---
description: "Technical reference for NeMo Curator's infrastructure components including distributed computing, memory management, and GPU acceleration"
categories: ["reference"]
tags: ["infrastructure", "distributed", "gpu-accelerated", "memory-management", "docker", "performance"]
personas: ["admin-focused", "mle-focused", "devops-focused"]
difficulty: "reference"
content_type: "reference"
modality: "universal"
---

# Infrastructure References

This section provides technical reference documentation for NeMo Curator's infrastructure components that are used across all modalities (text, image, video).

---

## Infrastructure Components

<Cards>

<Card title="Memory Management" href="/reference/infra/memory-management">
Optimize memory usage when processing large datasets
partitioning
batching
monitoring
</Card>

<Card title="GPU Acceleration" href="/reference/infra/gpu-processing">
Leverage NVIDIA GPUs for faster data processing
cuda
rmm
performance
</Card>

<Card title="Resumable Processing" href="/reference/infra/resumable-processing">
Continue interrupted operations across large datasets
checkpoints
recovery
batching
</Card>

<Card title="Container Environments" href="/reference/infra/container-environments">
Available environments and configurations in NeMo Curator containers. Includes build arguments and video-specific environments.
docker
conda
environments
</Card>

</Cards>
