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Modyn: A Platform for Model Training on Dynamic Datasets With Sample-Level Data Selection
Machine learning training data is often dynamic in real-world use cases, i. e., data is added or removed and may experience distribution shifts over time.
An Analysis of Collocation on GPUs for Deep Learning Training
Multi-Instance GPU (MIG) is a new technology introduced by NVIDIA that can partition a GPU to better-fit workloads that do not require all the memory and compute resources of a full GPU.
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