Manager Machine Learning Compiler Verification jobs at Nvidia
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302 jobs found
01.09.2024
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Nvidia Manager Machine Learning Compiler Verification United States, Texas
Lead, mentor, and grow your compiler verification team and be responsible for the planning and execution of projects as well as the quality, and performance of our compilers. Work closely...
Design and develop new user-friendly APIs and libraries to optimally use existing DL/ML frameworks in GPU-enabled Spark clusters for distributed DL/ML training and inference at scale. Design and develop GPU...
Review state-of-the-art literature in quantized training. Build robust, reproducible, and portable training recipes. Provide engineering support to customers using HW and SW approaches. Collaborate closely with hardware, software, and research...
Analysis: Analyze performance degradation or functional defect of compilers, identify regression root cause, suggest corrective action, and perform reviews to continuously improve testing. Test Automation: Automate compiler testing using NVIDIA...
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). 3+ years of relevant work or research experience in performance analysis and compiler optimizations. Ability to...
Researching, implementing, and evaluating deep-learning-based methods for prediction and planning for NVIDIA's Autonomous Vehicle products. Designing, running, and analyzing experiments and testing to evaluate the efficiency of our solutions on...
Lead, mentor, and grow your compiler verification team and be responsible for the planning and execution of projects as well as the quality, and performance of our compilers. Work closely...
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