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FPGA-Neural/hardware/v2/logs/timing.log
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micheleandClaude Sonnet 5 5f0d7f101c feat(v2): M3 activation/weight/result buffers, real BRAM mapping
Implements M3: three parametric dual-port buffers for the §12
data-plane (Input/Weight/Result), reusing the proven BRAM-inference
idiom from the frozen hardware/v1/rtl/act_buffer.v (synchronous write,
synchronous REGISTERED read, no reset on the read register -- keeps
Yosys off the LUT-RAM path).

Verified with Verilator: 10/10 tests pass (write-then-read
correctness, extreme INT8 round-tripping, weight_buffer's full 64-bit
tile width round-tripping, undisturbed re-reads).

Real synthesis at two depths per module (6 configs total): 0 CHECK
problems, every configuration correctly infers DP16KD (never
LUT-RAM). Non-obvious real finding: weight_buffer's BRAM cost is
driven by its P_IN*DATA_WIDTH tile width, not its DEPTH -- an 8x depth
reduction (512->64) left DP16KD usage unchanged at 2, while
activation_buffer/result_buffer (byte-wide) scale as naively expected
(2->1). All default-depth configs PASS at 80MHz with large margin
(287-367 MHz) via real nextpnr-ecp5 place&route.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013xXuuRUWZScuo1DeYJxs3v
2026-09-05 14:19:11 +02:00

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# V2 timing log -- solo append, mai troncato/sovrascritto (vedi README.md)
# Nessuna entry ancora -- popolato incrementalmente man mano che avanza lo sviluppo V2.
[2026-09-05] EXP-0001 -- neural_processor (P_IN=8, ACC_WIDTH=32)
nextpnr-ecp5 --45k --package CABGA381 --speed 8 --freq 80
--lpf-allow-unconstrained
Fmax: 183.12 MHz -- PASS at 80 MHz (real place&route measurement)
Critical path: job_ready -> TRELLIS_IO output pad (i.e. the design's
own logic is NOT the bottleneck at this Fmax -- an unconstrained
output pin dominates; a real system-level Fmax will differ once
this signal is consumed on-chip instead of driven to a pad in
isolation). Log: hardware/v2/synthesis/neural_processor_p8/nextpnr.log
WNS/TNS: not reported by this nextpnr version in this invocation.
[2026-09-05] EXP-0002 -- neural_processor (P_IN=8, ACC_WIDTH=24)
Same command as above, ACC_WIDTH=24 build.
Fmax: 176.21 MHz -- PASS at 80 MHz (real place&route measurement)
Delta vs ACC_WIDTH=32: -6.91 MHz (-3.8%) despite FEWER resources --
attributed to placement noise, not a real architectural effect
(no seed sweep run to confirm either way -- see experiments.log
EXP-0002 and benchmark.log). Log: hardware/v2/synthesis/
neural_processor_p8_acc24/nextpnr.log
[2026-09-05] EXP-0003 -- N_PROCESSORS sweep (P_IN=8), real nextpnr-ecp5
--45k --package CABGA381 --speed 8 --freq 80 --lpf-allow-unconstrained
N=1: Fmax=159.11 MHz PASS MULT18X18D 8/72 (11%)
N=2: Fmax=149.59 MHz PASS MULT18X18D 16/72 (22%)
N=4: Fmax=151.01 MHz PASS MULT18X18D 32/72 (44%)
N=8: Fmax=134.70 MHz PASS MULT18X18D 64/72 (88%)
TRELLIS_IO stays at 18/245 (7%) throughout (harness has only
clk/rst/seed/checksum as real pins, by design -- see ERR-0005).
See decisions.log DEC-0005: DSP, not Fmax or LUT/FF, is the resource
that will first prevent scaling N_PROCESSORS further at P_IN=8.
[2026-09-05] EXP-0004 -- default-depth buffer configs, real nextpnr-ecp5
activation_buffer (D=4096): Fmax=325.20 MHz PASS
weight_buffer (D=512): Fmax=339.67 MHz PASS
result_buffer (D=4096): Fmax=325.20 MHz PASS
All far above the 80MHz target -- buffers are not a timing concern in
isolation at these depths.