Index

A

average_setup_time_ (SkyOptimization attribute)

B

benchmark_cost_results_ (SkyOptimization attribute) benchmark_cost_substring_1_ (SkyOptimization attribute) benchmark_cost_substring_2_ (SkyOptimization attribute) benchmark_cost_substring_cost_index_ (SkyOptimization attribute) benchmark_cost_substring_cpu_index_ (SkyOptimization attribute) benchmark_objective_cost_results_ (SkyOptimization attribute) benchmark_range_ (SkyOptimization attribute) benchmark_threads_ (SkyOptimization attribute) benchmark_time_results_ (SkyOptimization attribute) benchmark_time_substring_1_ (SkyOptimization attribute) benchmark_time_substring_2_ (SkyOptimization attribute) benchmark_yaml_list_ (SkyOptimization attribute) built-in function models.GPUModel.__init__() models.GPUModel.const_model() models.GPUModel.exp_model() models.GPUModel.getModel() models.GPUModel.hyper_model() models.GPUModel.linear_model() models.GPUModel.log_model() models.GPUModel.power_model() models.GPUModel.regression() models.Model.__init__() models.Model.exp_exp_model() models.Model.exp_hyper_model() models.Model.exp_linear_model() models.Model.exp_log_model() models.Model.exp_power_model() models.Model.getModel() models.Model.hyper_exp_model() models.Model.hyper_hyper_model() models.Model.hyper_linear_model() models.Model.hyper_log_model() models.Model.hyper_power_model() models.Model.linear_exp_model() models.Model.linear_hyper_model() models.Model.linear_linear_model() models.Model.linear_log_model() models.Model.linear_power_model() models.Model.log_exp_model() models.Model.log_hyper_model() models.Model.log_linear_model() models.Model.log_log_model() models.Model.log_power_model() models.Model.power_exp_model() models.Model.power_hyper_model() models.Model.power_linear_model() models.Model.power_log_model() models.Model.power_power_model() models.Model.regression() sky_optimization.main() sky_optimization.terminateClusters() SkyOptimization.__init__() SkyOptimization.binarySearchRounding() SkyOptimization.costFunction() SkyOptimization.createBenchmarks() SkyOptimization.createBounds() SkyOptimization.createConstraints() SkyOptimization.createObjectiveFunction() SkyOptimization.findCpuValues() SkyOptimization.findGpuValues() SkyOptimization.findInstance() SkyOptimization.fullOptimization() SkyOptimization.getCostOptimization() SkyOptimization.getObjectiveCost() SkyOptimization.getTimeOptimization() SkyOptimization.memoryFunction() SkyOptimization.objectiveCostFunction() SkyOptimization.regressionSolver() SkyOptimization.runSkyBenchmarks() SkyOptimization.skyBenchmark() SkyOptimization.solveOptimization() SkyOptimization.timeFunction()

C

COST (sky_optimization attribute) cost_model_coefficients_ (SkyOptimization attribute) cost_model_info_ (SkyOptimization attribute) cost_optimization_results_ (SkyOptimization attribute)

costModel_ (SkyOptimization attribute) count_ (SkyOptimization attribute) cpu_candiate_index_ (SkyOptimization attribute) cpu_start_index_ (SkyOptimization attribute) cpu_str_offset_ (SkyOptimization attribute)

D

data_file_ (SkyOptimization attribute) data_file_name_ (SkyOptimization attribute)

debug_ (SkyOptimization attribute) duration_min_index_ (SkyOptimization attribute) duration_sec_index_ (SkyOptimization attribute)

G

got_cost_info_ (SkyOptimization attribute)

gpu_type_ (SkyOptimization attribute) gpu_yaml_file_ (SkyOptimization attribute)

I

is_const_model_ (models.GPUModel attribute) is_dexnet_ (SkyOptimization attribute)

is_motion_planning_ (SkyOptimization attribute) is_slam_ (SkyOptimization attribute)

M

max_cost_ (SkyOptimization attribute) max_cpu_ (SkyOptimization attribute) max_memory_ (SkyOptimization attribute) max_objective_cost_ (SkyOptimization attribute) max_rsquared_ (models.GPUModel attribute) (models.Model attribute) max_time_ (SkyOptimization attribute) mem_to_cpu_ratio_for_gpu_ (SkyOptimization attribute) min_gpu_substring_1_ (SkyOptimization attribute) min_gpu_substring_2_ (SkyOptimization attribute) MINUTES_PER_HOUR (SkyOptimization attribute) model_ (models.GPUModel attribute) (models.Model attribute) models (built-in class) models.GPUModel (built-in class) models.GPUModel.__init__() built-in function models.GPUModel.const_model() built-in function models.GPUModel.exp_model() built-in function models.GPUModel.getModel() built-in function models.GPUModel.hyper_model() built-in function models.GPUModel.linear_model() built-in function models.GPUModel.log_model() built-in function models.GPUModel.power_model() built-in function models.GPUModel.regression() built-in function models.Model (built-in class) models.Model.__init__() built-in function models.Model.exp_exp_model() built-in function models.Model.exp_hyper_model() built-in function models.Model.exp_linear_model() built-in function models.Model.exp_log_model() built-in function models.Model.exp_power_model() built-in function

models.Model.getModel() built-in function models.Model.hyper_exp_model() built-in function models.Model.hyper_hyper_model() built-in function models.Model.hyper_linear_model() built-in function models.Model.hyper_log_model() built-in function models.Model.hyper_power_model() built-in function models.Model.linear_exp_model() built-in function models.Model.linear_hyper_model() built-in function models.Model.linear_linear_model() built-in function models.Model.linear_log_model() built-in function models.Model.linear_power_model() built-in function models.Model.log_exp_model() built-in function models.Model.log_hyper_model() built-in function models.Model.log_linear_model() built-in function models.Model.log_log_model() built-in function models.Model.log_power_model() built-in function models.Model.power_exp_model() built-in function models.Model.power_hyper_model() built-in function models.Model.power_linear_model() built-in function models.Model.power_log_model() built-in function models.Model.power_power_model() built-in function models.Model.regression() built-in function

N

no_gpu_map_ (SkyOptimization attribute)

num_steps_and_duration_ (SkyOptimization attribute) num_steps_index_ (SkyOptimization attribute)

O

OBJECTIVE_COST (sky_optimization attribute) objective_cost_model_coefficients_ (SkyOptimization attribute) objective_cost_model_info_ (SkyOptimization attribute) objective_cost_optimization_results_ (SkyOptimization attribute)

objectiveCostModel_ (SkyOptimization attribute) optimal_cost_instance_ (SkyOptimization attribute) optimal_objective_cost_instance_ (SkyOptimization attribute) optimal_time_instance_ (SkyOptimization attribute) optimization_function_type_length_ (SkyOptimization attribute)

P

possible_cpus_ (SkyOptimization attribute)

R

r_squared_threshold_ (models.GPUModel attribute) relevant_cpu_list_ (SkyOptimization attribute)

relevant_hardware_list_ (SkyOptimization attribute) result_queue_ (SkyOptimization attribute)

S

SECONDS_PER_HOUR (SkyOptimization attribute) SECONDS_PER_MINUTE (SkyOptimization attribute) seconds_per_step_index_ (SkyOptimization attribute) sky_optimization (built-in class) sky_optimization.main() built-in function sky_optimization.terminateClusters() built-in function SkyOptimization (built-in class) SkyOptimization.__init__() built-in function SkyOptimization.binarySearchRounding() built-in function SkyOptimization.costFunction() built-in function SkyOptimization.createBenchmarks() built-in function SkyOptimization.createBounds() built-in function SkyOptimization.createConstraints() built-in function SkyOptimization.createObjectiveFunction() built-in function SkyOptimization.findCpuValues() built-in function SkyOptimization.findGpuValues() built-in function

SkyOptimization.findInstance() built-in function SkyOptimization.fullOptimization() built-in function SkyOptimization.getCostOptimization() built-in function SkyOptimization.getObjectiveCost() built-in function SkyOptimization.getTimeOptimization() built-in function SkyOptimization.memoryFunction() built-in function SkyOptimization.objectiveCostFunction() built-in function SkyOptimization.regressionSolver() built-in function SkyOptimization.runSkyBenchmarks() built-in function SkyOptimization.skyBenchmark() built-in function SkyOptimization.solveOptimization() built-in function SkyOptimization.timeFunction() built-in function solutions_in_constraints_ (SkyOptimization attribute) solutions_outside_constraints_ (SkyOptimization attribute) steps_ (SkyOptimization attribute)

T

t4_map_ (SkyOptimization attribute) TIME (sky_optimization attribute) time_model_coefficients_ (SkyOptimization attribute)

time_model_info_ (SkyOptimization attribute) time_optimization_results_ (SkyOptimization attribute) timeModel_ (SkyOptimization attribute)

X

x_ (models.GPUModel attribute) (models.Model attribute)

Y

y_ (models.GPUModel attribute) (models.Model attribute)

yaml_file_ (SkyOptimization attribute) yaml_file_contents_ (SkyOptimization attribute)

Z

ZERO_EPSILON (SkyOptimization attribute)