Senior Performance Engineer - Deep Learning jobs at Nvidia
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341 jobs found
22.06.2024
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Nvidia Senior Performance Engineer - Deep Learning United States, Texas
Develop and optimize open-source libraries, like Transformer Engine, which enables the fastest training of Large Language Models using low precision data formats, and TensorFlow Distributed Embeddings, providing ability to easily...
Writing highly tuned compute kernels, mostly in C++ CUDA, to perform core deep learning operations (e.g. matrix multiplies, convolutions, normalizations). Following general software engineering best practices including support for regression...
Understand, analyze, profile, and optimize large language model training on state-of-the-art hardware and software platforms. Understand the big picture of LLM training performance on GPUs, prioritizing and then solving problems...
Understand, analyze, profile, and optimize large language model training on state-of-the-art hardware and software platforms. Understand the big picture of LLM training performance on GPUs, prioritizing and then solving problems...
Optimize the performance of Deep Learning models for NVIDIA GPUs and systems. Study and tune Deep Learning training workloads at large scale. Optimize production AI models used by enterprise customers...
Develop innovative architectures to extend the state of the art in deep learning performance and efficiency. Analyze performance, cost and power trade-offs by developing analytical models, simulators and test suites....
Analyze performance and power efficiency of the most important deep learning inference workloads. Understand and analyze the interplay of hardware and software architectures on forward-looking algorithms, programming models and applications....
Develop and optimize open-source libraries, like Transformer Engine, which enables the fastest training of Large Language Models using low precision data formats, and TensorFlow Distributed Embeddings, providing ability to easily...
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