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Memory-Planning
Static Memory Planning for Embedded Neural Network Inference
Peak working memory depends on the execution schedule and allocation, so the schedule can be optimized ahead of time and executed with bounded runtime arenas.
June 11, 2026 in Deep Dives9 minutes
Introducing TiGrIS
The model of your choice doesn't fit in SRAM. You consider reducing its size or using a different model. TiGrIS tiles the computation instead and makes the exact model run on your target hardware.
April 23, 2026 in Announcements11 minutes