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251 jobs found
23.06.2024
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Nvidia Compiler Engineer - Deep Learning United States, Texas
Crafting and implementing compiler optimization techniques for deep learning network graphs. Designing novel graph partitioning and tensor sharding techniques for distributed training and inference. Performance tuning and analysis. Code-generation for...
Bachelors, Masters or Ph.D. in Computer Science, Computer Engineering, related field (or equivalent experience). 2+ years of relevant work or research experience in performance analysis and compiler optimizations. Ability to...
Bachelors, Masters or Ph.D. in Computer Science, Computer Engineering, related field (or equivalent experience). 3+ years of relevant work or research experience in performance analysis and compiler optimizations. Ability to...
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...
Understand, analyze, profile, and optimize deep learning training workloads on state-of-the-art hardware and software platforms. Collaborate with researchers and engineers across NVIDIA, providing guidance on improving the performance of workloads....
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...
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...
Crafting and implementing compiler optimization techniques for deep learning network graphs. Designing novel graph partitioning and tensor sharding techniques for distributed training and inference. Performance tuning and analysis. Code-generation for...
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