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Publish four-task runtime assets and image-goal calibration
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schema_version: parking-python-tractor-trailer-runtime-profile/1
status: ready
task: tractor_trailer
simulator_backend: analytic
name: python_tt_schema44_a75_l870_combined_full_horizon_shield
source:
controller_base_path: configs/parking/controller/tractor_trailer_dial_mpc_best.yaml
controller_base_sha256: b2513009b008c70b313beb65e1eee799d5bf2efa6cc10f6013dfb1420dacb1f8
controller_base_trial_number: 111
evidence_path: configs/parking/benchmark/evidence/tractor_trailer_python_schema44_a75_l870_combined_full96.json
evidence_sha256: da33a82d7ee8fe5d886d864a3219e2b0dfebf3c95f0f733eb23a495336f414de
settings:
compute:
schema_version: strict-deterministic-cuda-evaluation/1
cublas_workspace_config: ":4096:8"
cudnn_deterministic: true
cudnn_benchmark: false
float32_matmul_precision: highest
cuda_matmul_allow_tf32: false
cudnn_allow_tf32: false
deterministic_algorithms: true
deterministic_algorithms_warn_only: false
benchmark_geometry:
start_profile: python_tt_proper_l870_a75_v7e
longitudinal_m: 8.70
axial_heading_mismatch_deg: 75.0
preserve_frozen_lateral_coordinate: true
max_longitudinal_shift_m: 4.25
minimum_initial_clearance_m: 0.25
parked_obstacle_linear_scale: 0.90
controller:
optimizer:
planning_horizon: 24
population_size: 640
diffusion_steps: 6
initial_diffusion_steps: 10
temperature: 0.005
initial_action_std: 2.499246826127968
horizon_diffusion_factor: 0.80
trajectory_diffusion_factor: 0.75
control_nodes: 12
lock_first_action: false
cost_softmax_mode: finite_only_unclipped
cost_weights:
goal_forward_terminal: 72.33291435275139
goal_lateral_terminal: 717.4771684497391
goal_forward_path: 109.2316707068826
goal_lateral_path: 109.2316707068826
trailer_position_terminal_scale: 5.0
tractor_heading_near_terminal: 1000.0
tractor_heading_near_path: 100.0
trailer_heading_terminal: 25.0
trailer_heading_near_terminal: 500.0
trailer_heading_near_path: 100.0
articulation_terminal: 1000.0
articulation_path: 500.0
hitch_threshold: 50.5
hitch_penalty_weight: 806223.063200158
jackknife_hard_limit_deg: 60.0
action_l2: 0.0016573420091603036
action_smoothness: 3.5161372353557706e-10
articulated_occupancy_safety:
semantics: articulated-occupancy-independent-learned-hitch-tube/2
trailer_longitudinal_tiles: 16
trailer_lateral_tiles: 10
nominal_jackknife_uses_body_heading_radii: false
robust_jackknife_uncertainty_source: independent_learned_articulation_tube
hitch_cost_bands:
barrier_exponent: 2.3
high_cost_threshold_deg: 58.0
high_cost_scale: 0.107693237419734
conformal_shield:
enabled: true
horizon_mode: full_horizon
jackknife_threshold_deg: 58.5
pseudo_quantile: 1.30
position_sigma_initial_m: 0.050
position_sigma_growth_m: 0.005
max_position_radius_m: 0.75
heading_sigma_initial_deg: 1.25
heading_sigma_growth_deg: 0.025
articulation_sigma_initial_deg: 0.3846153846153846
articulation_sigma_growth_deg: 0.015384615384615384
max_articulation_radius_deg: 1.5
cost_tube_scale: 0.0
intervention_cost_scale: 2.0
tube_profile: local_q
backup_horizon_blocks: 6
hitch_cost_horizon_blocks: 16
target_pair_cost:
terminal_weight: 120.0
joint_goal_set_weight: 0.0
joint_goal_set_forward_weight: 0.0
joint_goal_set_reverse_weight: 1250.0
position_tolerance_m: 0.8
heading_tolerance_deg: 15.0
terminal_speed_weight: 150.0
terminal_speed_goal_gate_enabled: false
near_goal_speed_path_weight: 500.0
near_goal_speed_switch_distance_m: 0.8
near_goal_speed_switch_slope_m: 0.15
near_goal_speed_branch_mode: coherent
near_goal_speed_heading_switch_deg: 18.0
near_goal_speed_heading_switch_slope_deg: 3.0
near_goal_lateral_path_weight: 0.0
near_goal_lateral_switch_distance_m: 3.0
near_goal_lateral_switch_slope_m: 0.5
goal_branch_mode: primary
intrinsic_direction_profiles:
forward:
planning_horizon: 32
near_goal_speed_path_weight: 300.0
near_goal_speed_heading_switch_deg: 14.0
near_goal_speed_heading_switch_slope_deg: 2.0
reverse:
planning_horizon: 24
near_goal_speed_path_weight: 500.0
near_goal_speed_heading_switch_deg: 18.0
near_goal_speed_heading_switch_slope_deg: 3.0
learned_target_flank_selector:
enabled: true
roi:
longitudinal_center_offset_m: -3.0
longitudinal_half_extent_m: 1.5
lateral_inner_offset_m: 3.0
lateral_outer_offset_m: 4.0
minimum_occupied_fraction: 0.50
minimum_occupied_pixels: 64
forward_open:
planning_horizon: 32
near_goal_speed_path_weight: 300.0
near_goal_speed_heading_switch_deg: 14.0
near_goal_speed_heading_switch_slope_deg: 2.0
joint_goal_set_weight: 0.0
terminal_speed_weight: 150.0
terminal_speed_goal_gate_enabled: false
trailer_heading_terminal: 500.0
trailer_heading_near_terminal: 1500.0
trailer_heading_near_path: 250.0
population_size: 640
diffusion_steps: 6
initial_diffusion_steps: 10
shield_pseudo_quantile: 1.46
forward_tight:
planning_horizon: 32
near_goal_speed_path_weight: 500.0
near_goal_speed_heading_switch_deg: 18.0
near_goal_speed_heading_switch_slope_deg: 3.0
joint_goal_set_weight: 0.0
terminal_speed_weight: 300.0
terminal_speed_goal_gate_enabled: true
trailer_heading_terminal: 500.0
trailer_heading_near_terminal: null
trailer_heading_near_path: 250.0
population_size: 640
diffusion_steps: 8
initial_diffusion_steps: 12
shield_pseudo_quantile: 1.40
reverse_open:
planning_horizon: 24
near_goal_speed_path_weight: 500.0
near_goal_speed_heading_switch_deg: 18.0
near_goal_speed_heading_switch_slope_deg: 3.0
joint_goal_set_weight: 1250.0
terminal_speed_weight: 150.0
terminal_speed_goal_gate_enabled: false
trailer_heading_terminal: 500.0
trailer_heading_near_terminal: 2000.0
trailer_heading_near_path: 250.0
population_size: 640
diffusion_steps: 6
initial_diffusion_steps: 10
shield_pseudo_quantile: null
reverse_tight:
planning_horizon: 24
near_goal_speed_path_weight: 500.0
near_goal_speed_heading_switch_deg: 18.0
near_goal_speed_heading_switch_slope_deg: 3.0
joint_goal_set_weight: 0.0
terminal_speed_weight: 150.0
terminal_speed_goal_gate_enabled: false
trailer_heading_terminal: 500.0
trailer_heading_near_terminal: 1500.0
trailer_heading_near_path: 250.0
population_size: 640
diffusion_steps: 6
initial_diffusion_steps: 10
shield_pseudo_quantile: null
variants:
schema_version: python-tt-a75-l870-combined-selector/1
forward_open_right_only:
shield_pseudo_quantile: 1.475
trailer_heading_near_terminal: 2000.0
temperature: 0.015
temperature_pair_center_left_min_threshold_m: 0.0
base_temperature_near_goal_speed_heading_switch_deg: 12.0
far_pair_center_forward_abs_threshold_m: 8.0
far_near_goal_speed_heading_switch_deg: 12.0
forward_open_left_only:
near_temperature: 0.015
near_near_goal_speed_heading_switch_deg: 12.0
far_pair_center_forward_abs_threshold_m: 7.8
far_trailer_heading_near_terminal: 2000.0
very_far_pair_center_forward_abs_threshold_m: 9.0
very_far_trailer_heading_near_terminal: 2500.0
very_far_near_goal_speed_heading_switch_deg: 12.0
forward_open_neither:
near_pair_center_forward_abs_max_threshold_m: 5.0
near_near_goal_speed_heading_switch_deg: 12.0
far_pair_center_forward_abs_threshold_m: 9.0
far_trailer_heading_near_terminal: 2000.0
far_near_goal_speed_heading_switch_deg: 12.0
forward_tight:
pair_center_forward_abs_threshold_m: 6.8
near_trailer_heading_near_terminal: 2500.0
far_trailer_heading_near_terminal: 3000.0
far_shield_pseudo_quantile: 1.40
very_far_pair_center_forward_abs_threshold_m: 8.5
very_far_shield_pseudo_quantile: 2.0
reverse_open_left_only:
shield_pseudo_quantile: 1.48
trailer_heading_near_terminal: 2000.0
shield_jackknife_threshold_deg: 58.05
reverse_open_right_only:
temperature: 0.008
temperature_pair_center_forward_abs_threshold_m: 10.25
reverse_open_neither_distance_split:
medium_pair_center_forward_abs_threshold_m: 7.3
far_pair_center_forward_abs_threshold_m: 9.0
medium:
planning_horizon: 20
terminal_speed_weight: 450.0
trailer_heading_terminal: 500.0
trailer_heading_near_terminal: 1500.0
trailer_heading_near_path: 250.0
far:
planning_horizon: 16
terminal_speed_weight: 400.0
trailer_heading_terminal: 500.0
trailer_heading_near_terminal: 2000.0
trailer_heading_near_path: 250.0
far_temperature_pair_center_forward_abs_threshold_m: 10.3
far_temperature: 0.014
very_far_temperature_pair_center_forward_abs_threshold_m: 10.9
very_far_temperature: 0.015
reverse_tight_outer:
near_pair_center_forward_abs_threshold_m: 7.0
far_pair_center_forward_abs_threshold_m: 10.3
trailer_heading_near_terminal: 2000.0