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Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs.

, , , , , , and . NeurIPS, page 1468-1480. (2021)

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Parallax: Automatic Data-Parallel Training of Deep Neural Networks., , , , , , , , and . CoRR, (2018)Speculative Symbolic Graph Execution of Imperative Deep Learning Programs., , , , , , and . ACM SIGOPS Oper. Syst. Rev., 53 (1): 26-33 (2019)Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs., , , , , , and . NeurIPS, page 1468-1480. (2021)JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs., , , , , and . NSDI, page 453-468. USENIX Association, (2019)JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs., , , , , and . CoRR, (2018)Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks., , , , , , , , and . EuroSys, page 43:1-43:15. ACM, (2019)Stage-based Hyper-parameter Optimization for Deep Learning., , , , , , and . CoRR, (2019)Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning., , , and . NeurIPS, (2020)Improving the expressiveness of deep learning frameworks with recursion., , , , and . EuroSys, page 19:1-19:13. ACM, (2018)OS-less dynamic binary instrumentation for embedded firmware., , , and . COOL Chips, page 1-3. IEEE Computer Society, (2015)