Zach DeVito
According to our database1,
Zach DeVito
authored at least 26 papers
between 2010 and 2024.
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Bibliography
2024
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2024
MAD-Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems.
Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024
PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation.
Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024
2023
PyTorch RPC: Distributed Deep Learning Built on Tensor-Optimized Remote Procedure Calls.
Proceedings of the Sixth Conference on Machine Learning and Systems, 2023
2022
Proceedings of the Fifth Conference on Machine Learning and Systems, 2022
2021
2020
The Next 700 Accelerated Layers: From Mathematical Expressions of Network Computation Graphs to Accelerated GPU Kernels, Automatically.
ACM Trans. Archit. Code Optim., 2020
2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
2018
Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions.
CoRR, 2018
2017
Opt: A Domain Specific Language for Non-Linear Least Squares Optimization in Graphics and Imaging.
ACM Trans. Graph., 2017
2016
2015
The Design of Terra: Harnessing the Best Features of High-Level and Low-Level Languages.
Proceedings of the 1st Summit on Advances in Programming Languages, 2015
2014
PhD thesis, 2014
ACM Trans. Graph., 2014
Proceedings of the ARRAY'14: Proceedings of the 2014 ACM SIGPLAN International Workshop on Libraries, 2014
Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2014
2013
Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2013
Exploring Traditional and Emerging Parallel Programming Models Using a Proxy Application.
Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013
2012
Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2012
2011
Proceedings of the Conference on High Performance Computing Networking, 2011
2010
Proceedings of the 25th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2010