ML Research Engineer - Hardware Codesign
Tasks
- Build roofline simulator analyses
- Communicate design tradeoffs and assumptions
- Coordinate cross-functional collaborations
- Debug simulation vs measurement gaps
- Evaluate new ML workload opportunities
- Implement numerics RTL modules
- Prototype low precision numerics and compression
- Prototype numerics for ML accuracy and efficiency
- Prototype numerics modules with synthesis
- Quantify system architecture tradeoffs
- Write quantization emulation kernels
Perks/Benefits
Skills/Tech-stack
C++ | CUDA | Floating point | Floating point numerics | Functional simulation | JAX | Low Precision | Low-precision computing | Precision computing | PyTorch | Python | Quantization | RTL | Register Transfer | Register Transfer Level | Roofline modeling | Rust | Synthesis | Transformer Models | Triton
Education
N/A
Regions
Countries
States
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