~/talk

MemPool Flavors: Between Versatility and Specialization in a RISC-V Manycore Cluster

Talkat RISC-V Summit Europe 2025 · 2025-05-12..05-15· [computer-vision]
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MemPool presents three implemented RISC-V manycore flavors with measured trade-offs: MemPool scales to 1024 PEs via hierarchical tiles (4 cores/tile, 16 tiles/group, 4 groups/cluster) and targets low L1 latency (1–5 cycles across levels); the systolic autonomous data flow adds per-bank queue hardware and load-refill logic to eliminate loads/stores and improves matmul by ~7% over baseline; the vectorial variant replaces tiles with a short-vector core (64 cores, 256 VFUs) and boosts matmul throughput ~60%, and a 64-core Harstream tapeout on GF 12nm already validates the approach.

AI-written summary · about

  1. 0:00Introduction
  2. 1:16Why scale up clusters
  3. 4:28Baseline MemPool architecture
  4. 6:35Systolic MemPool variant
  5. 8:19Vectorial MemPool variant
  6. 9:42Performance comparison results
  7. 11:48Trade-offs and ecosystem
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