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FPGA-Neural/hardware/v2/logs/synthesis.log
T
micheleandClaude Sonnet 5 77baa8fc16 feat(v2): M7 Dataflow Core - full M1-M6 integration, wake-up loop closed end-to-end
dataflow_core.v integrates dependency_manager (M6) -> neural_director
(M5) -> N_SLOTS x (memory_manager (M4) + neural_processor (M1)) for
the first time. A slot's completion (via neural_director's new
slot_node_id tracking, an additive port) feeds back as a
producer_done event to dependency_manager, waking up any node that
depended on it - closing the dataflow loop without external glue.

Verified end-to-end (Verilator) on a 3-node DAG: two independent
nodes plus a third depending on both, confirmed to dispatch only
after both genuinely complete via real neural_processor computation.
4/4 PASS.

Real synthesis + nextpnr-ecp5 P&R via a synthesis-only timing harness
(bare per-slot backend ports exceed the LFE5U-45F's TRELLIS_IO
budget, same pattern as ERR-0005): N_SLOTS=2 -> 165.15 MHz,
N_SLOTS=4 -> 133.19 MHz, both PASS at 80MHz, 0 synthesis problems.

Scope explicitly deferred to M8 (DEC-0009): M3's BRAM buffers not
wired in yet, per-slot Memory Backend Interface ports not arbitrated
to one shared PSRAM master yet - both need real measured data before
committing to a design, not guessed at here.

Logged: simulation/synthesis/timing/benchmark/decisions (DEC-0009)/
experiments (EXP-0008)/errors (ERR-0007, a Yosys chparam-ordering
build quirk, not an RTL bug)/development.log, ROADMAP.md updated.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013xXuuRUWZScuo1DeYJxs3v
2026-09-05 15:05:28 +02:00

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# V2 synthesis 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)
LUT: 55 FF: 533 DSP(MULT18X18D): 8 BRAM: 0 CCU2C: 96
CHECK: 0 problems. 36 warnings, all "multiple conflicting drivers for
neural_processor.\gi" -- benign Yosys quirk for an `integer` used as
a synthesizable for-loop index in stage 0's unrolled always block,
not a real multi-driver conflict (cross-verified functionally
correct on 2 independent simulators). Log: hardware/v2/synthesis/
neural_processor_p8/yosys.log
[2026-09-05] EXP-0002 -- neural_processor (P_IN=8, ACC_WIDTH=24)
LUT: 49 FF: 509 DSP(MULT18X18D): 8 BRAM: 0 CCU2C: 88
CHECK: 0 problems, same 36 benign warnings as EXP-0001.
Log: hardware/v2/synthesis/neural_processor_p8_acc24/yosys.log
[2026-09-05] EXP-0003 -- neural_processor_array via
harness_neural_processor_array.v (synthesis-only wrapper, see
errors.log ERR-0005), N_PROCESSORS in {1,2,4,8}, P_IN=8
N=1: LUT=59 FF=409 MULT18X18D=8 CCU2C=96
N=2: LUT=106 FF=786 MULT18X18D=16 CCU2C=192
N=4: LUT=207 FF=1540 MULT18X18D=32 CCU2C=384
N=8: LUT=374 FF=3048 MULT18X18D=64 CCU2C=768
CHECK: 0 problems in all 4 configurations. Perfectly linear scaling in
N confirms no unintended cross-processor resource sharing (a first,
flawed harness attempt fed identical data to every processor/lane
and Yosys silently deduplicated down to 1x regardless of N -- caught
by checking for exactly this linearity before trusting the numbers).
[2026-09-05] EXP-0004 -- activation_buffer/weight_buffer/result_buffer,
2 depths each
activation_buffer D=4096: LUT=37 FF=30 DP16KD=2 (D=256: LUT=21 FF=26 DP16KD=1)
weight_buffer D=512: LUT=88 FF=139 DP16KD=2 (D=64: LUT=73 FF=136 DP16KD=2)
result_buffer D=4096: LUT=37 FF=30 DP16KD=2 (D=256: LUT=21 FF=26 DP16KD=1)
CHECK: 0 problems, all 6 configs correctly infer DP16KD (no LUT-RAM
fallback). weight_buffer's DP16KD count does NOT drop with depth
(width-bound, not depth-bound -- see decisions.log / benchmark.log).
[2026-09-05] EXP-0005 -- memory_manager + prefetch_engine (standalone)
LUT4=851 TRELLIS_FF=789 CCU2C=108 MULT18X18D=0 (expected, no
multiplication in this module). CHECK: 0 problems.
[2026-09-05] EXP-0006 -- neural_director (N_SLOTS=4, standalone)
LUT4=382 TRELLIS_FF=366 CCU2C=4 DSP=0. CHECK: 0 problems.
[2026-09-05] EXP-0007 -- dependency_manager (N_NODES=16, MAX_DEPS=4)
LUT4=763 TRELLIS_FF=474 CCU2C=0 DSP=0. CHECK: 0 problems.
[2026-09-05] EXP-0008 -- dataflow_core (M7 full integration, via
harness_dataflow_core.v -- see errors.log ERR-0005 for why a harness
is needed: bare per-slot Memory Backend Interface ports alone total
280 bits at N_SLOTS=4, exceeding the LFE5U-45F-8BG381's ~245 TRELLIS_IO
budget)
N_SLOTS=2: LUT4=2127 CCU2C=248 TRELLIS_FF=2505 MULT18X18D=16 DP16KD=0
N_SLOTS=4: LUT4=3953 CCU2C=500 TRELLIS_FF=4688 MULT18X18D=32 DP16KD=0
CHECK: 0 problems on both configs (same 32 benign "multiple conflicting
drivers for ...neural_processor.\gi" warnings per neural_processor
instance already documented in EXP-0001 -- an `integer` for-loop
index shared across two of neural_processor's own always blocks, not
a real multi-driver conflict). DP16KD=0 on both is expected: M3's
BRAM-backed buffers (activation/weight/result_buffer) are
deliberately NOT instantiated inside dataflow_core yet (decisions.log
DEC-0009). DSP scales exactly 8/slot (matches P_IN=8, consistent with
every prior per-processor DSP measurement since M1/M2).