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5th C4ML workshop, at CGO 2024 Sunday, March 3, 2023 In person: Edinburgh, UK
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C4ML Search this site Skip to main content Skip to navigation C4ML C4ML 2024 C4ML 2023 C4ML 2021 C4ML 2020 C4ML 2019 C4ML C4ML 2024 C4ML 2023 C4ML 2021 C4ML 2020 C4ML 2019 More C4ML 2024 C4ML 2023 C4ML 2021 C4ML 2020 C4ML 2019 Compilers for Machine Learning 5 th C4ML workshop, at CGO 2024 Sunday, March 3 , 2023 In person: Edinburgh, UK Scope Machine learning applications are becoming ubiquitous in large-scale production systems. With that growth and the scaling in data volume and model complexity, the focus on efficiently executing machine learning models has become even greater. The push for increased energy efficiency has led to the emergence of diverse heterogeneous system and accelerator architectures. In parallel, model complexity and diversity pushed for higher productivity systems, more powerful programming abstractions, type systems, language embeddings, frameworks and libraries. Compilers have historically been...
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