NVIDIA's BioNeMo Inference Runtime (BioIR) reduces biomolecular structure prediction latency by using CUDA Graphs to record and replay GPU execution paths, bypassing standard PyTorch kernel-launch ove…
NVIDIA's BioNeMo Inference Runtime (BioIR) was used in the expansion of the AlphaFold Database (AFDB), accelerating protein-complex structure generation across 4,777 proteomes — about 31 million candi…
A developer achieved 28.10 TPS on Qwen2.5-7B using free Kaggle T4 GPUs and a low-cost AWS relay, a 5.7x improvement over baseline. The key fix was using CUDA Graphs to eliminate Python overhead in the…
TornadoVM, a Java heterogeneous programming framework, now supports CUDA Graphs, multiple streams, and vendor libraries like cuBLAS, cuFFT, and cuDNN, enabling Java applications to leverage NVIDIA's t…