High-Throughput Structure Prediction with BioNeMo Inference Runtime

<img width="600" height="338" src="https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1.webp" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: 5px; clear:both;max-width: 100%;" link_thumbnail="" decoding="async" srcset="https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1.webp 600w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1-179x101.png 179w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1-300x169.png 300w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1-500x282.png 500w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1-160x90.png 160w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1-362x204.png 362w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1-195x110.png 195w" sizes="(max-width: 600px) 100vw, 600px" title="image4" />Biomolecular structure prediction is now often run at proteome scale, where the goal is to move an entire worklist through the pipeline efficiently. NVIDIA...<img width="600" height="338" src="https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1.webp" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: 5px; clear:both;max-width: 100%;" link_thumbnail="" decoding="async" loading="lazy" srcset="https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1.webp 600w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1-179x101.png 179w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1-300x169.png 300w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1-500x282.png 500w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1-160x90.png 160w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1-362x204.png 362w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/09/image4-1-195x110.png 195w" sizes="auto, (max-width: 600px) 100vw, 600px" title="image4" /><p>Biomolecular structure prediction is now often run at proteome scale, where the goal is to move an entire worklist through the pipeline efficiently. NVIDIA BioNeMo Inference Runtime (BioIR) helps accelerate supported biomolecular structure-prediction models on NVIDIA GPUs while keeping the familiar PyTorch workflow. It uses optimized kernels and, where applicable, CUDA Graphs to speed model…</p> <p><a href="https://developer.nvidia.com/blog/high-throughput-structure-prediction-with-bionemo-inference-runtime/" rel="nofollow" data-wpel-link="internal" target="_self">Source</a></p>