Engineer-ARM Neon,ARM SVE,Performance optimization
Tasks
- Analyze CPU and memory bottlenecks
- Benchmark ML workloads
- Characterize workload performance requirements
- Collaborate on CPU hardware software co design
- Develop simulation tooling
- Establish performance baselines
- Extract performance counters
- Generate execution traces
- Identify ML workloads
- Implement SIMD vectorized kernels
- Optimize ML kernels
- Optimize data layout and memory access
- Provide workload insights for architectural enhancements
Perks/Benefits
- N/A
Skills/Tech-stack
Assembly | Assembly optimization | Attention | Benchmarking | C# | C++ | Cache optimization | Computer Architecture | Convolution | Data layout | Data layout optimization | GEMM | Instruction Utilization | Intrinsics | Layout optimization | Machine Learning | Memory Optimization | Neon | Performance Profiling | Performance counters | Python | QEMU | QMX | SIMD | SVE | Simulation | Vectorization
Education
Bachelor of Engineering | Bachelor of Science | Master of Engineering | Master of Science | PhD
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