Hugh Perkins
Nashville, Tennessee,United States
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Hugh Perkins is a highly respected AI researcher and software engineer recognized for his profound contributions to the deep learning community, especially in the realm of GPU acceleration and open-source frameworks. He is known for his expertise in CUDA and OpenCL, and for developing tools and libraries that enable efficient deep learning on various hardware. Hugh has been instrumental in projects aimed at making deep learning more accessible and performant, including significant work on GPU backends for frameworks like Torch and PyTorch, and tools for interoperability like Coriander (OpenCL to CUDA translation). His work demonstrates a deep understanding of both high-level AI concepts and low-level hardware optimization.
Professional Summary
Hugh Perkins's work history includes a series of influential roles in various companies. Here is a detailed list of his professional journey:
Notable Achievements
Creator of Coriander
Developed Coriander, an open-source tool that translates OpenCL 1.2 kernels to CUDA C++, enabling easier migration of OpenCL-based applications to the NVIDIA CUDA ecosystem.
Key Developer for Torch GPU Libraries
Made significant contributions to the Torch deep learning framework, particularly its CUDA (e.g., cunn, cutorch) and OpenCL (e.g., cltorch, clnn) backends, which were foundational for GPU-accelerated deep learning.
Early Pioneer in OpenCL for Deep Learning
Authored some of the earliest and most comprehensive OpenCL-based deep learning libraries like DeepCL, showcasing the potential of OpenCL for neural network computations well before widespread adoption.
NVIDIA Deep Learning Software Engineer
Worked at NVIDIA, contributing his expertise to enhance their deep learning software stack and support the broader AI community leveraging NVIDIA GPUs.
Educational Background
Bachelor's degree, History
Yale University - Year 2016
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Company Overview
GoodfyndGoodfynd is a digital platform designed to connect food lovers with local food trucks and mobile food vendors. It simplifies the process of discovering nearby food trucks, viewing their current locations, exploring menus, and placing orders for pickup or delivery. For food truck owners, Goodfynd offers a suite of tools to manage their operations, expand their customer reach, and streamline ordering and payment processes. The platform aims to support small culinary businesses by making them more accessible to a wider audience, fostering a vibrant local food scene.
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