ARM Neon,ARM SVE,Performance optimization, library optimization-Senior Staff Engineer- CPU Hardware
Tasks
- Analyze system bottlenecks
- Benchmark and profile workloads
- Characterize Machine Learning workloads
- Develop optimized machine learning kernels and libraries
- Develop simulation and trace tooling
- Establish performance baselines
- Generate execution traces
- Integrate with machine learning frameworks
- Optimize kernel and memory performance
- Perform software and hardware co-design
Perks/Benefits
- N/A
Skills/Tech-stack
Activation functions | Assembly | Attention | Benchmarking | C# | C++ | Cache Tuning | Computer Architecture | Convolution | Data layout | GEMM | Kernel optimization | MLAS | Machine Learning | Memory Optimization | Neon | ONNX | ONNX Runtime | OpenMP | Parallel execution | Performance Profiling | PyTorch | Python | QEMU | SIMD | SVE | Simulation | Vectorization | XNNPACK
Education
Roles
Engineer | Principal | Principal Engineer | Software Engineer | Staff Engineer
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