PROJECT DESCRIPTION

Working on GPU support for OpenAI/Triton — a language and compiler for writing highly efficient custom Deep-Learning primitives. Work with the open-source community to analyze, develop, test, and deploy performance improvements for neural networks implemented with Triton on GPUs with ROCm.

SKILLS

Must have
Strong C/C++ programming skills
Experience with compiler internals (llvm, gcc or any other)
Basic Python programming skills
Experience in performance analysis
Nice to have
Basic understanding of ML technologies
Experience with GPGPU (General purpose GPU) computing (HIP, CUDA, OpenCL, etc.)
Experience with PyTorch
Experience with LLVM and MLIR compiler infrastructure, analysis or optimizations implementation
Knowledge of ROCm infrastructure
Experience in CMake, make/ninja build system
GEMM performance fundamentals
Experience with Docker

New features development, support and optimization of OpenAI/Triton project for GPUs. Communication with other developers, customers and project managers. Test implementation, project documentation and verification of system with unit/component/functional tests.