// #include "src/memllib/interface/InterfaceBase.hpp" #include "display.hpp" #include "src/memllib/audio/AudioAppBase.hpp" #include "src/memllib/audio/AudioDriver.hpp" #include "src/memllib/hardware/memlnaut/MEMLNaut.hpp" #include #include "IMLInterface.hpp" #include "interfaceRL.hpp" #include "hardware/structs/bus_ctrl.h" #include "PAFSynthAudioApp.hpp" #define APP_SRAM __not_in_flash("app") display APP_SRAM scr; bool core1_disable_systick = true; bool core1_separate_stack = true; uint32_t get_rosc_entropy_seed(int bits) { uint32_t seed = 0; for (int i = 0; i < bits; ++i) { // Wait for a bit of time to allow jitter to accumulate busy_wait_us_32(5); // Pull LSB from ROSC rand output seed <<= 1; seed |= (rosc_hw->randombit & 1); } return seed; } // Global objects std::shared_ptr APP_SRAM interfaceIML; std::shared_ptr APP_SRAM RLInterface; std::shared_ptr __scratch_y("audio") audio_app; // Inter-core communication volatile bool APP_SRAM core_0_ready = false; volatile bool APP_SRAM core_1_ready = false; volatile bool APP_SRAM serial_ready = false; volatile bool APP_SRAM interface_ready = false; // We're only bound to the joystick inputs (x, y, rotate) constexpr size_t kN_InputParams = 3; // Add these macros near other globals #define MEMORY_BARRIER() __sync_synchronize() #define WRITE_VOLATILE(var, val) do { MEMORY_BARRIER(); (var) = (val); MEMORY_BARRIER(); } while (0) #define READ_VOLATILE(var) ({ MEMORY_BARRIER(); typeof(var) __temp = (var); MEMORY_BARRIER(); __temp; }) void bind_RL_interface(std::shared_ptr interface) { // Set up momentary switch callbacks MEMLNaut::Instance()->setMomA1Callback([interface] () { static APP_SRAM std::vector msgs = {"Wow, incredible", "Awesome", "That's amazing", "Unbelievable+","I love it!!","More of this","Yes!!!!","A-M-A-Z-I-N-G"}; String msg = msgs[rand() % msgs.size()]; interface->storeExperience(1.f); Serial.println(msg); scr.post(msg); }); MEMLNaut::Instance()->setMomA2Callback([interface] () { static APP_SRAM std::vector msgs = {"Awful!","wtf? that sucks","Get rid of this sound","Totally shite","I hate this","Why even bother?","New sound please!","No, please no!!!","Thumbs down"}; String msg = msgs[rand() % msgs.size()]; interface->storeExperience(-1.f); Serial.println(msg); scr.post(msg); }); MEMLNaut::Instance()->setMomB1Callback([interface] () { interface->randomiseTheActor(); interface->generateAction(true); Serial.println("The Actor is confused"); scr.post("Actor: i'm confused"); }); MEMLNaut::Instance()->setMomB2Callback([interface] () { interface->randomiseTheCritic(); interface->generateAction(true); Serial.println("The Critic is confounded"); scr.post("Critic: totally confounded"); }); // Set up ADC callbacks MEMLNaut::Instance()->setJoyXCallback([interface] (float value) { interface->setState(0, value); }); MEMLNaut::Instance()->setJoyYCallback([interface] (float value) { interface->setState(1, value); }); MEMLNaut::Instance()->setJoyZCallback([interface] (float value) { interface->setState(2, value); }); MEMLNaut::Instance()->setRVGain1Callback([interface] (float value) { AudioDriver::setDACVolume(value); }); MEMLNaut::Instance()->setRVX1Callback([interface] (float value) { size_t divisor = 1 + (value * 100); String msg = "Optimise every " + String(divisor); scr.post(msg); interface->setOptimiseDivisor(divisor); Serial.println(msg); }); // Set up loop callback MEMLNaut::Instance()->setLoopCallback([interface] () { interface->optimiseSometimes(); interface->generateAction(); }); } void bind_IML_interface(std::shared_ptr interface) { // Set up momentary switch callbacks MEMLNaut::Instance()->setMomA1Callback([interface] () { interface->Randomise(); }); MEMLNaut::Instance()->setMomA2Callback([interface] () { interface->ClearData(); }); // Set up toggle switch callbacks MEMLNaut::Instance()->setTogA1Callback([interface] (bool state) { interface->SetTrainingMode(state ? IMLInterface::TRAINING_MODE : IMLInterface::INFERENCE_MODE); }); MEMLNaut::Instance()->setJoySWCallback([interface] (bool state) { interface->SaveInput(state ? IMLInterface::STORE_VALUE_MODE : IMLInterface::STORE_POSITION_MODE); }); // Set up ADC callbacks MEMLNaut::Instance()->setJoyXCallback([interface] (float value) { interface->SetInput(0, value); }); MEMLNaut::Instance()->setJoyYCallback([interface] (float value) { interface->SetInput(1, value); }); MEMLNaut::Instance()->setJoyZCallback([interface] (float value) { interface->SetInput(2, value); }); MEMLNaut::Instance()->setRVZ1Callback([interface] (float value) { // Scale value from 0-1 range to 1-3000 value = 1.0f + (value * 2999.0f); interface->SetIterations(static_cast(value)); }); // Set up loop callback MEMLNaut::Instance()->setLoopCallback([interface] () { interface->ProcessInput(); }); MEMLNaut::Instance()->setRVGain1Callback([interface] (float value) { AudioDriver::setDACVolume(value); }); } enum MLMODES {IML, RL}; MLMODES APP_SRAM mlMode = RL; struct repeating_timer APP_SRAM timerDisplay; inline bool __not_in_flash_func(displayUpdate)(__unused struct repeating_timer *t) { scr.update(); return true; } void setup() { scr.setup(); bus_ctrl_hw->priority = BUSCTRL_BUS_PRIORITY_DMA_W_BITS | BUSCTRL_BUS_PRIORITY_DMA_R_BITS | BUSCTRL_BUS_PRIORITY_PROC1_BITS; uint32_t seed = get_rosc_entropy_seed(32); srand(seed); Serial.begin(115200); // while (!Serial) {} Serial.println("Serial initialised."); WRITE_VOLATILE(serial_ready, true); // Setup board MEMLNaut::Initialize(); pinMode(33, OUTPUT); switch(mlMode) { case IML: { { auto temp_interface = std::make_shared(); temp_interface->setup(kN_InputParams, PAFSynthAudioApp::kN_Params); MEMORY_BARRIER(); interfaceIML = temp_interface; MEMORY_BARRIER(); } // Setup interface with memory barrier protection WRITE_VOLATILE(interface_ready, true); // Bind interface after ensuring it's fully initialized bind_IML_interface(interfaceIML); Serial.println("Bound IML interface to MEMLNaut."); } break; case RL: { { auto temp_interface = std::make_shared(); temp_interface->setup(kN_InputParams, PAFSynthAudioApp::kN_Params); MEMORY_BARRIER(); RLInterface = temp_interface; MEMORY_BARRIER(); } // Setup interface with memory barrier protection WRITE_VOLATILE(interface_ready, true); // Bind interface after ensuring it's fully initialized bind_RL_interface(RLInterface); Serial.println("Bound RL interface to MEMLNaut."); } break; } WRITE_VOLATILE(core_0_ready, true); while (!READ_VOLATILE(core_1_ready)) { MEMORY_BARRIER(); delay(1); } scr.post("MEMLNaut: let's go!"); add_repeating_timer_ms(-39, displayUpdate, NULL, &timerDisplay); Serial.println("Finished initialising core 0."); } void loop() { MEMLNaut::Instance()->loop(); static int AUDIO_MEM blip_counter = 0; if (blip_counter++ > 100) { blip_counter = 0; Serial.println("."); // Blink LED digitalWrite(33, HIGH); } else { // Un-blink LED digitalWrite(33, LOW); } delay(10); // Add a small delay to avoid flooding the serial output } void setup1() { while (!READ_VOLATILE(serial_ready)) { MEMORY_BARRIER(); delay(1); } while (!READ_VOLATILE(interface_ready)) { MEMORY_BARRIER(); delay(1); } // Create audio app with memory barrier protection { auto temp_audio_app = std::make_shared(); std::shared_ptr selectedInterface; if (mlMode == IML) { selectedInterface = std::dynamic_pointer_cast(interfaceIML); } else { selectedInterface = std::dynamic_pointer_cast(RLInterface); } temp_audio_app->Setup(AudioDriver::GetSampleRate(), selectedInterface); // temp_audio_app->Setup(AudioDriver::GetSampleRate(), dynamic_cast> (mlMode == IML ? interfaceIML : RLInterface)); MEMORY_BARRIER(); audio_app = temp_audio_app; MEMORY_BARRIER(); } // Start audio driver AudioDriver::Setup(); WRITE_VOLATILE(core_1_ready, true); while (!READ_VOLATILE(core_0_ready)) { MEMORY_BARRIER(); delay(1); } Serial.println("Finished initialising core 1."); } void loop1() { // Audio app parameter processing loop audio_app->loop(); delay(1); }