Start and Restore GPU Workloads in Seconds with NVIDIA Snapshot
<img width="768" height="432" src="https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-768x432.jpg" class="webfeedsFeaturedVisual wp-post-image" alt="Green cube with a neural-network diagram, surrounded by circular arrows beneath descending data blocks on a purple background." 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/2026/11/nvidia-snapshot-gpu-checkpoint-restore-768x432.jpg 768w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-179x101.jpg 179w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-300x169.jpg 300w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-625x352.jpg 625w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-1536x864.jpg 1536w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-645x363.jpg 645w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-660x370.jpg 660w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-500x281.jpg 500w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-160x90.jpg 160w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-362x204.jpg 362w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-196x110.jpg 196w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-1024x576.jpg 1024w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-960x540.jpg 960w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore.webp 1920w" sizes="auto, (max-width: 768px) 100vw, 768px" title="NGC - Promo - Day 0 Nemotron Tech Blog Image - 3326282" />NVIDIA Snapshot, a new open-source component of the NVIDIA DSX AI Factory Platform, makes initialized GPU workloads reusable across inference...<img width="768" height="432" src="https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-768x432.jpg" class="webfeedsFeaturedVisual wp-post-image" alt="Green cube with a neural-network diagram, surrounded by circular arrows beneath descending data blocks on a purple background." 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/2026/11/nvidia-snapshot-gpu-checkpoint-restore-768x432.jpg 768w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-179x101.jpg 179w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-300x169.jpg 300w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-625x352.jpg 625w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-1536x864.jpg 1536w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-645x363.jpg 645w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-660x370.jpg 660w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-500x281.jpg 500w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-160x90.jpg 160w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-362x204.jpg 362w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-196x110.jpg 196w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-1024x576.jpg 1024w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore-960x540.jpg 960w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/11/nvidia-snapshot-gpu-checkpoint-restore.webp 1920w" sizes="auto, (max-width: 768px) 100vw, 768px" title="NGC - Promo - Day 0 Nemotron Tech Blog Image - 3326282" /><p>NVIDIA Snapshot, a new open-source component of the NVIDIA DSX AI Factory Platform, makes initialized GPU workloads reusable across inference replicas—speeding startup and recovery. When inference demand spikes or a replica fails, available GPUs don’t translate immediately into serving capacity. Initializing an LLM workload—a process known as a cold start—can take minutes…</p>
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