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07/29/2023
nelli: a lightweight frontend for MLIR
Multi-Level Intermediate Representation (MLIR) is a novel compiler infra...
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02/13/2023
OpenHLS: High-Level Synthesis for Low-Latency Deep Neural Networks for Experimental Science
In many experiment-driven scientific domains, such as high-energy physic...
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05/03/2022
Real-Time Streaming and Event-driven Control of Scientific Experiments
Advancements in scientific instrument sensors and connected devices prov...
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02/23/2022
Memory Planning for Deep Neural Networks
We study memory allocation patterns in DNNs during inference, in the con...
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08/26/2021
Ultrafast Focus Detection for Automated Microscopy
Recent advances in scientific instruments have resulted in dramatic incr...
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12/13/2020
Comparing the costs of abstraction for DL frameworks
High level abstractions for implementing, training, and testing Deep Lea...
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10/16/2020