feat(slp-workshop): new MEMLCelium-based mode + port Jolt & OU-noise RL learning
New SLP-Workshop firmware variant (Synth Library Portland), built on the
MEMLCelium engine + MLP shape. Ports the two post-fork learning-algorithm
changes from upstream memllib InterfaceRL into the shared nisps/ml core,
runtime-configurable (no compile-time switch), inert by default:
- nisps/ml/jolt.hpp: Jolt — held continuous weight morph over the flat
weight buffer + post-release LR ramp (kJolt* constants verbatim).
- nisps/ml/ou_noise.hpp: OUNoise<N> — Ornstein-Uhlenbeck exploration walk
on the output vector (theta=0.02, dt=0.001, kMaxAmplitude=0.65).
Both wired into ModeBase so every mode gains jolt_press/jolt_release/
jolt_lr_scale + set_explore_intensity; gated so existing modes stay
bit-identical (parity + golden tests green). Firmware surfaces them on
TogB1 (Jolt) and RVX1 (explore). New SLPWorkshopMode mode + schema +
codegen; firmware alias + .ino variant; playground mode registration.
Tests: jolt + OU unit tests, ModeBase learning integration incl. an
inert-parity test proving SLP-Workshop == MEMLCelium with features off.
Verified: cpp tests, wasm build, native↔wasm parity, lint, codegen
golden, playground typecheck. Firmware compile/e2e/hardware are
environment-bound (no arduino-cli/submodules/browser here).
Refs ergo 019f0fca.
2026-06-28 22:15:36 +02:00
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// AUTOGENERATED — do not edit. Source: schemas/modes/slp_workshop.json. Run `bun run codegen/generate.ts` to regenerate.
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#ifndef NISPS_GENERATED_SLP_WORKSHOP_SCHEMA_HPP
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#define NISPS_GENERATED_SLP_WORKSHOP_SCHEMA_HPP
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#include "schema_types.hpp"
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refactor(codegen): codegen owns mode identity, per-mode schemas and net dims
Phase 3 (S1, S5, S6, S25, L11, L37, ST11, ST12). Behaviour-preserving by
construction: the diff on the generated directories is PURELY ADDITIVE (217
insertions, 0 deletions), so no emitted constant changed value. This moves where
truth lives; it does not change what truth says.
- S5: nine mode headers each carried a mechanically identical 12-field
positional ParamSchema aggregate. codegen now emits one
`inline constexpr ParamSchema k<Mode>Schema` per mode, and the struct itself
moved into generated/schema_types.hpp. Each param_schema() is a one-line
return.
- S6 + S25: every mode hand-typed its net shape a second time as MLP template
args, duplicating the schema's own dims. codegen emits a `<Mode>MLP` alias
built from the already-emitted constants (not re-literalled), and all nine
modes use it. NMaxExamples still defaults from kDefaultMaxExamples (Phase 2).
- S1: model.ts hand-imported all nine schemas by name and hand-paired each with
its overlay — so the SET of modes was hand-maintained and could silently drift
from codegen. codegen now emits ALL_MODE_SCHEMAS; SCHEMA_MODE_OVERLAYS is
purely display truth (label/glyph/css/order), which stays hand-curated.
- L37: deleted the hand-written modeEngineId switch, which duplicated
schema.engine_id and silently defaulted unknown modes to 'thru'. Routes on
MFMode.engineId with exactly one documented exception: sound_analysis_midi
declares engine_id 'thru' because its ModeBase audio slot really is
NoOpEngine, while it separately drives the real AnalysisEngine.
- L11: ExternalSynthMIDIMode's shape was literal in two places; now named once
in an ext_synth_defaults namespace with an ExtSynthMIDIMLP alias. Full folding
into the JSON pipeline is NOT done and the reason is recorded in-file: it is a
template family over an externally-supplied Device and variable NOut, with no
single (device, NOut) schema to author.
- ST12: extracted codegen/lib.ts for the helpers both generators duplicated, and
corrected the comment that claimed they had to be separate. Proof the
extraction was behaviour-free: regenerating the MIDI-device outputs produces a
byte-identical tree.
- ST11: deleted codegen/templates/ — dead "reference" files no generator reads,
already drifted from the real emitters.
Gates: run-all-tests.sh ALL GREEN; codegen idempotent (re-running both
generators yields no further diff), which is what CI's dirty-diff gate checks.
2026-07-21 14:02:23 +02:00
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#include "../../ml/mlp.hpp"
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feat(slp-workshop): new MEMLCelium-based mode + port Jolt & OU-noise RL learning
New SLP-Workshop firmware variant (Synth Library Portland), built on the
MEMLCelium engine + MLP shape. Ports the two post-fork learning-algorithm
changes from upstream memllib InterfaceRL into the shared nisps/ml core,
runtime-configurable (no compile-time switch), inert by default:
- nisps/ml/jolt.hpp: Jolt — held continuous weight morph over the flat
weight buffer + post-release LR ramp (kJolt* constants verbatim).
- nisps/ml/ou_noise.hpp: OUNoise<N> — Ornstein-Uhlenbeck exploration walk
on the output vector (theta=0.02, dt=0.001, kMaxAmplitude=0.65).
Both wired into ModeBase so every mode gains jolt_press/jolt_release/
jolt_lr_scale + set_explore_intensity; gated so existing modes stay
bit-identical (parity + golden tests green). Firmware surfaces them on
TogB1 (Jolt) and RVX1 (explore). New SLPWorkshopMode mode + schema +
codegen; firmware alias + .ino variant; playground mode registration.
Tests: jolt + OU unit tests, ModeBase learning integration incl. an
inert-parity test proving SLP-Workshop == MEMLCelium with features off.
Verified: cpp tests, wasm build, native↔wasm parity, lint, codegen
golden, playground typecheck. Firmware compile/e2e/hardware are
environment-bound (no arduino-cli/submodules/browser here).
Refs ergo 019f0fca.
2026-06-28 22:15:36 +02:00
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namespace nisps::modes::generated {
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inline constexpr std::string_view kSlpWorkshopModeId = "slp_workshop";
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inline constexpr std::string_view kSlpWorkshopEngineId = "memlcelium";
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inline constexpr std::array<std::string_view, 4> kSlpWorkshopInputChannels = {{
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"joy_x",
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"joy_y",
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"joy_z",
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"joy_w",
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}};
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inline constexpr std::array<std::size_t, 3> kSlpWorkshopHiddenLayers = {{
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10u,
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14u,
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18u,
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}};
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inline constexpr MLConfig kSlpWorkshopMLConfig = {
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4u,
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56u,
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0.6f,
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};
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inline constexpr std::size_t kSlpWorkshopParamCount = 56u;
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inline constexpr std::array<Param, kSlpWorkshopParamCount> kSlpWorkshopParams = {{
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Param{
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"seq0_ratio0",
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"Seq0 Ratio 0",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"sequencer",
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},
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Param{
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"seq0_ratio1",
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"Seq0 Ratio 1",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"sequencer",
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},
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Param{
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"seq0_ratio2",
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"Seq0 Ratio 2",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"sequencer",
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},
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Param{
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"seq0_phasor_mul",
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"Seq0 Phasor Mul",
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0.0f,
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1.0f,
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0.0f,
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Curve::linear,
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"sequencer",
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},
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Param{
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"seq0_phase_off",
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"Seq0 Phase Off",
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0.0f,
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1.0f,
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0.0f,
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Curve::linear,
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"sequencer",
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},
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Param{
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"seq0_amp0",
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"Seq0 Amp 0",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"sequencer",
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},
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Param{
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"seq0_amp1",
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"Seq0 Amp 1",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"sequencer",
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},
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Param{
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"seq1_ratio0",
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"Seq1 Ratio 0",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"sequencer",
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},
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Param{
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"seq1_ratio1",
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"Seq1 Ratio 1",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"sequencer",
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},
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Param{
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"seq1_ratio2",
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"Seq1 Ratio 2",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"sequencer",
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},
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Param{
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"seq1_phasor_mul",
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"Seq1 Phasor Mul",
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0.0f,
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1.0f,
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0.0f,
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Curve::linear,
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"sequencer",
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},
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Param{
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"seq1_phase_off",
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"Seq1 Phase Off",
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0.0f,
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1.0f,
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0.0f,
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Curve::linear,
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"sequencer",
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},
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Param{
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"seq1_amp0",
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"Seq1 Amp 0",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"sequencer",
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},
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Param{
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"seq1_amp1",
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"Seq1 Amp 1",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"sequencer",
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},
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Param{
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"v0_base_freq",
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"V0 Base Freq",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"v0_synth",
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},
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Param{
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"v0_paf0_cf",
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"V0 PAF0 CF",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"v0_synth",
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},
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Param{
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"v0_paf1_cf",
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"V0 PAF1 CF",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"v0_synth",
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},
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Param{
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"v0_paf2_cf",
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"V0 PAF2 CF",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"v0_synth",
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},
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Param{
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"v0_paf0_bw",
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"V0 PAF0 BW",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"v0_synth",
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},
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Param{
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"v0_paf1_bw",
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"V0 PAF1 BW",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"v0_synth",
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},
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Param{
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"v0_paf2_bw",
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"V0 PAF2 BW",
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0.0f,
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1.0f,
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0.5f,
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Curve::linear,
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"v0_synth",
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},
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Param{
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"v0_paf_vib",
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"V0 PAF Vib",
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0.0f,
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1.0f,
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|
0.0f,
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Curve::square,
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|
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"v0_synth",
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},
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Param{
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"v0_paf_vfr",
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"V0 PAF Vib Rate",
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0.0f,
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1.0f,
|
|
|
|
|
0.5f,
|
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|
|
|
Curve::square,
|
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|
"v0_synth",
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},
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Param{
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"v0_paf0_shift",
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|
|
"V0 PAF0 Shift",
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|
0.0f,
|
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|
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|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v0_synth",
|
|
|
|
|
},
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|
|
|
|
Param{
|
|
|
|
|
"v0_paf1_shift",
|
|
|
|
|
"V0 PAF1 Shift",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v0_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
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|
"v0_paf2_shift",
|
|
|
|
|
"V0 PAF2 Shift",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v0_synth",
|
|
|
|
|
},
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|
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|
|
Param{
|
|
|
|
|
"v0_amp_attack",
|
|
|
|
|
"V0 Amp Attack",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.0f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v0_env",
|
|
|
|
|
},
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|
|
|
|
Param{
|
|
|
|
|
"v0_amp_decay",
|
|
|
|
|
"V0 Amp Decay",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.3f,
|
|
|
|
|
Curve::square,
|
|
|
|
|
"v0_env",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v0_amp_sustain",
|
|
|
|
|
"V0 Amp Sustain",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v0_env",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v0_amp_release",
|
|
|
|
|
"V0 Amp Release",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.3f,
|
|
|
|
|
Curve::square,
|
|
|
|
|
"v0_env",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v0_pitch_attack",
|
|
|
|
|
"V0 Pitch Attack",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.0f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v0_env",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v0_pitch_decay",
|
|
|
|
|
"V0 Pitch Decay",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.3f,
|
|
|
|
|
Curve::square,
|
|
|
|
|
"v0_env",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v0_pitch_emph",
|
|
|
|
|
"V0 Pitch Emph",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.0f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v0_env",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v0_shape_gain",
|
|
|
|
|
"V0 Shape Gain",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.0f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v0_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v0_shape_asym",
|
|
|
|
|
"V0 Shape Asym",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.0f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v0_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v0_shape_mix",
|
|
|
|
|
"V0 Shape Mix",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.0f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v0_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v0_rm_gain",
|
|
|
|
|
"V0 RingMod Gain",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.0f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v0_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_base_freq",
|
|
|
|
|
"V1 Base Freq",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_detune1",
|
|
|
|
|
"V1 Detune 1",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.0f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_detune2",
|
|
|
|
|
"V1 Detune 2",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.0f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_paf0_cf",
|
|
|
|
|
"V1 PAF0 CF",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_paf1_cf",
|
|
|
|
|
"V1 PAF1 CF",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_paf2_cf",
|
|
|
|
|
"V1 PAF2 CF",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_paf0_bw",
|
|
|
|
|
"V1 PAF0 BW",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_paf1_bw",
|
|
|
|
|
"V1 PAF1 BW",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_paf2_bw",
|
|
|
|
|
"V1 PAF2 BW",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_paf0_shift",
|
|
|
|
|
"V1 PAF0 Shift",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_paf1_shift",
|
|
|
|
|
"V1 PAF1 Shift",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_paf2_shift",
|
|
|
|
|
"V1 PAF2 Shift",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_synth",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_amp_attack",
|
|
|
|
|
"V1 Amp Attack",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.0f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_env",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_amp_decay",
|
|
|
|
|
"V1 Amp Decay",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.3f,
|
|
|
|
|
Curve::square,
|
|
|
|
|
"v1_env",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_amp_sustain",
|
|
|
|
|
"V1 Amp Sustain",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.5f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_env",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_amp_release",
|
|
|
|
|
"V1 Amp Release",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.3f,
|
|
|
|
|
Curve::square,
|
|
|
|
|
"v1_env",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_pitch_attack",
|
|
|
|
|
"V1 Pitch Attack",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.0f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_env",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_pitch_decay",
|
|
|
|
|
"V1 Pitch Decay",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.3f,
|
|
|
|
|
Curve::square,
|
|
|
|
|
"v1_env",
|
|
|
|
|
},
|
|
|
|
|
Param{
|
|
|
|
|
"v1_pitch_emph",
|
|
|
|
|
"V1 Pitch Emph",
|
|
|
|
|
0.0f,
|
|
|
|
|
1.0f,
|
|
|
|
|
0.0f,
|
|
|
|
|
Curve::linear,
|
|
|
|
|
"v1_env",
|
|
|
|
|
},
|
|
|
|
|
}};
|
|
|
|
|
|
|
|
|
|
inline constexpr std::size_t kSlpWorkshopVoiceSpaceCount = 1u;
|
|
|
|
|
inline constexpr std::array<std::string_view, kSlpWorkshopVoiceSpaceCount> kSlpWorkshopVoiceSpaces = {{
|
|
|
|
|
"Direct",
|
|
|
|
|
}};
|
|
|
|
|
|
|
|
|
|
inline constexpr UIConfig kSlpWorkshopUI = {
|
|
|
|
|
PrimaryInput::XYPad,
|
|
|
|
|
false,
|
|
|
|
|
true,
|
|
|
|
|
};
|
|
|
|
|
|
refactor(codegen): codegen owns mode identity, per-mode schemas and net dims
Phase 3 (S1, S5, S6, S25, L11, L37, ST11, ST12). Behaviour-preserving by
construction: the diff on the generated directories is PURELY ADDITIVE (217
insertions, 0 deletions), so no emitted constant changed value. This moves where
truth lives; it does not change what truth says.
- S5: nine mode headers each carried a mechanically identical 12-field
positional ParamSchema aggregate. codegen now emits one
`inline constexpr ParamSchema k<Mode>Schema` per mode, and the struct itself
moved into generated/schema_types.hpp. Each param_schema() is a one-line
return.
- S6 + S25: every mode hand-typed its net shape a second time as MLP template
args, duplicating the schema's own dims. codegen emits a `<Mode>MLP` alias
built from the already-emitted constants (not re-literalled), and all nine
modes use it. NMaxExamples still defaults from kDefaultMaxExamples (Phase 2).
- S1: model.ts hand-imported all nine schemas by name and hand-paired each with
its overlay — so the SET of modes was hand-maintained and could silently drift
from codegen. codegen now emits ALL_MODE_SCHEMAS; SCHEMA_MODE_OVERLAYS is
purely display truth (label/glyph/css/order), which stays hand-curated.
- L37: deleted the hand-written modeEngineId switch, which duplicated
schema.engine_id and silently defaulted unknown modes to 'thru'. Routes on
MFMode.engineId with exactly one documented exception: sound_analysis_midi
declares engine_id 'thru' because its ModeBase audio slot really is
NoOpEngine, while it separately drives the real AnalysisEngine.
- L11: ExternalSynthMIDIMode's shape was literal in two places; now named once
in an ext_synth_defaults namespace with an ExtSynthMIDIMLP alias. Full folding
into the JSON pipeline is NOT done and the reason is recorded in-file: it is a
template family over an externally-supplied Device and variable NOut, with no
single (device, NOut) schema to author.
- ST12: extracted codegen/lib.ts for the helpers both generators duplicated, and
corrected the comment that claimed they had to be separate. Proof the
extraction was behaviour-free: regenerating the MIDI-device outputs produces a
byte-identical tree.
- ST11: deleted codegen/templates/ — dead "reference" files no generator reads,
already drifted from the real emitters.
Gates: run-all-tests.sh ALL GREEN; codegen idempotent (re-running both
generators yields no further diff), which is what CI's dirty-diff gate checks.
2026-07-21 14:02:23 +02:00
|
|
|
using SlpWorkshopMLP = ::nisps::ml::MLP<kSlpWorkshopMLConfig.input_size, kSlpWorkshopHiddenLayers[0], kSlpWorkshopHiddenLayers[1], kSlpWorkshopHiddenLayers[2], kSlpWorkshopMLConfig.output_size>;
|
|
|
|
|
|
|
|
|
|
inline constexpr ::nisps::ParamSchema kSlpWorkshopSchema = {
|
|
|
|
|
kSlpWorkshopModeId,
|
|
|
|
|
kSlpWorkshopEngineId,
|
|
|
|
|
std::span<const std::string_view>(kSlpWorkshopInputChannels),
|
|
|
|
|
kSlpWorkshopMLConfig.input_size,
|
|
|
|
|
std::span<const std::size_t>(kSlpWorkshopHiddenLayers),
|
|
|
|
|
kSlpWorkshopMLConfig.output_size,
|
|
|
|
|
kSlpWorkshopMLConfig.default_spread,
|
|
|
|
|
std::span<const Param>(kSlpWorkshopParams),
|
|
|
|
|
std::span<const std::string_view>(kSlpWorkshopVoiceSpaces),
|
|
|
|
|
kSlpWorkshopUI,
|
|
|
|
|
};
|
|
|
|
|
|
feat(slp-workshop): new MEMLCelium-based mode + port Jolt & OU-noise RL learning
New SLP-Workshop firmware variant (Synth Library Portland), built on the
MEMLCelium engine + MLP shape. Ports the two post-fork learning-algorithm
changes from upstream memllib InterfaceRL into the shared nisps/ml core,
runtime-configurable (no compile-time switch), inert by default:
- nisps/ml/jolt.hpp: Jolt — held continuous weight morph over the flat
weight buffer + post-release LR ramp (kJolt* constants verbatim).
- nisps/ml/ou_noise.hpp: OUNoise<N> — Ornstein-Uhlenbeck exploration walk
on the output vector (theta=0.02, dt=0.001, kMaxAmplitude=0.65).
Both wired into ModeBase so every mode gains jolt_press/jolt_release/
jolt_lr_scale + set_explore_intensity; gated so existing modes stay
bit-identical (parity + golden tests green). Firmware surfaces them on
TogB1 (Jolt) and RVX1 (explore). New SLPWorkshopMode mode + schema +
codegen; firmware alias + .ino variant; playground mode registration.
Tests: jolt + OU unit tests, ModeBase learning integration incl. an
inert-parity test proving SLP-Workshop == MEMLCelium with features off.
Verified: cpp tests, wasm build, native↔wasm parity, lint, codegen
golden, playground typecheck. Firmware compile/e2e/hardware are
environment-bound (no arduino-cli/submodules/browser here).
Refs ergo 019f0fca.
2026-06-28 22:15:36 +02:00
|
|
|
} // namespace nisps::modes::generated
|
|
|
|
|
|
|
|
|
|
#endif // NISPS_GENERATED_SLP_WORKSHOP_SCHEMA_HPP
|