Compiler Developer
DresdenOn-siteFull-time
AI Summary
Builds and maintains a scalable ML compiler toolchain for next-generation chip hardware, implementing optimization passes and collaborating with ML engineers to compile neural networks for SEMRON's accelerators.
About this role
About the Role
In this role, you are responsible to build a highly scalable compiler toolchain for our future chip generations. You will participate in many fundamental architectural decisions and have the opportunity to contribute on upstream open-source projects.
What you will do:
- building/maintaining SEMRON's ML compiling toolchain for our accelerator
- design & implement various compiler operations as well as lowering and optimization passes
- collaborate with ML & quantization engineers/researchers to realize compilation of generic NNs for SEMRON's hardware
What you should bring in:
- in-depth knowledge of C++
- hands-on experience in compiler technologies like LLVM
Helpful but not required:
- experience with machine learning compiler infrastructure like MLIR/IREE or TVM
- experience in polyhedral compilation techniques
Why us?
Skills
C++Code LoweringCompiler Optimization PassesIREELLVMMLIRPolyhedral CompilationQuantizationTVM
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