From b4fd249d27c97e00d0b783d3dd9193bec36f06b0 Mon Sep 17 00:00:00 2001 From: Ryohei Sasaki Date: Mon, 25 May 2026 17:33:53 +0900 Subject: [PATCH] Add GPU kinodynamic graph-neural MPPI demo --- CMakeLists.txt | 4 + gif/gpu_kinodynamic_graph_neural_mppi.gif | Bin 0 -> 565788 bytes readme.md | 7 +- src/gpu_kinodynamic_graph_neural_mppi.cu | 947 ++++++++++++++++++++++ 4 files changed, 955 insertions(+), 3 deletions(-) create mode 100644 gif/gpu_kinodynamic_graph_neural_mppi.gif create mode 100644 src/gpu_kinodynamic_graph_neural_mppi.cu diff --git a/CMakeLists.txt b/CMakeLists.txt index 024c505..8de94c2 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -451,6 +451,10 @@ add_executable(gpu_graph_guided_neural_mppi src/gpu_graph_guided_neural_mppi.cu) target_link_libraries(gpu_graph_guided_neural_mppi ${OpenCV_LIBS}) target_compile_options(gpu_graph_guided_neural_mppi PRIVATE $<$:--expt-relaxed-constexpr>) +add_executable(gpu_kinodynamic_graph_neural_mppi src/gpu_kinodynamic_graph_neural_mppi.cu) +target_link_libraries(gpu_kinodynamic_graph_neural_mppi ${OpenCV_LIBS}) +target_compile_options(gpu_kinodynamic_graph_neural_mppi PRIVATE $<$:--expt-relaxed-constexpr --use_fast_math>) + add_executable(gpu_interaction_graph_risk src/gpu_interaction_graph_risk.cu) target_link_libraries(gpu_interaction_graph_risk ${OpenCV_LIBS}) target_compile_options(gpu_interaction_graph_risk PRIVATE $<$:--expt-relaxed-constexpr>) diff --git a/gif/gpu_kinodynamic_graph_neural_mppi.gif b/gif/gpu_kinodynamic_graph_neural_mppi.gif new file mode 100644 index 0000000000000000000000000000000000000000..f994edd09c726d3cd06ada6bca23009506df43f1 GIT binary patch literal 565788 zcmeEN`8(8K*#3NGGh+rb_TAXWKGtm2jGd$jm3>zVHAEq5X6##yHG~G)RfC9-v1Y9y zLMTc_QQB4ddVBwl_x<5q=UmtG(>dq4&-Fa_xo=y08)FlHBIFGC699lc009M2a2PKF zhDIUy5C{QYl(-m9T8B?oMM%~FE9;EVQk2xwP$x&pStQHbkj!kE%C;36b~);H)mnBn z>h>qZ9jb_qH?$TGOeF=v1$9gd}<-MbWuj!?|4B`4-W+M$@@b z(}k(#lB462ujf)qbj{XqWh%Rt8Xi09cho(ikcr%R2_ 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graph nodes | 90.2x EM; 193x spectral; 123x propagation; 106x CRF | | Black-box optimization | `gpu_cma_es` | 3 x 32,768 candidates x 10D | 1,254x objective eval | | Monte Carlo planning | `gpu_mcts_planner` | 64 scenes x 4096 rollouts x 48 horizon | 712x vs CPU | -| Learning-based planning | `gpu_diffusion_planner`, `gpu_diffusion_policy`, `gpu_diff_value_iteration_traversability`, `gpu_neural_astar_traversability`, `gpu_anytime_neural_astar_traversability`, `gpu_multigoal_neural_astar_traversability`, `gpu_spatiotemporal_neural_astar_traversability`, `gpu_experience_graph_neural_planner`, `gpu_graph_guided_neural_mppi` | 512 x 64 trajectories / 192x128 soft VI / 64x neural A* / 1536-node graph / 32768 MPPI rollouts | analytic score -> BC denoising policy; 747.4x learned-cost VI; 153.1x batched neural A*; 278.5x experience-graph A*; 1320.1x graph-guided MPPI | +| Learning-based planning | `gpu_diffusion_planner`, `gpu_diffusion_policy`, `gpu_diff_value_iteration_traversability`, `gpu_neural_astar_traversability`, `gpu_anytime_neural_astar_traversability`, `gpu_multigoal_neural_astar_traversability`, `gpu_spatiotemporal_neural_astar_traversability`, `gpu_experience_graph_neural_planner`, `gpu_graph_guided_neural_mppi`, `gpu_kinodynamic_graph_neural_mppi` | 512 x 64 trajectories / 192x128 soft VI / 64x neural A* / 1536-node graph / 32768 MPPI rollouts | analytic score -> BC denoising policy; 747.4x learned-cost VI; 153.1x batched neural A*; 278.5x experience-graph A*; 1320.1x graph-guided MPPI; 49.9x kinodynamic graph MPPI | | Voxel map (3D) | `comparison_voxel_map` | 256x256x32 | 58x per ray | | ESDF (2D/3D) | `comparison_esdf`, `comparison_esdf_3d` | 640K cells / 1.05M voxels | 53,404x / 86,613x | | LiDAR sim | `comparison_lidar_sim`, `comparison_lidar3d_sim`, `comparison_lidar3d_realistic` | 1M 2D / 131K 3D rays | + 5 physical effects (realistic) | @@ -80,8 +80,8 @@ Same algorithm on CPU and GPU — GPU enables orders of magnitude more particles | | | | **GPU spatiotemporal neural A* traversability (moving obstacle risk, max risk 1.94 -> 0.26, 106.5x vs CPU)** | **GPU learned experience graph planner (128 × 1536-node graph A*, 51.8% fewer expansions, 278.5x vs CPU)** | | | | -| **GPU graph-guided neural MPPI (32768 rollouts × H=72, cost 1430.31 -> 842.35, terminal 1.25 -> 0.15, 1320.1x vs CPU)** | | -| | | +| **GPU graph-guided neural MPPI (32768 rollouts × H=72, cost 1430.31 -> 842.35, terminal 1.25 -> 0.15, 1320.1x vs CPU)** | **GPU kinodynamic graph-neural MPPI (32768 nonholonomic rollouts × H=72, cost 1516.74 -> 851.11, terminal 5.11 -> 0.88, 49.9x vs CPU)** | +| | | | **GPU Multi-Robot Planner (200 robots, parallel BF distance fields)** | **Massive Collision Check (1M segments, 1,277x)** | | | | | **Massive RRT* Rewire (CPU 2K vs CUDA 200K nodes)** | **3D ESDF (32³ CPU vs 128²×64 CUDA, 86,613x)** | @@ -198,6 +198,7 @@ cd ros2_ws && colcon build --packages-select cuda_robotics | GPU spatiotemporal neural A* traversability | 64 batched 192x128 dynamic-risk neural A* queries, moving-obstacle max risk 1.94 -> 0.26, 80.9% fewer expansions than dynamic Dijkstra, **106.5x** vs CPU sequential spatiotemporal A* | | GPU learned experience graph planner | 128 batched 1536-node learned experience-graph A* queries, all queries reachable, 51.8% fewer expansions than graph Dijkstra, **278.5x** vs CPU sequential graph A* | | GPU graph-guided neural MPPI | 32768 rollouts x H=72 x guided/unguided batches, cost 1430.31 -> 842.35, terminal error 1.25 -> 0.15, route error 0.491 -> 0.045, **1320.1x** vs CPU equivalent rollout evaluation | +| GPU kinodynamic graph-neural MPPI | 32768 nonholonomic speed/steering rollouts x H=72 x guided/unguided batches, cost 1516.74 -> 851.11, terminal error 5.11 -> 0.88, route error 1.530 -> 0.252, **49.9x** vs CPU equivalent kinodynamic rollout evaluation | | GPU GNN swarm controller | 2048 agents x 3 message passes, 2.88 ms/control, **44.3x** vs CPU | | GPU reciprocal risk planner | 1024 agents x 9 actions x H=16, 4.05 ms/plan, **311.5x** vs CPU | | GPU assignment tracking | 128 scenes x 48 tracks x 72 detections, **14.0x** vs CPU | diff --git a/src/gpu_kinodynamic_graph_neural_mppi.cu b/src/gpu_kinodynamic_graph_neural_mppi.cu new file mode 100644 index 0000000..6f6a524 --- /dev/null +++ b/src/gpu_kinodynamic_graph_neural_mppi.cu @@ -0,0 +1,947 @@ +// gpu_kinodynamic_graph_neural_mppi.cu +// +// GPU kinodynamic graph-neural MPPI planner. +// +// A learned experience-graph route supplies a sparse global prior to an +// Ackermann-like nonholonomic MPPI rollout optimizer. Each CUDA thread +// evaluates one stochastic speed/steering sequence under learned traversability, +// dynamic obstacle risk, terminal goal error, heading alignment, and route +// tracking cost. The demo compares graph-neural guided MPPI against a +// goal-only kinodynamic MPPI baseline on the same scene. +// +// Output: gif/gpu_kinodynamic_graph_neural_mppi.gif + +#include +#include + +#include +#include +#include +#include +#include +#include +#include +#include + +#include "cuda_check.cuh" +#include "cuda_video.h" + +namespace cudabot { + +constexpr int FIELD_W = 192; +constexpr int FIELD_H = 128; +constexpr int FIELD_CELLS = FIELD_W * FIELD_H; +constexpr int GRAPH_W = 48; +constexpr int GRAPH_H = 32; +constexpr int ROLLOUTS = 32768; +constexpr int HORIZON = 72; +constexpr int SAMPLE_TRAJS = 96; +constexpr int GUIDE_POINTS = 18; +constexpr int THREADS = 256; +constexpr int PANEL_W = 960; +constexpr int PANEL_H = 620; +constexpr int HEADER_H = 44; +constexpr int FOOTER_H = 44; +constexpr int MAP_H = PANEL_H - HEADER_H - FOOTER_H; +constexpr int HALF_W = PANEL_W / 2; +constexpr int VIDEO_FPS = 10; + +constexpr float WORLD_W = 18.0f; +constexpr float WORLD_H = 11.0f; +constexpr float START_X = 0.85f; +constexpr float START_Y = 1.10f; +constexpr float START_THETA = 0.12f; +constexpr float GOAL_X = 17.15f; +constexpr float GOAL_Y = 9.55f; +constexpr float DT = 0.22f; +constexpr float PI_F = 3.14159265358979323846f; +constexpr float MIN_SPEED = 0.12f; +constexpr float MAX_SPEED = 1.48f; +constexpr float MAX_STEER = 0.62f; +constexpr float WHEEL_BASE = 1.62f; +constexpr float INF_COST = 1.0e20f; + +struct RolloutResult { + float cost; + float terminal_error; + float mean_risk; + float max_risk; + float mean_route_error; + float final_x; + float final_y; + int rollout_id; +}; + +struct Pose2 { + float x; + float y; + float theta; +}; + +__host__ __device__ static inline float clampf(float x, float lo, float hi) { + return fminf(hi, fmaxf(lo, x)); +} + +__host__ __device__ static inline float sqr(float x) { + return x * x; +} + +__host__ __device__ static inline float sigmoid(float x) { + return 1.0f / (1.0f + expf(-x)); +} + +__host__ __device__ static inline float fast_tanh(float x) { + return clampf(x / (1.0f + fabsf(x)), -1.0f, 1.0f); +} + +__host__ __device__ static inline float fast_sigmoid(float x) { + return clampf(0.5f + 0.5f * fast_tanh(0.5f * x), 0.0f, 1.0f); +} + +__host__ __device__ static inline float wrap_angle(float a) { + while (a > PI_F) a -= 2.0f * PI_F; + while (a < -PI_F) a += 2.0f * PI_F; + return a; +} + +__host__ __device__ static inline unsigned int hash_u32(unsigned int x) { + x ^= x >> 16; + x *= 0x7feb352du; + x ^= x >> 15; + x *= 0x846ca68bu; + x ^= x >> 16; + return x; +} + +__host__ __device__ static inline float hash_unit(int seed, int k, int channel) { + unsigned int x = static_cast(seed + 1) * 73856093u + ^ static_cast(k + 3) * 19349663u + ^ static_cast(channel + 5) * 83492791u; + return static_cast(hash_u32(x) & 0x00ffffffu) / 16777215.0f; +} + +__host__ __device__ static inline float hash_signed(int seed, int k, int channel) { + return 2.0f * hash_unit(seed, k, channel) - 1.0f; +} + +__host__ __device__ static inline int field_index_from_xy(float x, float y) { + int ix = static_cast(clampf(x / WORLD_W * static_cast(FIELD_W), 0.0f, + static_cast(FIELD_W - 1))); + int iy = static_cast(clampf(y / WORLD_H * static_cast(FIELD_H), 0.0f, + static_cast(FIELD_H - 1))); + return iy * FIELD_W + ix; +} + +__host__ __device__ static inline float lookup_field(const float* field, float x, float y) { + return field[field_index_from_xy(x, y)]; +} + +__host__ __device__ static inline float lookup_time_field(const float* field, + float x, + float y, + int step) { + int k = max(0, min(step, HORIZON - 1)); + return field[k * FIELD_CELLS + field_index_from_xy(x, y)]; +} + +__host__ __device__ static inline float circle_clearance(float x, + float y, + float cx, + float cy, + float r) { + float dx = x - cx; + float dy = y - cy; + return sqrtf(dx * dx + dy * dy) - r; +} + +__host__ __device__ static inline float terrain_height(float x, float y) { + return 0.36f * sinf(0.52f * x + 0.35f * y) + + 0.23f * cosf(0.72f * x - 0.40f * y) + + 0.16f * sinf(1.16f * y); +} + +__host__ __device__ static inline float raw_clearance(float x, float y) { + float d = circle_clearance(x, y, 4.4f, 3.1f, 1.05f); + d = fminf(d, circle_clearance(x, y, 7.2f, 7.8f, 1.15f)); + d = fminf(d, circle_clearance(x, y, 11.5f, 4.6f, 1.25f)); + d = fminf(d, circle_clearance(x, y, 14.0f, 8.4f, 0.92f)); + float ridge = fabsf(y - (5.3f + 0.75f * sinf(0.62f * x))) - 0.25f; + return fminf(d, ridge); +} + +__host__ __device__ static inline float terrain_roughness(float x, float y) { + float h0 = terrain_height(x, y); + float hx = terrain_height(x + 0.18f, y); + float hy = terrain_height(x, y + 0.18f); + float slope = sqrtf(sqr(hx - h0) + sqr(hy - h0)) / 0.18f; + float rough_patch = expf(-0.26f * (sqr(x - 13.7f) + sqr(y - 2.8f))) + + 0.85f * expf(-0.22f * (sqr(x - 2.8f) + sqr(y - 8.8f))); + return clampf(0.15f + 0.55f * slope + 0.36f * rough_patch, 0.0f, 1.0f); +} + +__host__ __device__ static inline float line_corridor_score(float x, + float y, + float ax, + float ay, + float bx, + float by, + float width) { + float vx = bx - ax; + float vy = by - ay; + float len2 = vx * vx + vy * vy; + float t = clampf(((x - ax) * vx + (y - ay) * vy) / len2, 0.0f, 1.0f); + float px = ax + t * vx; + float py = ay + t * vy; + float off = sqrtf(sqr(x - px) + sqr(y - py)); + return expf(-0.5f * sqr(off / width)) * (0.25f + 0.75f * t); +} + +__host__ __device__ static inline float experience_prior(float x, float y) { + float e0 = line_corridor_score(x, y, START_X, START_Y, GOAL_X, GOAL_Y, 1.25f); + float e1a = line_corridor_score(x, y, START_X, START_Y, 7.7f, 3.30f, 1.08f); + float e1b = line_corridor_score(x, y, 7.7f, 3.30f, GOAL_X, GOAL_Y, 1.08f); + float e2a = line_corridor_score(x, y, 0.95f, 8.95f, 8.2f, 6.65f, 1.05f); + float e2b = line_corridor_score(x, y, 8.2f, 6.65f, 16.35f, 1.95f, 1.05f); + return clampf(fmaxf(e0, fmaxf(fmaxf(e1a, e1b), fmaxf(e2a, e2b))), 0.0f, 1.0f); +} + +__host__ __device__ static inline float learned_traversability_cost(float x, float y) { + float h = terrain_height(x, y); + float rough = terrain_roughness(x, y); + float clear = clampf(raw_clearance(x, y) / 1.15f, 0.0f, 1.0f); + float exp_prior = experience_prior(x, y); + float low_clear = clampf((0.62f - clear) / 0.62f, 0.0f, 1.0f); + float abs_h = fabsf(h); + float height_risk = clampf((abs_h - 0.28f) / 0.42f, 0.0f, 1.0f); + float latent0 = tanhf(1.38f * rough + 1.16f * low_clear + 0.82f * height_risk + - 0.86f * exp_prior - 0.18f); + float latent1 = tanhf(0.82f * rough + 0.72f * abs_h - 0.74f * clear + - 0.54f * exp_prior + 0.08f); + float caution = sigmoid(-0.35f + 1.24f * latent0 + 0.88f * latent1 + + 0.92f * rough + 1.08f * low_clear - 0.62f * exp_prior); + float cost = 0.08f + 0.88f * caution + 0.44f * rough + 0.34f * height_risk + - 0.24f * exp_prior; + if (raw_clearance(x, y) < -0.02f || rough > 0.82f) cost += 7.0f; + return clampf(cost, 0.04f, 18.0f); +} + +__host__ __device__ static inline void moving_obstacle(int obstacle_id, + float t, + float& x, + float& y, + float& radius) { + if (obstacle_id == 0) { + x = 3.2f + 3.4f * (0.5f + 0.5f * sinf(0.62f * t + 0.35f)); + y = 2.35f + 0.40f * sinf(0.86f * t + 1.40f); + radius = 0.42f; + return; + } + if (obstacle_id == 1) { + x = 9.7f + 0.55f * sinf(0.72f * t); + y = 2.1f + 4.6f * (0.5f + 0.5f * sinf(0.52f * t + 1.05f)); + radius = 0.50f; + return; + } + if (obstacle_id == 2) { + x = 12.8f + 2.55f * sinf(0.46f * t + 2.10f); + y = 8.1f + 0.82f * cosf(0.78f * t + 0.20f); + radius = 0.46f; + return; + } + x = 6.4f + 3.1f * (0.5f + 0.5f * sinf(0.43f * t + 2.55f)); + y = 6.75f + 1.05f * sinf(0.64f * t + 0.80f); + radius = 0.44f; +} + +__host__ __device__ static inline float dynamic_risk(float x, float y, float t) { + float risk = 0.0f; + for (int k = 0; k < 4; k++) { + float ox, oy, radius; + moving_obstacle(k, t, ox, oy, radius); + float margin = sqrtf(sqr(x - ox) + sqr(y - oy)) - radius; + risk += 0.70f * expf(-0.5f * sqr(margin / 0.55f)) + + 1.30f * sigmoid((0.18f - margin) * 7.5f); + } + return clampf(risk, 0.0f, 4.0f); +} + +__host__ __device__ static inline void guide_point(const float* rx, + const float* ry, + float progress, + float& tx, + float& ty) { + float u = clampf(progress, 0.0f, 1.0f) * static_cast(GUIDE_POINTS - 1); + int i0 = static_cast(floorf(u)); + int i1 = min(i0 + 1, GUIDE_POINTS - 1); + float a = u - static_cast(i0); + tx = (1.0f - a) * rx[i0] + a * rx[i1]; + ty = (1.0f - a) * ry[i0] + a * ry[i1]; +} + +__host__ __device__ static inline float route_distance(const float* rx, + const float* ry, + float x, + float y, + float* progress_out) { + float best = 1.0e9f; + float best_progress = 0.0f; + for (int i = 0; i < GUIDE_POINTS - 1; i++) { + float ax = rx[i]; + float ay = ry[i]; + float bx = rx[i + 1]; + float by = ry[i + 1]; + float vx = bx - ax; + float vy = by - ay; + float len2 = vx * vx + vy * vy; + float t = clampf(((x - ax) * vx + (y - ay) * vy) / len2, 0.0f, 1.0f); + float px = ax + t * vx; + float py = ay + t * vy; + float d = sqrtf(sqr(x - px) + sqr(y - py)); + if (d < best) { + best = d; + best_progress = (static_cast(i) + t) / static_cast(GUIDE_POINTS - 1); + } + } + if (progress_out) *progress_out = best_progress; + return best; +} + +__host__ __device__ static inline void learned_control_prior(const Pose2& s, + float tx, + float ty, + float expv, + float terrain, + float risk, + int guided, + float& speed, + float& steer, + float& heading_error) { + float dx = tx - s.x; + float dy = ty - s.y; + float target_heading = atan2f(dy, dx); + heading_error = wrap_angle(target_heading - s.theta); + float dist = sqrtf(dx * dx + dy * dy); + float rough_slow = clampf((terrain - 0.72f) / 4.2f, 0.0f, 1.0f); + float risk_slow = clampf(risk / 2.2f, 0.0f, 1.0f); + float route_boost = guided ? expv : 0.0f; + float align = cosf(heading_error); + float latent0 = fast_tanh(1.20f * align + 0.74f * route_boost + - 0.62f * rough_slow - 0.70f * risk_slow + + 0.18f * dist - 0.10f); + float latent1 = fast_tanh(1.48f * heading_error + 0.34f * sinf(0.55f * s.x) + - 0.22f * cosf(0.80f * s.y) + 0.46f * route_boost); + if (guided) { + speed = clampf(0.52f + 1.18f * fast_sigmoid(1.75f * latent0 + 0.34f * dist + - 0.98f * fabsf(heading_error)), + MIN_SPEED, MAX_SPEED); + steer = clampf(0.58f * fast_tanh(1.70f * heading_error + 0.42f * latent1), + -MAX_STEER, MAX_STEER); + } else { + speed = clampf(0.28f + 0.82f * fast_sigmoid(0.60f * align + 0.13f * dist + - 1.05f * rough_slow - 0.82f * risk_slow), + MIN_SPEED, MAX_SPEED); + steer = clampf(0.25f * fast_tanh(0.88f * heading_error + 0.16f * latent1), + -MAX_STEER, MAX_STEER); + } +} + +__host__ __device__ static inline void rollout_step(int rollout, + int k, + int guided, + const float* rx, + const float* ry, + const float* cost_field, + const float* risk_field, + const float* route_field, + const float* exp_field, + Pose2& s, + float& prev_speed, + float& prev_steer, + float& route_d, + float& terrain, + float& risk, + float& heading_error, + float& steer, + float& smooth) { + route_d = lookup_field(route_field, s.x, s.y); + float tx, ty; + if (guided) { + float progress = static_cast(k) / static_cast(HORIZON - 1); + float lookahead = progress + 0.20f + 0.04f * hash_unit(rollout, k / 8, 8); + guide_point(rx, ry, lookahead, tx, ty); + } else { + tx = GOAL_X; + ty = GOAL_Y; + } + + terrain = lookup_field(cost_field, s.x, s.y); + risk = lookup_time_field(risk_field, s.x, s.y, k); + float expv = lookup_field(exp_field, s.x, s.y); + float base_speed, base_steer; + learned_control_prior(s, tx, ty, expv, terrain, risk, guided, + base_speed, base_steer, heading_error); + + float nv = 0.54f * hash_signed(rollout, k, 0) + 0.24f * hash_signed(rollout, k / 4, 2); + float ns = 0.76f * hash_signed(rollout, k, 1) + 0.28f * hash_signed(rollout, k / 5, 4); + float speed_sigma = guided ? 0.18f : 0.25f; + float steer_sigma = guided ? 0.14f : 0.22f; + float speed = clampf(base_speed + speed_sigma * nv, MIN_SPEED, MAX_SPEED); + steer = clampf(base_steer + steer_sigma * ns, -MAX_STEER, MAX_STEER); + smooth = 0.05f * sqr(speed - prev_speed) + 0.19f * sqr(steer - prev_steer); + + float yaw_rate = speed * steer / WHEEL_BASE; + s.x += speed * cosf(s.theta) * DT; + s.y += speed * sinf(s.theta) * DT; + s.theta = wrap_angle(s.theta + yaw_rate * DT); + s.x = clampf(s.x, 0.05f, WORLD_W - 0.05f); + s.y = clampf(s.y, 0.05f, WORLD_H - 0.05f); + + route_d = lookup_field(route_field, s.x, s.y); + terrain = lookup_field(cost_field, s.x, s.y); + risk = lookup_time_field(risk_field, s.x, s.y, k); + prev_speed = speed; + prev_steer = steer; +} + +__host__ __device__ static inline RolloutResult evaluate_rollout(int rollout, + int guided, + const float* rx, + const float* ry, + const float* cost_field, + const float* risk_field, + const float* route_field, + const float* exp_field) { + Pose2 s{START_X, START_Y, START_THETA}; + float cost = 0.0f; + float risk_sum = 0.0f; + float risk_max = 0.0f; + float route_error_sum = 0.0f; + float prev_speed = 0.72f; + float prev_steer = 0.0f; + + for (int k = 0; k < HORIZON; k++) { + float route_d, terrain, risk, heading_error, steer, smooth; + rollout_step(rollout, k, guided, rx, ry, cost_field, risk_field, route_field, exp_field, + s, prev_speed, prev_steer, route_d, terrain, risk, + heading_error, steer, smooth); + float collision = terrain > 5.0f ? 10.0f * sqr(terrain - 5.0f) : 0.0f; + float route_cost = 1.20f * route_d * route_d; + float heading_cost = 0.24f * heading_error * heading_error; + float steer_cost = 0.16f * sqr(steer / MAX_STEER); + cost += 0.58f * terrain + 12.0f * risk + collision + + route_cost + heading_cost + steer_cost + smooth; + risk_sum += risk; + risk_max = fmaxf(risk_max, risk); + route_error_sum += route_d; + } + + float terminal = sqrtf(sqr(GOAL_X - s.x) + sqr(GOAL_Y - s.y)); + float route_terminal = lookup_field(route_field, s.x, s.y); + float goal_heading = atan2f(GOAL_Y - s.y, GOAL_X - s.x); + float terminal_heading = wrap_angle(goal_heading - s.theta); + cost += 38.0f * terminal * terminal + 4.0f * route_terminal + + 2.5f * terminal_heading * terminal_heading; + + RolloutResult r; + r.cost = cost; + r.terminal_error = terminal; + r.mean_risk = risk_sum / static_cast(HORIZON); + r.max_risk = risk_max; + r.mean_route_error = route_error_sum / static_cast(HORIZON); + r.final_x = s.x; + r.final_y = s.y; + r.rollout_id = rollout; + return r; +} + +__global__ void rollout_kernel(int guided, + const float* __restrict__ rx, + const float* __restrict__ ry, + const float* __restrict__ cost_field, + const float* __restrict__ risk_field, + const float* __restrict__ route_field, + const float* __restrict__ exp_field, + RolloutResult* __restrict__ results, + float* __restrict__ sample_x, + float* __restrict__ sample_y) { + int rollout = blockIdx.x * blockDim.x + threadIdx.x; + if (rollout >= ROLLOUTS) return; + results[rollout] = evaluate_rollout(rollout, guided, rx, ry, cost_field, risk_field, + route_field, exp_field); + + if (rollout >= SAMPLE_TRAJS) return; + Pose2 s{START_X, START_Y, START_THETA}; + float prev_speed = 0.72f; + float prev_steer = 0.0f; + for (int k = 0; k < HORIZON; k++) { + float route_d, terrain, risk, heading_error, steer, smooth; + rollout_step(rollout, k, guided, rx, ry, cost_field, risk_field, route_field, exp_field, + s, prev_speed, prev_steer, route_d, terrain, risk, + heading_error, steer, smooth); + int idx = rollout * HORIZON + k; + sample_x[idx] = s.x; + sample_y[idx] = s.y; + } +} + +static std::vector make_guide_route() { + return { + {START_X, START_Y}, + {1.95f, 1.18f}, + {3.15f, 1.28f}, + {4.30f, 1.62f}, + {5.35f, 2.15f}, + {6.42f, 2.90f}, + {7.50f, 3.68f}, + {8.60f, 4.38f}, + {9.58f, 5.12f}, + {10.58f, 5.92f}, + {11.70f, 6.70f}, + {12.82f, 7.32f}, + {13.92f, 7.75f}, + {14.95f, 8.20f}, + {15.82f, 8.68f}, + {16.52f, 9.12f}, + {16.92f, 9.38f}, + {GOAL_X, GOAL_Y}, + }; +} + +static void make_cost_fields(const std::vector& route_x, + const std::vector& route_y, + std::vector& cost_field, + std::vector& risk_field, + std::vector& route_field, + std::vector& exp_field) { + cost_field.resize(FIELD_CELLS); + route_field.resize(FIELD_CELLS); + exp_field.resize(FIELD_CELLS); + risk_field.resize(static_cast(HORIZON) * FIELD_CELLS); + for (int iy = 0; iy < FIELD_H; iy++) { + for (int ix = 0; ix < FIELD_W; ix++) { + int idx = iy * FIELD_W + ix; + float x = (static_cast(ix) + 0.5f) / FIELD_W * WORLD_W; + float y = (static_cast(iy) + 0.5f) / FIELD_H * WORLD_H; + cost_field[idx] = learned_traversability_cost(x, y); + route_field[idx] = route_distance(route_x.data(), route_y.data(), x, y, nullptr); + exp_field[idx] = experience_prior(x, y); + for (int k = 0; k < HORIZON; k++) { + risk_field[static_cast(k) * FIELD_CELLS + idx] = + dynamic_risk(x, y, static_cast(k) * DT); + } + } + } +} + +static double evaluate_cpu_rollouts(int guided, + const std::vector& rx, + const std::vector& ry, + const std::vector& cost_field, + const std::vector& risk_field, + const std::vector& route_field, + const std::vector& exp_field, + std::vector& out) { + out.resize(ROLLOUTS); + auto begin = std::chrono::high_resolution_clock::now(); + for (int i = 0; i < ROLLOUTS; i++) { + out[i] = evaluate_rollout(i, guided, rx.data(), ry.data(), cost_field.data(), + risk_field.data(), route_field.data(), exp_field.data()); + } + auto end = std::chrono::high_resolution_clock::now(); + return std::chrono::duration(end - begin).count(); +} + +static int best_rollout_index(const std::vector& results) { + float best = INF_COST; + int best_idx = 0; + for (size_t i = 0; i < results.size(); i++) { + if (results[i].cost < best) { + best = results[i].cost; + best_idx = static_cast(i); + } + } + return best_idx; +} + +static std::vector reconstruct_trajectory(int rollout, + int guided, + const std::vector& rx, + const std::vector& ry, + const std::vector& cost_field, + const std::vector& risk_field, + const std::vector& route_field, + const std::vector& exp_field) { + std::vector traj; + traj.reserve(HORIZON); + Pose2 s{START_X, START_Y, START_THETA}; + float prev_speed = 0.72f; + float prev_steer = 0.0f; + for (int k = 0; k < HORIZON; k++) { + float route_d, terrain, risk, heading_error, steer, smooth; + rollout_step(rollout, k, guided, rx.data(), ry.data(), cost_field.data(), risk_field.data(), + route_field.data(), exp_field.data(), + s, prev_speed, prev_steer, route_d, terrain, risk, + heading_error, steer, smooth); + traj.push_back(cv::Point2f(s.x, s.y)); + } + return traj; +} + +static cv::Point to_px(float x, float y, int x0) { + int px = x0 + static_cast(x / WORLD_W * static_cast(HALF_W - 1)); + int py = HEADER_H + static_cast((1.0f - y / WORLD_H) * static_cast(MAP_H - 1)); + return cv::Point(px, py); +} + +static cv::Scalar blend(cv::Scalar a, cv::Scalar b, float wb) { + float wa = 1.0f - wb; + return cv::Scalar(wa * a[0] + wb * b[0], + wa * a[1] + wb * b[1], + wa * a[2] + wb * b[2]); +} + +static cv::Scalar field_color(float x, float y) { + float c = clampf(learned_traversability_cost(x, y) / 5.0f, 0.0f, 1.0f); + float exp_prior = experience_prior(x, y); + cv::Scalar terrain(42 + 40 * c, 76 + 98 * (1.0f - c), 55 + 174 * c); + cv::Scalar expc(52, 150 + 52 * exp_prior, 120 + 78 * exp_prior); + if (raw_clearance(x, y) < -0.02f) terrain = cv::Scalar(50, 39, 116); + return blend(terrain, expc, 0.22f * exp_prior); +} + +static void draw_field(cv::Mat& img, int x0) { + int cw = std::max(1, HALF_W / FIELD_W + 1); + int ch = std::max(1, MAP_H / FIELD_H + 1); + for (int iy = 0; iy < FIELD_H; iy++) { + for (int ix = 0; ix < FIELD_W; ix++) { + float x = (static_cast(ix) + 0.5f) / FIELD_W * WORLD_W; + float y = (static_cast(iy) + 0.5f) / FIELD_H * WORLD_H; + cv::Point p = to_px(x, y, x0); + cv::rectangle(img, cv::Rect(p.x, p.y, cw, ch), field_color(x, y), cv::FILLED); + } + } +} + +static void draw_experience_graph(cv::Mat& img, int x0) { + for (int iy = 0; iy < GRAPH_H; iy++) { + for (int ix = 0; ix < GRAPH_W; ix++) { + float x = (static_cast(ix) + 0.5f) / GRAPH_W * WORLD_W; + float y = (static_cast(iy) + 0.5f) / GRAPH_H * WORLD_H; + if (raw_clearance(x, y) < -0.02f) continue; + cv::Point p = to_px(x, y, x0); + cv::circle(img, p, 1, cv::Scalar(76, 164, 132), cv::FILLED, cv::LINE_AA); + if (ix + 1 < GRAPH_W) { + float nx = (static_cast(ix + 1) + 0.5f) / GRAPH_W * WORLD_W; + float ny = y; + cv::line(img, p, to_px(nx, ny, x0), cv::Scalar(52, 118, 94), 1, cv::LINE_AA); + } + if (iy + 1 < GRAPH_H) { + float nx = x; + float ny = (static_cast(iy + 1) + 0.5f) / GRAPH_H * WORLD_H; + cv::line(img, p, to_px(nx, ny, x0), cv::Scalar(52, 118, 94), 1, cv::LINE_AA); + } + } + } +} + +static void draw_route(cv::Mat& img, + const std::vector& route, + int x0, + cv::Scalar color, + int thickness) { + for (size_t i = 1; i < route.size(); i++) { + cv::line(img, to_px(route[i - 1].x, route[i - 1].y, x0), + to_px(route[i].x, route[i].y, x0), color, thickness, cv::LINE_AA); + } +} + +static void draw_dynamic_obstacles(cv::Mat& img, int x0, float t) { + for (int k = 0; k < 4; k++) { + float ox, oy, radius; + moving_obstacle(k, t, ox, oy, radius); + int px_radius = std::max(7, static_cast(radius / WORLD_W * HALF_W)); + cv::circle(img, to_px(ox, oy, x0), px_radius + 8, + cv::Scalar(32, 72, 138), 1, cv::LINE_AA); + cv::circle(img, to_px(ox, oy, x0), px_radius, + cv::Scalar(50, 118, 242), cv::FILLED, cv::LINE_AA); + cv::circle(img, to_px(ox, oy, x0), px_radius, + cv::Scalar(245, 232, 166), 1, cv::LINE_AA); + } +} + +static void draw_samples(cv::Mat& img, + const std::vector& sx, + const std::vector& sy, + int x0, + int upto, + cv::Scalar color) { + int step_limit = std::max(1, std::min(upto, HORIZON)); + for (int r = 0; r < SAMPLE_TRAJS; r += 2) { + for (int k = 1; k < step_limit; k++) { + int a = r * HORIZON + k - 1; + int b = r * HORIZON + k; + cv::line(img, to_px(sx[a], sy[a], x0), to_px(sx[b], sy[b], x0), + color, 1, cv::LINE_AA); + } + } +} + +static void draw_path(cv::Mat& img, + const std::vector& path, + int x0, + int upto, + cv::Scalar outer, + cv::Scalar inner) { + int step_limit = std::max(1, std::min(upto, static_cast(path.size()))); + for (int k = 1; k < step_limit; k++) { + cv::line(img, to_px(path[k - 1].x, path[k - 1].y, x0), + to_px(path[k].x, path[k].y, x0), outer, 4, cv::LINE_AA); + cv::line(img, to_px(path[k - 1].x, path[k - 1].y, x0), + to_px(path[k].x, path[k].y, x0), inner, 2, cv::LINE_AA); + } +} + +static void draw_markers(cv::Mat& img, int x0) { + cv::circle(img, to_px(START_X, START_Y, x0), 7, cv::Scalar(255, 245, 125), + cv::FILLED, cv::LINE_AA); + cv::circle(img, to_px(GOAL_X, GOAL_Y, x0), 8, cv::Scalar(245, 120, 255), + 2, cv::LINE_AA); +} + +static void draw_legend(cv::Mat& img) { + constexpr int x0 = PANEL_W - 252; + constexpr int y0 = HEADER_H + 48; + cv::rectangle(img, cv::Rect(x0, y0, 232, 124), cv::Scalar(8, 10, 13), cv::FILLED); + cv::line(img, cv::Point(x0 + 14, y0 + 20), cv::Point(x0 + 36, y0 + 20), + cv::Scalar(92, 230, 190), 2, cv::LINE_AA); + cv::putText(img, "graph guide", cv::Point(x0 + 44, y0 + 25), + cv::FONT_HERSHEY_SIMPLEX, 0.38, cv::Scalar(235, 235, 235), 1, cv::LINE_AA); + cv::line(img, cv::Point(x0 + 14, y0 + 48), cv::Point(x0 + 36, y0 + 48), + cv::Scalar(102, 154, 235), 1, cv::LINE_AA); + cv::putText(img, "steering rollouts", cv::Point(x0 + 44, y0 + 53), + cv::FONT_HERSHEY_SIMPLEX, 0.38, cv::Scalar(235, 235, 235), 1, cv::LINE_AA); + cv::line(img, cv::Point(x0 + 14, y0 + 76), cv::Point(x0 + 36, y0 + 76), + cv::Scalar(255, 255, 255), 3, cv::LINE_AA); + cv::putText(img, "guided best", cv::Point(x0 + 44, y0 + 81), + cv::FONT_HERSHEY_SIMPLEX, 0.38, cv::Scalar(235, 235, 235), 1, cv::LINE_AA); + cv::line(img, cv::Point(x0 + 14, y0 + 104), cv::Point(x0 + 36, y0 + 104), + cv::Scalar(210, 116, 255), 2, cv::LINE_AA); + cv::putText(img, "unguided best", cv::Point(x0 + 44, y0 + 109), + cv::FONT_HERSHEY_SIMPLEX, 0.38, cv::Scalar(235, 235, 235), 1, cv::LINE_AA); +} + +static cv::Mat draw_frame(const std::vector& route, + const std::vector& sample_x, + const std::vector& sample_y, + const std::vector& guided_best_path, + const std::vector& unguided_best_path, + const RolloutResult& guided_best, + const RolloutResult& unguided_best, + double gpu_ms, + double cpu_ms, + int step) { + cv::Mat img(PANEL_H, PANEL_W, CV_8UC3, cv::Scalar(18, 20, 24)); + draw_field(img, 0); + draw_field(img, HALF_W); + draw_experience_graph(img, 0); + draw_route(img, route, 0, cv::Scalar(92, 230, 190), 2); + draw_route(img, route, HALF_W, cv::Scalar(92, 230, 190), 2); + float t = static_cast(step) * DT; + draw_dynamic_obstacles(img, 0, t); + draw_dynamic_obstacles(img, HALF_W, t); + draw_samples(img, sample_x, sample_y, HALF_W, step, cv::Scalar(102, 154, 235)); + draw_path(img, unguided_best_path, HALF_W, step, cv::Scalar(42, 20, 65), + cv::Scalar(210, 116, 255)); + draw_path(img, guided_best_path, HALF_W, step, cv::Scalar(255, 255, 255), + cv::Scalar(92, 230, 190)); + draw_path(img, guided_best_path, 0, step, cv::Scalar(255, 255, 255), + cv::Scalar(92, 230, 190)); + draw_markers(img, 0); + draw_markers(img, HALF_W); + draw_legend(img); + + cv::line(img, cv::Point(HALF_W, HEADER_H), cv::Point(HALF_W, PANEL_H - FOOTER_H), + cv::Scalar(18, 18, 20), 1, cv::LINE_AA); + cv::rectangle(img, cv::Rect(0, 0, PANEL_W, HEADER_H), cv::Scalar(5, 7, 10), cv::FILLED); + cv::rectangle(img, cv::Rect(0, PANEL_H - FOOTER_H, PANEL_W, FOOTER_H), + cv::Scalar(5, 7, 10), cv::FILLED); + + double speedup = gpu_ms > 0.0 ? cpu_ms / gpu_ms : 0.0; + float cost_drop = 100.0f * (1.0f - guided_best.cost / fmaxf(unguided_best.cost, 1.0e-6f)); + float risk_delta = 100.0f * (guided_best.mean_risk / fmaxf(unguided_best.mean_risk, 1.0e-6f) - 1.0f); + char buf[256]; + std::snprintf(buf, sizeof(buf), + "GPU kinodynamic graph-neural MPPI %d rollouts x H=%d gpu=%.2f ms cpu=%.0f ms %.1fx", + ROLLOUTS, HORIZON, gpu_ms, cpu_ms, speedup); + cv::putText(img, buf, cv::Point(12, 28), + cv::FONT_HERSHEY_SIMPLEX, 0.50, cv::Scalar(245, 245, 245), 1, cv::LINE_AA); + cv::putText(img, "experience graph + learned route prior", cv::Point(14, HEADER_H + 24), + cv::FONT_HERSHEY_SIMPLEX, 0.52, cv::Scalar(245, 245, 245), 1, cv::LINE_AA); + cv::putText(img, "nonholonomic steering rollouts", cv::Point(HALF_W + 14, HEADER_H + 24), + cv::FONT_HERSHEY_SIMPLEX, 0.52, cv::Scalar(245, 245, 245), 1, cv::LINE_AA); + std::snprintf(buf, sizeof(buf), + "cost %.1f -> %.1f (-%.1f%%) risk %.3f -> %.3f (%+.1f%%) terminal %.2f -> %.2f", + unguided_best.cost, guided_best.cost, cost_drop, + unguided_best.mean_risk, guided_best.mean_risk, risk_delta, + unguided_best.terminal_error, guided_best.terminal_error); + cv::putText(img, buf, cv::Point(12, PANEL_H - 16), + cv::FONT_HERSHEY_SIMPLEX, 0.49, cv::Scalar(225, 238, 245), 1, cv::LINE_AA); + return img; +} + +} // namespace cudabot + +using namespace cudabot; + +int main() { + std::vector route = make_guide_route(); + std::vector route_x(GUIDE_POINTS); + std::vector route_y(GUIDE_POINTS); + for (int i = 0; i < GUIDE_POINTS; i++) { + route_x[i] = route[i].x; + route_y[i] = route[i].y; + } + + std::vector cost_field; + std::vector risk_field; + std::vector route_field; + std::vector exp_field; + make_cost_fields(route_x, route_y, cost_field, risk_field, route_field, exp_field); + + std::vector cpu_guided_results; + std::vector cpu_unguided_results; + double cpu_unguided_ms = evaluate_cpu_rollouts(0, route_x, route_y, cost_field, risk_field, + route_field, exp_field, cpu_unguided_results); + double cpu_guided_ms = evaluate_cpu_rollouts(1, route_x, route_y, cost_field, risk_field, + route_field, exp_field, cpu_guided_results); + double cpu_ms = cpu_unguided_ms + cpu_guided_ms; + + float* d_route_x = nullptr; + float* d_route_y = nullptr; + float* d_cost_field = nullptr; + float* d_risk_field = nullptr; + float* d_route_field = nullptr; + float* d_exp_field = nullptr; + float* d_sample_x = nullptr; + float* d_sample_y = nullptr; + RolloutResult* d_guided = nullptr; + RolloutResult* d_unguided = nullptr; + CUDA_CHECK(cudaMalloc(&d_route_x, GUIDE_POINTS * sizeof(float))); + CUDA_CHECK(cudaMalloc(&d_route_y, GUIDE_POINTS * sizeof(float))); + CUDA_CHECK(cudaMalloc(&d_cost_field, FIELD_CELLS * sizeof(float))); + CUDA_CHECK(cudaMalloc(&d_risk_field, static_cast(HORIZON) * FIELD_CELLS * sizeof(float))); + CUDA_CHECK(cudaMalloc(&d_route_field, FIELD_CELLS * sizeof(float))); + CUDA_CHECK(cudaMalloc(&d_exp_field, FIELD_CELLS * sizeof(float))); + CUDA_CHECK(cudaMalloc(&d_sample_x, SAMPLE_TRAJS * HORIZON * sizeof(float))); + CUDA_CHECK(cudaMalloc(&d_sample_y, SAMPLE_TRAJS * HORIZON * sizeof(float))); + CUDA_CHECK(cudaMalloc(&d_guided, ROLLOUTS * sizeof(RolloutResult))); + CUDA_CHECK(cudaMalloc(&d_unguided, ROLLOUTS * sizeof(RolloutResult))); + CUDA_CHECK(cudaMemcpy(d_route_x, route_x.data(), GUIDE_POINTS * sizeof(float), + cudaMemcpyHostToDevice)); + CUDA_CHECK(cudaMemcpy(d_route_y, route_y.data(), GUIDE_POINTS * sizeof(float), + cudaMemcpyHostToDevice)); + CUDA_CHECK(cudaMemcpy(d_cost_field, cost_field.data(), FIELD_CELLS * sizeof(float), + cudaMemcpyHostToDevice)); + CUDA_CHECK(cudaMemcpy(d_risk_field, risk_field.data(), + static_cast(HORIZON) * FIELD_CELLS * sizeof(float), + cudaMemcpyHostToDevice)); + CUDA_CHECK(cudaMemcpy(d_route_field, route_field.data(), FIELD_CELLS * sizeof(float), + cudaMemcpyHostToDevice)); + CUDA_CHECK(cudaMemcpy(d_exp_field, exp_field.data(), FIELD_CELLS * sizeof(float), + cudaMemcpyHostToDevice)); + + int blocks = (ROLLOUTS + THREADS - 1) / THREADS; + cudaEvent_t ev0, ev1; + CUDA_CHECK(cudaEventCreate(&ev0)); + CUDA_CHECK(cudaEventCreate(&ev1)); + CUDA_CHECK(cudaEventRecord(ev0)); + rollout_kernel<<>>(0, d_route_x, d_route_y, d_cost_field, + d_risk_field, d_route_field, d_exp_field, d_unguided, + d_sample_x, d_sample_y); + rollout_kernel<<>>(1, d_route_x, d_route_y, d_cost_field, + d_risk_field, d_route_field, d_exp_field, d_guided, + d_sample_x, d_sample_y); + CUDA_CHECK(cudaEventRecord(ev1)); + CUDA_CHECK(cudaEventSynchronize(ev1)); + float gpu_ms_f = 0.0f; + CUDA_CHECK(cudaEventElapsedTime(&gpu_ms_f, ev0, ev1)); + CUDA_CHECK(cudaEventDestroy(ev0)); + CUDA_CHECK(cudaEventDestroy(ev1)); + CUDA_CHECK(cudaGetLastError()); + double gpu_ms = static_cast(gpu_ms_f); + + std::vector guided_results(ROLLOUTS); + std::vector unguided_results(ROLLOUTS); + std::vector sample_x(SAMPLE_TRAJS * HORIZON); + std::vector sample_y(SAMPLE_TRAJS * HORIZON); + CUDA_CHECK(cudaMemcpy(guided_results.data(), d_guided, ROLLOUTS * sizeof(RolloutResult), + cudaMemcpyDeviceToHost)); + CUDA_CHECK(cudaMemcpy(unguided_results.data(), d_unguided, ROLLOUTS * sizeof(RolloutResult), + cudaMemcpyDeviceToHost)); + CUDA_CHECK(cudaMemcpy(sample_x.data(), d_sample_x, SAMPLE_TRAJS * HORIZON * sizeof(float), + cudaMemcpyDeviceToHost)); + CUDA_CHECK(cudaMemcpy(sample_y.data(), d_sample_y, SAMPLE_TRAJS * HORIZON * sizeof(float), + cudaMemcpyDeviceToHost)); + + int guided_idx = best_rollout_index(guided_results); + int unguided_idx = best_rollout_index(unguided_results); + RolloutResult guided_best = guided_results[guided_idx]; + RolloutResult unguided_best = unguided_results[unguided_idx]; + std::vector guided_path = reconstruct_trajectory(guided_idx, 1, route_x, route_y, + cost_field, risk_field, route_field, + exp_field); + std::vector unguided_path = reconstruct_trajectory(unguided_idx, 0, route_x, route_y, + cost_field, risk_field, route_field, + exp_field); + + double speedup = gpu_ms > 0.0 ? cpu_ms / gpu_ms : 0.0; + float cost_drop = 100.0f * (1.0f - guided_best.cost / fmaxf(unguided_best.cost, 1.0e-6f)); + float terminal_drop = 100.0f * (1.0f - guided_best.terminal_error + / fmaxf(unguided_best.terminal_error, 1.0e-6f)); + float risk_delta = 100.0f * (guided_best.mean_risk / fmaxf(unguided_best.mean_risk, 1.0e-6f) - 1.0f); + std::printf("CPU unguided+guided kinodynamic MPPI: %.3f ms (%d rollouts x H=%d x 2 batches; guided %.3f ms)\n", + cpu_ms, ROLLOUTS, HORIZON, cpu_guided_ms); + std::printf("GPU kinodynamic graph-neural MPPI: %.3f ms (guided+unguided batches, %.1fx vs CPU equivalent rollout eval)\n", + gpu_ms, speedup); + std::printf("Unguided best: cost %.3f, terminal %.3f, risk avg/max %.3f/%.3f, route error %.3f\n", + unguided_best.cost, unguided_best.terminal_error, unguided_best.mean_risk, + unguided_best.max_risk, unguided_best.mean_route_error); + std::printf("Guided best: cost %.3f, terminal %.3f, risk avg/max %.3f/%.3f, route error %.3f, cost improvement %.1f%%, terminal improvement %.1f%%, risk delta %+.1f%%\n", + guided_best.cost, guided_best.terminal_error, guided_best.mean_risk, + guided_best.max_risk, guided_best.mean_route_error, cost_drop, + terminal_drop, risk_delta); + + std::system("mkdir -p gif"); + cv::VideoWriter video("gif/gpu_kinodynamic_graph_neural_mppi.avi", + cv::VideoWriter::fourcc('M', 'J', 'P', 'G'), + VIDEO_FPS, cv::Size(PANEL_W, PANEL_H)); + if (!video.isOpened()) { + std::fprintf(stderr, "failed to open gif/gpu_kinodynamic_graph_neural_mppi.avi\n"); + return 1; + } + for (int k = 2; k <= HORIZON; k += 2) { + video.write(draw_frame(route, sample_x, sample_y, guided_path, unguided_path, + guided_best, unguided_best, gpu_ms, cpu_ms, k)); + } + for (int i = 0; i < 12; i++) { + video.write(draw_frame(route, sample_x, sample_y, guided_path, unguided_path, + guided_best, unguided_best, gpu_ms, cpu_ms, HORIZON)); + } + video.release(); + + avi_to_gif("gif/gpu_kinodynamic_graph_neural_mppi.avi", + "gif/gpu_kinodynamic_graph_neural_mppi.gif", 8, 560); + std::printf("GIF saved to gif/gpu_kinodynamic_graph_neural_mppi.gif\n"); + + CUDA_CHECK(cudaFree(d_route_x)); + CUDA_CHECK(cudaFree(d_route_y)); + CUDA_CHECK(cudaFree(d_cost_field)); + CUDA_CHECK(cudaFree(d_risk_field)); + CUDA_CHECK(cudaFree(d_route_field)); + CUDA_CHECK(cudaFree(d_exp_field)); + CUDA_CHECK(cudaFree(d_sample_x)); + CUDA_CHECK(cudaFree(d_sample_y)); + CUDA_CHECK(cudaFree(d_guided)); + CUDA_CHECK(cudaFree(d_unguided)); + return 0; +}