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memlnaut-nisps/tests/cpp
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monkey-w1n5t0n 1603ea798e test(ml): behavioural benchmark + 20 invariants for the control mapping 
NISPS is a controller, not a synth: the object of study is the mapping
f: control-space -> parameter-space and how a musician's gestures deform
it. Loss measures fit to points the user dictated, which is the one thing
they never experience. So this measures geometry and gesture-response.

  tests/cpp/ml_bench.cpp          61 scenarios, REPORTS never asserts (same
                                  discipline as engine_bench.cpp). Shape-
                                  agnostic via MLPCore<DynamicStorage>
                                  (--shape, default 2,16,16,16,8), seeded
                                  RNG throughout, branch points replayed
                                  from scratch rather than snapshotted.
  tests/cpp/test_ml_behaviour.cpp 20 asserting invariants, wired into
                                  nisps_core_tests.
  scripts/bench-ml.sh             native + WASM from one source; --compare,
                                  --sweep-shape, --smoke, --scenario, --seed.

Documents two contracts that fail SILENTLY (both now pinned by tests):
a thumbs-up must call BOTH mlp.add_example() and fb.store_positive(),
since dislike_geometric k-NNs the replay buffer and not the MLP dataset;
and placed_output() is valid only while state == Placing, after which an
empty span whose l2() is 0 scores a broken lifecycle as a perfect place.

ALIGNMENT defect 6 re-ranked (SGD-vs-RMSProp is not a research axis - it
silently invalidated every ported hyperparameter) and split into 6b (the
geometric dislike was ported from a superseded upstream design) and 6c
(InterfaceRL, the reference impl, is not in the tree).

Gates: build-cpp-tests (138 tests, ctest 4/4), parity-check PASS,
lint-cpp clean, bench-ml.sh --smoke runs end to end.
2026-07-25 11:02:24 +02:00
..
.gitignore Stream 11: verification infrastructure (golden vectors + parity + lint + CI + Playwright migration) 2026-04-29 19:50:55 +03:00
bench_report.mjs feat: curve truth, DriverConfig, real telemetry, engine benchmark 2026-07-21 22:02:23 +02:00
engine_bench.cpp feat: curve truth, DriverConfig, real telemetry, engine benchmark 2026-07-21 22:02:23 +02:00
engine_impulse.cpp Stream 11: verification infrastructure (golden vectors + parity + lint + CI + Playwright migration) 2026-04-29 19:50:55 +03:00
engine_impulse_baseline.bin Stream 11: verification infrastructure (golden vectors + parity + lint + CI + Playwright migration) 2026-04-29 19:50:55 +03:00
ml_bench.cpp test(ml): behavioural benchmark + 20 invariants for the control mapping 2026-07-25 11:02:24 +02:00
ml_golden_vectors.cpp Stream 11: verification infrastructure (golden vectors + parity + lint + CI + Playwright migration) 2026-04-29 19:50:55 +03:00
parity_check.cpp fix(gates): close the no-heap lint's false negatives and parity's silent FAIL 2026-07-21 13:23:11 +02:00
parity_diff.mjs feat(pipeline)!: P4 core — input/output chains + curve catalog in nisps/ 2026-07-18 11:52:53 +02:00
parity_wasm.mjs fix(ml): one named example capacity; train() and trainAsync() no longer diverge 2026-07-21 13:22:38 +02:00
test_dsp_biquad.cpp feat(nisps/dsp): lean DSP primitives ported from maximilian (meml-1v6) 2026-04-29 16:08:49 +03:00
test_dsp_delay.cpp feat(nisps/dsp): lean DSP primitives ported from maximilian (meml-1v6) 2026-04-29 16:08:49 +03:00
test_dsp_pitch_shift.cpp feat(nisps/dsp): lean DSP primitives ported from maximilian (meml-1v6) 2026-04-29 16:08:49 +03:00
test_dsp_reverb.cpp feat(nisps/dsp): lean DSP primitives ported from maximilian (meml-1v6) 2026-04-29 16:08:49 +03:00
test_dsp_seq_shared.cpp refactor(engines): extract the shared sequencer machinery 2026-07-21 14:02:23 +02:00
test_engine_analysis.cpp feat(nisps/engines): port firmware audio engines to AudioEngine concept (meml-1v6) 2026-04-29 16:09:12 +03:00
test_engine_breakor.cpp feat(nisps/engines): port firmware audio engines to AudioEngine concept (meml-1v6) 2026-04-29 16:09:12 +03:00
test_engine_channel_strip.cpp feat(nisps/engines): port firmware audio engines to AudioEngine concept (meml-1v6) 2026-04-29 16:09:12 +03:00
test_engine_elysiamorf.cpp feat(nisps/engines): port firmware audio engines to AudioEngine concept (meml-1v6) 2026-04-29 16:09:12 +03:00
test_engine_memlcelium.cpp feat(nisps/engines): port firmware audio engines to AudioEngine concept (meml-1v6) 2026-04-29 16:09:12 +03:00
test_engine_no_op.cpp feat(nisps/engines): port firmware audio engines to AudioEngine concept (meml-1v6) 2026-04-29 16:09:12 +03:00
test_engine_paf_synth.cpp feat(nisps/engines): port firmware audio engines to AudioEngine concept (meml-1v6) 2026-04-29 16:09:12 +03:00
test_engine_verb_fx.cpp feat(nisps/engines): port firmware audio engines to AudioEngine concept (meml-1v6) 2026-04-29 16:09:12 +03:00
test_engine_xiasri.cpp feat(nisps/engines): port firmware audio engines to AudioEngine concept (meml-1v6) 2026-04-29 16:09:12 +03:00
test_helpers.hpp feat: nisps build + host test harness 2026-04-29 15:22:01 +03:00
test_main.cpp feat: nisps build + host test harness 2026-04-29 15:22:01 +03:00
test_math.cpp feat: nisps build + host test harness 2026-04-29 15:22:01 +03:00
test_ml_behaviour.cpp test(ml): behavioural benchmark + 20 invariants for the control mapping 2026-07-25 11:02:24 +02:00
test_mlp_feedback.cpp feat(ml)!: P3 core — geometric dislike in nisps/, jolt/OU + geo ABI 2026-07-14 04:16:21 +02:00
test_mlp_geo_dislike.cpp refactor(nisps): delete dead core/ML mass; keep the legacy feedback modes 2026-07-21 12:48:27 +02:00
test_mlp_inference.cpp feat(nisps/ml): MLP library with fixed-architecture template + spread-aware RL (meml-wmh) 2026-04-29 15:55:43 +03:00
test_mlp_init.cpp feat(nisps/ml): MLP library with fixed-architecture template + spread-aware RL (meml-wmh) 2026-04-29 15:55:43 +03:00
test_mlp_jolt.cpp feat(slp-workshop): new MEMLCelium-based mode + port Jolt & OU-noise RL learning 2026-06-28 22:15:36 +02:00
test_mlp_loss.cpp feat(nisps/ml): MLP library with fixed-architecture template + spread-aware RL (meml-wmh) 2026-04-29 15:55:43 +03:00
test_mlp_ou_noise.cpp feat(slp-workshop): new MEMLCelium-based mode + port Jolt & OU-noise RL learning 2026-06-28 22:15:36 +02:00
test_mlp_rl.cpp feat(nisps/ml): MLP library with fixed-architecture template + spread-aware RL (meml-wmh) 2026-04-29 15:55:43 +03:00
test_mlp_serialize.cpp feat(nisps/ml): MLP library with fixed-architecture template + spread-aware RL (meml-wmh) 2026-04-29 15:55:43 +03:00
test_mlp_storage_defaults.cpp fix(ml): one named example capacity; train() and trainAsync() no longer diverge 2026-07-21 13:22:38 +02:00
test_mlp_storage_parity.cpp feat(wasm)!: P2.2 — nisps_ml_create honours dims; runtime-shaped browser MLP + reshape 2026-07-14 03:38:06 +02:00
test_mlp_training.cpp feat: curve truth, DriverConfig, real telemetry, engine benchmark 2026-07-21 22:02:23 +02:00
test_mode_breakor_events.cpp test(nisps/modes): host C++ tests for stream 4 mode layer (meml-beb) 2026-04-29 16:27:03 +03:00
test_mode_concepts.cpp feat(slp-workshop): new MEMLCelium-based mode + port Jolt & OU-noise RL learning 2026-06-28 22:15:36 +02:00
test_mode_curve_overrides.cpp feat: curve truth, DriverConfig, real telemetry, engine benchmark 2026-07-21 22:02:23 +02:00
test_mode_driver_config.cpp feat: curve truth, DriverConfig, real telemetry, engine benchmark 2026-07-21 22:02:23 +02:00
test_mode_learning.cpp feat(slp-workshop): new MEMLCelium-based mode + port Jolt & OU-noise RL learning 2026-06-28 22:15:36 +02:00
test_mode_paf_synth.cpp feat(modes): ModeBase input-pin API for single/dual joystick 2026-06-28 21:17:51 +02:00
test_mode_voice_space.cpp test(nisps/modes): host C++ tests for stream 4 mode layer (meml-beb) 2026-04-29 16:27:03 +03:00
test_pipeline.cpp feat(pipeline)!: P4 core — input/output chains + curve catalog in nisps/ 2026-07-18 11:52:53 +02:00
test_ring_buffer.cpp feat: nisps build + host test harness 2026-04-29 15:22:01 +03:00
test_rng.cpp feat: nisps build + host test harness 2026-04-29 15:22:01 +03:00
test_vcv_iml_parity.cpp feat(vcv): reunify module onto core MLP — thin iml.hpp adapter (P6) 2026-07-18 13:01:28 +02:00