A unique approach to AI inference acceleration
Since it’s founding in 2019, d-Matrix has built multiple world-first innovations in silicon, software, chiplet packaging and interconnects, and created a one-of-a-kind inference compute platform.
Circuits
World’s first Digital In-Memory Computing (DIMC) solution that tightly integrates compute and memory to eliminate bottlenecks associated with traditional architectures
Numerics
Among the first to natively implement Block Floating Point numerics, offering the energy efficiency of integer arithmetic with the high dynamic range of floating-point.
Chiplets & Packaging
Chiplet based architecture scales memory-compute complex using innovative die-to-die interconnects in an all-to-all topology and with advanced 2D/3D packaging
Scale-up and Scale-out
High bandwidth and fully connected topology up to 16 chiplets across 2 cards. Standard PCIe based scale-up within a node. Scale-out across nodes using PCIe or Ethernet.
Hardware-Software Codesign
Built with open software such as PyTorch, MLIR, Triton DSL. Programming models for spatial architectures and multi-level memory hierarchies, efficient networking communication between devices and minimal host synchronization
