Compiler Engineer - Machine Learning Compiler
Tasks
- Build compiler for AI accelerator
- Collaborate in compiler hardware co design
- Create optimization passes
- Define instruction set and execution model
- Deliver predictable performance models
- Design pipelined schedules
- Develop graph IR transformations
- Generate backend code
- Implement memory orchestration
- Implement operator lowering
- Improve debugging and error reporting
- Manage resource constrained execution
- Optimize dataflow execution
- Produce high performance binaries
- Unify analog compute with digital subsystems
Perks/Benefits
- N/A
Skills/Tech-stack
Backend Development | C++ | Code generation | Compiler Intermediate Representation | Constraint Programming | Continuous integration | DNN | Debugging | Graph IR | Gurobi | IREE | Intermediate representation | LLVM | LP MIP | MLIR | ONNX | OR-Tools | Optimization | Python | SAT solvers | SMT solvers | SSA | Scheduling | TVM | XLA
Education
N/A
Regions
Countries
States
Cities
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