., , , , , , , , and . SC Workshops, page 951-960. ACM, (2023)