Pony.ai

软件实习生 - 端到端模型性能优化

Pony.ai  •  Onsite  •  3 months ago
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Job Description

软件实习生 - 端到端模型性能优化北京实习职位描述1. 负责AI端到端模型的性能分析与优化;
2. 负责CUDA算子开发与维护。
职位要求
1. 计算机或相关专业本科及以上学历;
2. 扎实的软件工程能力,熟练掌握计算机基础知识;
3. 有CUDA编程经验,熟悉TensorRT或其它AI加速库;
4. 熟悉至少一种深度学习框架(Pytorch优先)。
加分项:
1. 熟练掌握CUDA编程,有CUDA优化经验;
2. 有算法竞赛经历;
3. 有基于TensorRT的模型优化经验;
4. 有模型量化、蒸馏、剪枝等工程经验。 投递
Pony.ai

About Pony.ai

Pony AI Inc. (“Pony.ai”) is a global leader in the large-scale commercialization of autonomous mobility.

Leveraging its vehicle-agnostic Virtual Driver technology, full-stack autonomous driving technology that seamlessly integrates its proprietary software, hardware, and services, Pony.ai is developing a commercially viable and sustainable business model that enables the mass production and deployment of vehicles across transportation use cases.

Founded in 2016, Pony.ai has expanded its presence across China, Europe, East Asia, the Middle East, and other regions, ensuring widespread accessibility to its advanced technology.

Pony.ai is among the first in China to obtain licenses to operate fully driverless vehicles in all four Tier-1 cities in China (Beijing, Guangzhou, Shanghai, Shenzhen) and has begun to offer public-facing, fare-charging robotaxi services without safety drivers in Beijing, Guangzhou and Shenzhen. Pony.ai operates a fleet consisting of over 250 robotaxis.

To date, Pony.ai has driven nearly 45 million autonomous testing and operation kilometers on open roads worldwide.

Industry
IT & Software
Company Size
501-1,000 employees
Headquarters
Fremont, California
Year Founded
2016
Website
pony.ai
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