ASTRA-sim is a distributed machine learning system simulator. It enables the systematic study of challenges in modern deep learning systems, allowing for the exploration of bottlenecks and the development of efficient methodologies for large DNN models across diverse future platforms.
Here is a concise visual summary of our simulator:
:::{toctree} :maxdepth: 2 getting-started/getting-started.md workload-layer/workload-layer.md system-layer/system-layer.md network-backend/network-backend.md compute-backend/compute-backend.md remote-memory-backend/remote-memory-backend.md validation/validation.md :::
:::{note} ASTRA-sim documentation project is currently under active development. Please stay tuned! :::