Compiler. Design and build the compiler that converts AI models from popular ML frameworks into assembly code that runs... (transformers, diffusion models, etc.) Familiarity with auto-scheduling and program synthesis techniques for high-performance ML...
showcasing AMD GPU performance across diverse AI/ML workloads Architect and implement ROCm integrations for key opensource...: Recent and in-depth hands-on experience in AI/ML application development, GPU computing, and performance optimization...
innovation and engineering excellence, mentoring and guiding engineering teams. System Design & Development: Architect... and implement scalable, GPU-optimized modeling algorithms capable of handling large-scale data in production environments. Pipeline...
compute resources and AI/ML frameworks, allowing infrastructure teams and model developers to consume shared GPU resources...-tenant isolation and QoS guarantees. Architect systems for secure GPU sharing, including time-slicing, memory partitioning...
· You will profile GPU utilization, trace inference and training runs and help craft strategies for optimizing our ML model latency.... · We'll work together to architect and optimize end-to-end ML pipelines, ensuring they're scalable, efficient, and robust...