lm✳LOTFI ABDELKRIM MECHARBATPHD · MACHINE LEARNING
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SYSTEMS & INFRASTRUCTURE / MBZUAI

Distributed training
& profiling.

I built distributed training pipelines on NVIDIA and AMD ROCm clusters and worked on mixed precision and multi-GPU profiling.

Distributed training and profiling workflow.
WHAT I BUILT

Training infrastructure

Distributed training

Built training pipelines on NVIDIA and AMD ROCm clusters for large vision-transformer architectures.

Mixed-precision scaling

Worked with FP16 and BF16 scaling for large ViT training.

Multi-GPU profiling

Profiled multi-GPU workloads as part of the research infrastructure.

Paper citation

BibTeX citation

Project illustration

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