Search Results for author: Ailing Zhang

Found 3 papers, 1 papers with code

Lenna: Language Enhanced Reasoning Detection Assistant

1 code implementation5 Dec 2023 Fei Wei, Xinyu Zhang, Ailing Zhang, Bo Zhang, Xiangxiang Chu

To evaluate the reasoning capability of Lenna, we construct a ReasonDet dataset to measure its performance on reasoning-based detection.

World Knowledge

Using Python for Model Inference in Deep Learning

no code implementations1 Apr 2021 Zachary DeVito, Jason Ansel, Will Constable, Michael Suo, Ailing Zhang, Kim Hazelwood

We evaluate our design on a suite of popular PyTorch models on Github, showing how they can be packaged in our inference format, and comparing their performance to TorchScript.

Model extraction

LazyTensor: combining eager execution with domain-specific compilers

no code implementations26 Feb 2021 Alex Suhan, Davide Libenzi, Ailing Zhang, Parker Schuh, Brennan Saeta, Jie Young Sohn, Denys Shabalin

Domain-specific optimizing compilers have demonstrated significant performance and portability benefits, but require programs to be represented in their specialized IRs.

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