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PULP's NE16 neural engine, taken as a black box

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ne16

PULP's NE16, a 16-input-channel neural engine, taken as a black box.

maturity license upstream

Part of the Tape-Out IP library, wired up by xirang. Five submodules under third_party/; nothing in them is modified.

What this repository adds

Eight knobs, every one of them a real parameter of ne16_top_wrap:

knob domain what it sizes
tpIn / tpOut 8, 16, 32 / 16, 32, 64 input and output elements per cycle
bw 288, 576 external memory bandwidth
nCores / nContext 4, 8, 9, 16 / 1, 2, 4 cores served, hardware contexts
cnt / id / mp 8, 16, 32 / 8, 16, 32 / 4, 9 counter width, id width, memory ports

The domains were measured, not guessed. Each candidate value was elaborated on its own; mp = 16 and bw = 144 do not elaborate, so they are not in the domain. The matrix runs 18 points and every one of them elaborates.

Versions are pinned, and they have to be

The four sibling repositories are pinned to what NE16's own Bender.yml asks for: hwpe-stream 1.6.4, hwpe-ctrl 1.6.2, hci 1.0.6. Taking newer ones breaks: current hci expects interface parameters that NE16 does not supply, and current hwpe-stream dropped the test_mode_i port that hci 1.0.6 still drives. That is 35 elaboration errors from a version skew alone.

Limits

The control port speaks HWPE's peripheral protocol and the memory port speaks HCI's TCDM; neither is AXI, so a bridge belongs outside. Only the generic technology cells are compiled — tech_cells_generic/src/fpga holds Xilinx primitives (BUFGCE) that have no place in an ASIC path. Upstream ships no runnable testbench, so this version has the per-point elaboration and the declaration receipt, and nothing else.

License

This repository: 任选其一 MIT · Apache 2.0 · 木兰宽松许可证 第2版. Everything under third_party/ stays SHL-0.51, which is not an OSI-approved license.

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PULP's NE16 neural engine, taken as a black box

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