Designer, Systems (Computer)
STARFIVE INTERNATIONAL PTE. LTD.Pasir Panjang, Negeri Sembilan, Malaysia30+ hari lalu
Penerangan pekerjaanBS / MS / PhD with relevant experience in Domain Specific Accelerators / Machine Learning Knowledge of different machine learning algorithms (eg : CNN, LSTM, DNN, GNN etc) and their execution model in GPU / CPU; understanding of parallel execution models like SIMD, SIMT etc Familiarity with GPGPU (eg : CUDA / OpenCL) programming models is preferred but not mandatory Any prior experience in developing simulation-based performance models for domain specific accelerators Proficient in C / C++ and scripting languages (Perl / Python) Knowledge in one or more AI programming frameworks – Tensorflow, Pytorch etc Knowledge of RISC-V ISA is valuable but not mandatory Ability to deliver high quality analysis / results and independently drive modeling tasks is preferred Curiosity and Enthusiasm to explore advance state of the art technologies with calculated risks Strong interpersonal skills, written and oral; good team player
Who are we?
We are the System Architecture Group at StarFive in Singapore. We focus on micro-architectural design, modeling, exploration and benchmarking. We help leadership and different stakeholders to make a data driven design decisions.
Job scope :
- Understand the mainstream GPGPU architecture and their design choice
- Using existing ML or HPC background to propose the possible architecture improvements and exploration possibilities
- Can deeply understand the programming model of each architecture and its impacts and influence on eco-system
- Maintain and build the confidence model for both verifying with software tools and profiling the performance so at to understand different architecture design choices
What are we looking for?
#J-18808-Ljbffr
Buat amaran kerja untuk carian ini
Designer • Pasir Panjang, Negeri Sembilan, Malaysia
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