Deep Learning Kernel Software Performance Architect
Tasks
- Analyze GPU kernel performance
- Build performance test automation
- Collaborate with architecture and modeling teams
- Collaborate with compiler and kernel teams
- Debug performance regressions
- Design performance testing workflows
- Drive regression triage to closure
- Ensure CI CD regression testing
- Execute large scale performance runs
- Optimize GPU accelerated kernels
- Profile and measure performance
Perks/Benefits
- N/A
Skills/Tech-stack
Attention | C# | C++ | CI/CD | CUDA | Computer Architecture | Deep learning | GEMM | Latency Throughput | Latency Throughput Modeling | Machine Learning | Memory hierarchy | Mixture of Experts | Parallel Programming | Performance Analysis | Performance Profiling | Python | Regression testing | Throughput modeling
Education
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