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.

Responsibilities

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.

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

11 openings across locations