Benchmarking GarNet in PyTorch versus ONNX Runtime on multi-core CPUs and NVIDIA A100 GPUs: up to 5× CPU and ~2× GPU speedup with FP32 parity at 10⁻⁷, targeting the LHCb GPU trigger (HLT1/Allen).
May 25, 2026
Attention-enhanced node-centric GNN (UzzieNet) for LHCb PicoCal reconstruction, with distillation and PyTorch-to-ONNX deployment for the GPU trigger.
May 25, 2026