Benchmark power consumption power management for various AI Kernelsmodels on 3P products
Benchmark power consumption for various AI Kernelsmodels on 1P Setup ScriptsInstrumentation needed for Power sampling Collect power measurement Perf traces etc required for a deeper dive
Setup ScriptsInstrumentation needed for Power sampling on AMD ROCMSMI and Nvidia NvidiaSMIdevices for various kernels
Data collection Power voltage frequency DVFS PMON HBM Bandwidth NCU traces etc
Collect data for understanding DCIT RackBlade level power management average and peak power on Platform that helps with analysis to understand where the bottlenecks are and scope for improvement
Extract PerfWatt metric for various range of sweep parameters eg BMNK sweep for Gemm kernels Bandwidth sweep for HBM stream tests etc
Extract VF curves for various operating frequencies supported by 3P systems
Maintain a dashboard of power for various tests to compare with 1P
Automate spreadsheetbased power models and integration with Hiper incorporating changes to sweep for various workload parameters enabling architecture whatiffs for various options
Required Skill Set
Familiarity with Power and Performance measurements techniques on 1P NvidiaSMI on H100 H200 AMDSMI on MI300 GPUs
Familiarity with Python Cuda programming
Familiarity with Automation scripting in PowerShell Python
Familiarity with Power Bi Dashboards
📌 Power & Performance Management (Mysuru)
🏢 LTIMindtree
📍 Mysuru
Reply to this offer
Impress this employer describing Your skills and abilities, fill out the form below and leave Your personal touch in the presentation letter.