
MemSage 1.0.0: the first release
The first tagged release of MemSage watches a Python program or PyTorch training job for memory leaks, peak GPU memory and out-of-memory kills, and checks a job before it runs at scale.
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A field role: run acceptance testing on newly delivered GPU clusters at customer data centers, isolate faulty hardware and silent data corruption, and build the test platform. Full-time or contract.

US 12,541,443, granted on February 3, 2026, covers a method that finds the instructions behind frequent cache misses and tells capacity, conflict and coherence misses apart. Teyon founder Tongping Liu is the lead inventor.

US 12,314,761, granted on May 27, 2025, describes NUMAlloc, an allocator that keeps a thread's memory on the thread's own node and spreads shared objects across nodes. Teyon founder Tongping Liu is the lead inventor.