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20242026
most citedAn Efficient Multimodal Learning Framework to Comprehend Consumer Preferences Using BERT and Cross-Attention

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cs.DC2026

Silent Failures Beyond the 32-Bit Index Range: A Differential Characterization of Large-Tensor Matrix Multiplication in PyTorch's MPS Backend

Junichiro Niimi

Apple Silicon machines with large unified memory make it possible to hold large tensors on a desktop GPU. However, we found that PyTorch's Metal Performance Shaders (MPS) backend s…