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TRINE: A Token-Aware, Runtime-Adaptive FPGA Inference Engine for Multimodal AI

Announce Type: cross Abstract: Multimodal stacks that mix ViTs, CNNs, GNNs, and transformer NLP strain embedded platforms because their compute/memory patterns diverge and hard real-time targets leave little slack. TRINE is a single-bitstream FPGA accelerator and compiler that executes end-to-end multimodal inference without reconfiguration.

arXiv CS 9d ago

Cucumber soup and tomato tart: Trine Hahnemann’s Scandinavian recipes for summer

Fresh, light, vibrant vegetable dishes that capture the changing of the season and Scandinavia’s long summer daysSummer is a beautiful season in Scandinavia, and the word that embodies it is “abundance”. The midsummer night doesn’t really get dark, the light is beautiful and it is only the sound of the blackbirds singing that indicates the day is ending. In stark contrast to the dark winter months, summer is all about the light, so your temperament is different and you long for different...

The Guardian UK 9d ago