ONNX | Uzziel Perezhttps://www.uzzielperez.com/tags/onnx/ONNXHugo Blox Builder (https://hugoblox.com)en-usMon, 25 May 2026 09:00:00 +0700https://www.uzzielperez.com/media/icon_hu7729264130191091259.pngONNXhttps://www.uzzielperez.com/tags/onnx/Optimizing GNNs for the Wild: PyTorch-to-ONNX Acceleration of GarNet on CPUs and GPUshttps://www.uzzielperez.com/event/chep2026-onnx-optimization/Mon, 25 May 2026 09:00:00 +0700https://www.uzzielperez.com/event/chep2026-onnx-optimization/UzzieNet / ecal-reco-gnnhttps://www.uzzielperez.com/project/uzzienet/Mon, 25 May 2026 00:00:00 +0000https://www.uzzielperez.com/project/uzzienet/<p>Core contributor to <strong>ecal-reco-gnn</strong>, the LHCb calorimeter reconstruction package that hosts <strong>UzzieNet</strong>: an attention-enhanced, node-centric graph neural network extending GarNet. Custom graph construction, message-passing and attention layers, model compression, and ONNX deployment target the PicoCal (Upgrade II) calorimeter and the GPU-based HLT1/Allen trigger.</p> <p>Presented at <a href="https://www.uzzielperez.com/event/acat2025-lightweight-gnns/">ACAT 2025</a>, <a href="https://www.uzzielperez.com/event/fastml2025-lightweight-gnns/">Fast ML 2025</a>, and <a href="https://www.uzzielperez.com/event/chep2026-lightweight-gnns/">CHEP 2026</a>.</p>