Compiler Engineer, Graph Compiler Performance Optimization
Tasks
- Co design model architectures and compiler optimizations
- Design compiler optimization passes
- Develop performance analysis tooling
- Ensure compiler portability across chip generations
- Implement automatic fusion strategies
- Optimize memory data placement and movement
- Perform hardware software co design with hardware teams
- Profile deep learning models for performance bottlenecks
Perks/Benefits
- N/A
Skills/Tech-stack
AI Hardware Accelerator | AI Practices | AI hardware | ASICs | Allocation Optimization | C# | C++ | Compiler development | Constant folding | Dead Code Elimination | Ethical AI | Ethical AI Practices | FX IR | GPUs | Glow | Graph Scheduling | Hardware Accelerator | Inductor | Instruction scheduling | Loop transformations | MLIR | Memory Allocation Optimization | Memory allocation | Operator fusion | Parallelization | Performance Profiling | Performance Tuning | PyTorch | Python | Roofline modeling | TPUs | TVM | TorchDynamo | Vectorization | XLA
Education
N/A
Roles
Regions
Countries
States
Cities
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