Job
- Level
- Senior
- Job Field
- Software
- Employment Type
- Full Time
- Contract Type
- Permanent employment
- Location
- Munich
- Working Model
- Onsite
Job Summary
In this role, you will develop GPU support for Triton, optimize deep-learning primitives, conduct testing, document projects, and communicate with developers to implement performance improvements for neural networks.
Job Technologies
Your role in the team
- 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.
- Development of new features, support, and optimization of the OpenAI/Triton project for GPUs.
- Communication with other developers, customers and project managers.
- Test implementation, project documentation, and verification of the system with unit/component/functional tests.
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Our expectations of you
Qualifications
- Strong C/C++ programming skills
- Basic Python programming skills
- Basic understanding of ML technologies
- Knowledge of ROCm infrastructure
- GEMM performance fundamentals
Experience
- Experience with compiler internals (llvm, gcc or any other)
- Experience in performance analysis
- 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
- Experience in CMake, make/ninja build system
- Experience with Docker
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What we offer
- Languages: English: B2 Upper Intermediate
- Seniority: Senior
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Benefits
Work-Life-Integration
Topics that you deal with on the job
Job Locations
This is your employer
Luxoft
As a leading IT service provider, Luxoft offers innovative technology solutions that help global enterprises achieve measurable business results. Services include strategic consulting, custom software development resources, and technical solution development. This allows companies to compete successfully by utilizing our expertise in industries such as financial services, automotive, communications, and healthcare & life sciences.
Description
- Company Type
- Digital Agency
- Working Model
- Hybrid, Onsite
- Industry
- Internet, IT, Telecommunication
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