Deep Learning Primitives Kernel Develop.
C
Deep Learning Primitives Kernel Develop.
Luxoft Poland
Gdańsk
Type of work
Undetermined
Experience
Mid
Employment Type
B2B
Operating mode
Office
Luxoft Poland
Luxoft, a DXC Technology Company, is a digital strategy and software engineering firm providing bespoke technology solutions that drive business change for customers the world over. We are a global family with an epic atmosphere – we love what we do!
Tech stack
C/C++
English
CUDA
OpenCL
Git
Linux
Job description
Project Description
Luxoft, in partnership with AMD, is looking for an individual to join a hardworking team developing Deep Learning and High-Performance Computing GPU kernels on the AMD Radeon Open Compute (ROCm) platform and MIOpen, AMD's Deep Learning primitives library which provides highly optimized implementations of different operators.
• https://github.com/ROCmSoftwarePlatform
• https://github.com/ROCmSoftwarePlatform/MIOpen
The successful person will be an experienced GPU-compute programmer with an eye towards hardware-aware performance optimizations.
Responsibilities
• https://github.com/ROCmSoftwarePlatform
• https://github.com/ROCmSoftwarePlatform/MIOpen
The successful person will be an experienced GPU-compute programmer with an eye towards hardware-aware performance optimizations.
Responsibilities
The ideal candidate will be responsible for writing high performance GPU kernels for AMD's Machine Learning and Deep Learning Library: MIOpen
• They will be porting and optimizing algorithms for new GPU hardware
• Perform code reviews, building unit tests, authoring detailed documentation related to their work, and working with on-site and off-shore teams to deliver the software solutions on schedule.
• They will play a key role in all phases of the software development including system requirements analysis, coordinating feature design and development across functional and organization boundaries.
Must have
• They will be porting and optimizing algorithms for new GPU hardware
• Perform code reviews, building unit tests, authoring detailed documentation related to their work, and working with on-site and off-shore teams to deliver the software solutions on schedule.
• They will play a key role in all phases of the software development including system requirements analysis, coordinating feature design and development across functional and organization boundaries.
Must have
• Strong programming skills, especially in CUDA, C/C++ and OpenCL
• Extensive experience with parallel programming models
• Experience using version control software such as Git
• Strong understanding of Linux internals, Servers, and Debugging
• Basic knowledge of software development lifecycle, SW practices including debug, test, revision control, documentation, and bug tracking
• Good teamwork and interpersonal skills required
• Ability to work independently and within complementary teams
• Extensive experience with parallel programming models
• Experience using version control software such as Git
• Strong understanding of Linux internals, Servers, and Debugging
• Basic knowledge of software development lifecycle, SW practices including debug, test, revision control, documentation, and bug tracking
• Good teamwork and interpersonal skills required
• Ability to work independently and within complementary teams
Nice to have
• Demonstrate flexibility, strong motivation and a proven track record of meeting results-oriented deadlines.
• Knowledge of Parallel-Computing, GPUs, and High-Performance-Computing
• Familiarity with deep neural network machine learning technologies and modern machine learning programming frameworks
• Experience working with and developing virtualization containers and package managers for code deployment
Languages: English: C1 Advanced
Relocation package
If needed, we can help you with relocation process. Click here for more information.
Ref Number: VR-78512
BENEFITS
• Knowledge of Parallel-Computing, GPUs, and High-Performance-Computing
• Familiarity with deep neural network machine learning technologies and modern machine learning programming frameworks
• Experience working with and developing virtualization containers and package managers for code deployment
Languages: English: C1 Advanced
Relocation package
If needed, we can help you with relocation process. Click here for more information.
Ref Number: VR-78512
BENEFITS