Search Results for author: Fabian Ruffy

Found 3 papers, 3 papers with code

NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers

1 code implementation26 Jul 2022 Jiawei Liu, JinKun Lin, Fabian Ruffy, Cheng Tan, Jinyang Li, Aurojit Panda, Lingming Zhang

In this work, we propose a new fuzz testing approach for finding bugs in deep-learning compilers.

valid

The State of Knowledge Distillation for Classification

1 code implementation20 Dec 2019 Fabian Ruffy, Karanbir Chahal

We survey various knowledge distillation (KD) strategies for simple classification tasks and implement a set of techniques that claim state-of-the-art accuracy.

Classification Data Augmentation +2

Iroko: A Framework to Prototype Reinforcement Learning for Data Center Traffic Control

1 code implementation24 Dec 2018 Fabian Ruffy, Michael Przystupa, Ivan Beschastnikh

We present a new emulator, Iroko, which we developed to support different network topologies, congestion control algorithms, and deployment scenarios.

OpenAI Gym reinforcement-learning +1

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