#include #include "sim.hpp" #include "mgr.hpp" #include "types.hpp" #include #include #include #include using namespace madrona; using namespace madrona::viz; static HeapArray readReplayLog(const char *path) { std::ifstream replay_log(path, std::ios::binary); replay_log.seekg(0, std::ios::end); int64_t size = replay_log.tellg(); replay_log.seekg(0, std::ios::beg); HeapArray log(size / sizeof(float)); replay_log.read((char *)log.data(), (size / sizeof(float)) * sizeof(float)); return log; } int main(int argc, char *argv[]) { using namespace madrona_gpudrive; constexpr int64_t num_views = 2; uint32_t num_worlds = 1; if (argc >= 2) { num_worlds = (uint32_t)atoi(argv[1]); } ExecMode exec_mode = ExecMode::CPU; if (argc >= 3) { if (!strcmp("--cpu", argv[2])) { exec_mode = ExecMode::CPU; } else if (!strcmp("--cuda", argv[2])) { exec_mode = ExecMode::CUDA; } } const char *replay_log_path = nullptr; if (argc >= 4) { replay_log_path = argv[3]; } std::optional> replay_log; uint32_t cur_replay_step = 0; uint32_t num_replay_steps = 0; if (replay_log_path != nullptr) { replay_log = readReplayLog(replay_log_path); num_replay_steps = replay_log->size() / (num_worlds * num_views * 4); } bool enable_batch_renderer = #ifdef MADRONA_MACOS false; #else true; #endif WindowManager wm {}; WindowHandle window = wm.makeWindow("GPUDrive", 1920, 1080); render::GPUHandle render_gpu = wm.initGPU(0, { window.get() }); Manager mgr({ .execMode = exec_mode, .gpuID = 0, .scenes = {"../data/processed/examples/tfrecord-00001-of-01000_307.json"}, .params = { .polylineReductionThreshold = 1.0, .observationRadius = 100.0, .maxNumControlledAgents = 0 }, .enableBatchRenderer = enable_batch_renderer, .extRenderAPI = wm.gpuAPIManager().backend(), .extRenderDev = render_gpu.device(), }); madrona::CountT stepCtr = 0; // math::Quat initial_camera_rotation = math::Quat::angleAxis(0, math::up).normalize(); math::Quat initial_camera_rotation = (math::Quat::angleAxis(0, math::up) * math::Quat::angleAxis(-math::pi / 2.f, math::right)).normalize(); Viewer viewer(mgr.getRenderManager(), window.get(), { .numWorlds = num_worlds, .simTickRate = 20, .cameraMoveSpeed = 20.f, .cameraPosition = 100.f * math::up, .cameraRotation = initial_camera_rotation, }); auto replayStep = [&]() { if (cur_replay_step == num_replay_steps - 1) { return true; } printf("Step: %u\n", cur_replay_step); for (uint32_t i = 0; i < num_worlds; i++) { for (uint32_t j = 0; j < num_views; j++) { uint32_t base_idx = 0; base_idx = 4 * (cur_replay_step * num_views * num_worlds + i * num_views + j); auto acceleration = (*replay_log)[base_idx]; auto steering = (*replay_log)[base_idx + 1]; auto headAngle = (*replay_log)[base_idx + 2]; printf("%d, %d: %f %f %f\n", i, j, acceleration, steering, headAngle); mgr.setAction(i, j, acceleration, steering, headAngle); } } cur_replay_step++; return false; }; auto self_printer = mgr.selfObservationTensor().makePrinter(); auto partner_printer = mgr.partnerObservationsTensor().makePrinter(); auto lidar_printer = mgr.lidarTensor().makePrinter(); auto steps_remaining_printer = mgr.stepsRemainingTensor().makePrinter(); auto reward_printer = mgr.rewardTensor().makePrinter(); auto printObs = [&]() { printf("Self\n"); self_printer.print(); printf("Partner\n"); partner_printer.print(); printf("Lidar\n"); lidar_printer.print(); printf("Steps Remaining\n"); steps_remaining_printer.print(); printf("Reward\n"); reward_printer.print(); printf("\n"); }; viewer.loop( [&mgr](CountT world_idx, const Viewer::UserInput &input) { using Key = Viewer::KeyboardKey; if (input.keyHit(Key::R)) { mgr.reset({(int)world_idx}); } (void)world_idx; }, [&mgr](CountT world_idx, CountT agent_idx, const Viewer::UserInput &input) { using Key = Viewer::KeyboardKey; float steering{0}; const float steeringDelta{math::pi / 8}; float acceleration{0}; const float accelerationDelta{1}; bool shift_pressed = input.keyPressed(Key::Shift); if (input.keyPressed(Key::W)) { acceleration += accelerationDelta; } if (input.keyPressed(Key::S)) { acceleration -= accelerationDelta; } if (input.keyPressed(Key::D)) { steering += steeringDelta; } if (input.keyPressed(Key::A)) { steering -= steeringDelta; } mgr.setAction(world_idx, agent_idx, acceleration, steering, 0); }, [&]() { if (replay_log.has_value()) { bool replay_finished = replayStep(); if (replay_finished) { viewer.stopLoop(); } } mgr.step(); stepCtr++; if(stepCtr % consts::episodeLen == 0) { mgr.reset({0}); } // printObs(); }, []() {}); }