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Synapse streams live tensor activation statistics from a PyTorch training loop into a browser-based 3D dashboard. The design goal is “debuggability without slowing training”: keep the hot-path minimal, do aggregation/sparsification off-thread, and ship compact binary packets over WebSockets.
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