Index

_

__init__() (kernel_tuner.backends.compiler.CompilerFunctions method) (kernel_tuner.backends.cupy.CupyFunctions method) (kernel_tuner.backends.hip.HipFunctions method) (kernel_tuner.backends.nvcuda.CudaFunctions method) (kernel_tuner.backends.opencl.OpenCLFunctions method) (kernel_tuner.backends.pycuda.PyCudaFunctions method) (kernel_tuner.core.DeviceInterface method) (kernel_tuner.runners.sequential.SequentialRunner method) (kernel_tuner.runners.simulation.SimulationRunner method)

A

acceptance_prob() (in module kernel_tuner.strategies.simulated_annealing)

after_finish() (kernel_tuner.observers.BenchmarkObserver method) after_start() (kernel_tuner.observers.BenchmarkObserver method)

B

before_start() (kernel_tuner.observers.BenchmarkObserver method) benchmark() (kernel_tuner.core.DeviceInterface method)

benchmark_continuous() (kernel_tuner.core.DeviceInterface method) benchmark_default() (kernel_tuner.core.DeviceInterface method) BenchmarkObserver (class in kernel_tuner.observers)

C

check_argument_list() (in module kernel_tuner.util) check_argument_type() (in module kernel_tuner.util) check_kernel_output() (kernel_tuner.core.DeviceInterface method) check_restrictions() (in module kernel_tuner.util) check_stop_criterion() (in module kernel_tuner.util) check_thread_block_dimensions() (in module kernel_tuner.util) check_tune_params_list() (in module kernel_tuner.util) cleanup_lib() (kernel_tuner.backends.compiler.CompilerFunctions method) CompilationFailedConfig (class in kernel_tuner.util) compile() (kernel_tuner.backends.compiler.CompilerFunctions method) (kernel_tuner.backends.cupy.CupyFunctions method) (kernel_tuner.backends.hip.HipFunctions method) (kernel_tuner.backends.nvcuda.CudaFunctions method) (kernel_tuner.backends.opencl.OpenCLFunctions method) (kernel_tuner.backends.pycuda.PyCudaFunctions method) compile_kernel() (kernel_tuner.core.DeviceInterface method) compile_restrictions() (in module kernel_tuner.util) CompilerFunctions (class in kernel_tuner.backends.compiler) compute_intensity() (kernel_tuner.strategies.firefly_algorithm.Firefly method) config_valid() (in module kernel_tuner.util) convert_constraint_restriction() (in module kernel_tuner.util) copy_constant_memory_args() (kernel_tuner.backends.cupy.CupyFunctions method) (kernel_tuner.backends.hip.HipFunctions method) (kernel_tuner.backends.nvcuda.CudaFunctions method) (kernel_tuner.backends.opencl.OpenCLFunctions method) (kernel_tuner.backends.pycuda.PyCudaFunctions method) (kernel_tuner.core.DeviceInterface method)

copy_shared_memory_args() (kernel_tuner.backends.cupy.CupyFunctions method) (kernel_tuner.backends.hip.HipFunctions method) (kernel_tuner.backends.nvcuda.CudaFunctions method) (kernel_tuner.backends.opencl.OpenCLFunctions method) (kernel_tuner.backends.pycuda.PyCudaFunctions method) (kernel_tuner.core.DeviceInterface method) copy_texture_memory_args() (kernel_tuner.backends.cupy.CupyFunctions method) (kernel_tuner.backends.hip.HipFunctions method) (kernel_tuner.backends.nvcuda.CudaFunctions method) (kernel_tuner.backends.opencl.OpenCLFunctions method) (kernel_tuner.backends.pycuda.PyCudaFunctions method) (kernel_tuner.core.DeviceInterface method) correct_open_cache() (in module kernel_tuner.util) create_device_targets() (in module kernel_tuner) create_kernel_instance() (kernel_tuner.core.DeviceInterface method) cuda_error_check() (in module kernel_tuner.util) CudaFunctions (class in kernel_tuner.backends.nvcuda) CupyFunctions (class in kernel_tuner.backends.cupy)

D

default() (kernel_tuner.util.NpEncoder method) delete_temp_file() (in module kernel_tuner.util) detect_language() (in module kernel_tuner.util) DeviceInterface (class in kernel_tuner.core)

disruptive_uniform_crossover() (in module kernel_tuner.strategies.genetic_algorithm) distance_to() (kernel_tuner.strategies.firefly_algorithm.Firefly method) dump_cache() (in module kernel_tuner.util) during() (kernel_tuner.observers.BenchmarkObserver method)

E

ErrorConfig (class in kernel_tuner.util)

F

Firefly (class in kernel_tuner.strategies.firefly_algorithm)

G

generate_normalized_param_dicts() (in module kernel_tuner.strategies.bayes_opt) get_best_config() (in module kernel_tuner.util) get_config_string() (in module kernel_tuner.util) get_environment() (kernel_tuner.core.DeviceInterface method) get_grid_dimensions() (in module kernel_tuner.util) get_instance_string() (in module kernel_tuner.util) get_kernel_string() (in module kernel_tuner.util)

get_options() (in module kernel_tuner.strategies.common) get_problem_size() (in module kernel_tuner.util) get_results() (kernel_tuner.observers.BenchmarkObserver method) get_smem_args() (in module kernel_tuner.util) get_strategy_docstring() (in module kernel_tuner.strategies.common) get_temp_filename() (in module kernel_tuner.util) get_thread_block_dimensions() (in module kernel_tuner.util) get_total_timings() (in module kernel_tuner.util)

H

HipFunctions (class in kernel_tuner.backends.hip)

I

InvalidConfig (class in kernel_tuner.util)

K

kernel_finished() (kernel_tuner.backends.compiler.CompilerFunctions method) (kernel_tuner.backends.cupy.CupyFunctions method) (kernel_tuner.backends.hip.HipFunctions method) (kernel_tuner.backends.nvcuda.CudaFunctions method) (kernel_tuner.backends.opencl.OpenCLFunctions method) (kernel_tuner.backends.pycuda.PyCudaFunctions method) kernel_tuner.strategies.basinhopping module kernel_tuner.strategies.bayes_opt module kernel_tuner.strategies.brute_force module kernel_tuner.strategies.common module kernel_tuner.strategies.diff_evo module kernel_tuner.strategies.dual_annealing module kernel_tuner.strategies.firefly_algorithm module

kernel_tuner.strategies.genetic_algorithm module kernel_tuner.strategies.greedy_ils module kernel_tuner.strategies.greedy_mls module kernel_tuner.strategies.minimize module kernel_tuner.strategies.mls module kernel_tuner.strategies.ordered_greedy_mls module kernel_tuner.strategies.pso module kernel_tuner.strategies.random_sample module kernel_tuner.strategies.simulated_annealing module kernel_tuner.util module

L

looks_like_a_filename() (in module kernel_tuner.util)

M

make_strategy_options_doc() (in module kernel_tuner.strategies.common) memcpy_dtoh() (kernel_tuner.backends.compiler.CompilerFunctions method) (kernel_tuner.backends.cupy.CupyFunctions method) (kernel_tuner.backends.hip.HipFunctions method) (kernel_tuner.backends.nvcuda.CudaFunctions static method) (kernel_tuner.backends.opencl.OpenCLFunctions method) (kernel_tuner.backends.pycuda.PyCudaFunctions method) (kernel_tuner.core.DeviceInterface method) memcpy_htod() (kernel_tuner.backends.compiler.CompilerFunctions method) (kernel_tuner.backends.cupy.CupyFunctions method) (kernel_tuner.backends.hip.HipFunctions method) (kernel_tuner.backends.nvcuda.CudaFunctions static method) (kernel_tuner.backends.opencl.OpenCLFunctions method) (kernel_tuner.backends.pycuda.PyCudaFunctions method) memset() (kernel_tuner.backends.compiler.CompilerFunctions method) (kernel_tuner.backends.cupy.CupyFunctions method) (kernel_tuner.backends.hip.HipFunctions method) (kernel_tuner.backends.nvcuda.CudaFunctions static method) (kernel_tuner.backends.opencl.OpenCLFunctions method) (kernel_tuner.backends.pycuda.PyCudaFunctions method)

module kernel_tuner.strategies.basinhopping kernel_tuner.strategies.bayes_opt kernel_tuner.strategies.brute_force kernel_tuner.strategies.common kernel_tuner.strategies.diff_evo kernel_tuner.strategies.dual_annealing kernel_tuner.strategies.firefly_algorithm kernel_tuner.strategies.genetic_algorithm kernel_tuner.strategies.greedy_ils kernel_tuner.strategies.greedy_mls kernel_tuner.strategies.minimize kernel_tuner.strategies.mls kernel_tuner.strategies.ordered_greedy_mls kernel_tuner.strategies.pso kernel_tuner.strategies.random_sample kernel_tuner.strategies.simulated_annealing kernel_tuner.util move_towards() (kernel_tuner.strategies.firefly_algorithm.Firefly method) mutate() (in module kernel_tuner.strategies.genetic_algorithm)

N

neighbor() (in module kernel_tuner.strategies.simulated_annealing) normalize_parameter_space() (in module kernel_tuner.strategies.bayes_opt)

normalize_verify_function() (in module kernel_tuner.util) NpEncoder (class in kernel_tuner.util) NVMLObserver (class in kernel_tuner.observers.nvml)

O

OpenCLFunctions (class in kernel_tuner.backends.opencl)

P

parse_restrictions() (in module kernel_tuner.util) PMTObserver (class in kernel_tuner.observers.pmt) PowerSensorObserver (class in kernel_tuner.observers.powersensor) prepare_kernel_string() (in module kernel_tuner.util) preprocess_gpu_arguments() (kernel_tuner.core.DeviceInterface static method)

print_config() (in module kernel_tuner.util) print_config_output() (in module kernel_tuner.util) process_cache() (in module kernel_tuner.util) process_metrics() (in module kernel_tuner.util) prune_parameter_space() (in module kernel_tuner.strategies.bayes_opt) PyCudaFunctions (class in kernel_tuner.backends.pycuda)

R

read_cache() (in module kernel_tuner.util) read_file() (in module kernel_tuner.util) ready_argument_list() (kernel_tuner.backends.compiler.CompilerFunctions method) (kernel_tuner.backends.cupy.CupyFunctions method) (kernel_tuner.backends.hip.HipFunctions method) (kernel_tuner.backends.nvcuda.CudaFunctions method) (kernel_tuner.backends.opencl.OpenCLFunctions method) (kernel_tuner.backends.pycuda.PyCudaFunctions method) (kernel_tuner.core.DeviceInterface method) register_configuration() (kernel_tuner.observers.BenchmarkObserver method) register_device() (kernel_tuner.observers.BenchmarkObserver method)

replace_param_occurrences() (in module kernel_tuner.util) run() (kernel_tuner.runners.sequential.SequentialRunner method) (kernel_tuner.runners.simulation.SimulationRunner method) run_kernel() (in module kernel_tuner) (kernel_tuner.backends.compiler.CompilerFunctions method) (kernel_tuner.backends.cupy.CupyFunctions method) (kernel_tuner.backends.hip.HipFunctions method) (kernel_tuner.backends.nvcuda.CudaFunctions method) (kernel_tuner.backends.opencl.OpenCLFunctions method) (kernel_tuner.backends.pycuda.PyCudaFunctions method) (kernel_tuner.core.DeviceInterface method) RuntimeFailedConfig (class in kernel_tuner.util)

S

scale_from_params() (in module kernel_tuner.strategies.common) SequentialRunner (class in kernel_tuner.runners.sequential) setup_block_and_grid() (in module kernel_tuner.util) setup_method_arguments() (in module kernel_tuner.strategies.common) setup_method_options() (in module kernel_tuner.strategies.common) SimulationRunner (class in kernel_tuner.runners.simulation) single_point_crossover() (in module kernel_tuner.strategies.genetic_algorithm) SkippableFailure snap_to_nearest_config() (in module kernel_tuner.strategies.common) start_event() (kernel_tuner.backends.compiler.CompilerFunctions method) (kernel_tuner.backends.cupy.CupyFunctions method) (kernel_tuner.backends.hip.HipFunctions method) (kernel_tuner.backends.nvcuda.CudaFunctions method) (kernel_tuner.backends.opencl.OpenCLFunctions method) (kernel_tuner.backends.pycuda.PyCudaFunctions method)

stop_event() (kernel_tuner.backends.compiler.CompilerFunctions method) (kernel_tuner.backends.cupy.CupyFunctions method) (kernel_tuner.backends.hip.HipFunctions method) (kernel_tuner.backends.nvcuda.CudaFunctions method) (kernel_tuner.backends.opencl.OpenCLFunctions method) (kernel_tuner.backends.pycuda.PyCudaFunctions method) StopCriterionReached store_cache() (in module kernel_tuner.util) store_results() (in module kernel_tuner) synchronize() (kernel_tuner.backends.compiler.CompilerFunctions method) (kernel_tuner.backends.cupy.CupyFunctions method) (kernel_tuner.backends.hip.HipFunctions method) (kernel_tuner.backends.nvcuda.CudaFunctions static method) (kernel_tuner.backends.opencl.OpenCLFunctions method) (kernel_tuner.backends.pycuda.PyCudaFunctions method)

T

tune() (in module kernel_tuner.strategies.basinhopping) (in module kernel_tuner.strategies.bayes_opt) (in module kernel_tuner.strategies.brute_force) (in module kernel_tuner.strategies.diff_evo) (in module kernel_tuner.strategies.dual_annealing) (in module kernel_tuner.strategies.firefly_algorithm) (in module kernel_tuner.strategies.genetic_algorithm) (in module kernel_tuner.strategies.greedy_ils) (in module kernel_tuner.strategies.greedy_mls) (in module kernel_tuner.strategies.minimize) (in module kernel_tuner.strategies.mls) (in module kernel_tuner.strategies.ordered_greedy_mls) (in module kernel_tuner.strategies.pso) (in module kernel_tuner.strategies.random_sample) (in module kernel_tuner.strategies.simulated_annealing)

tune_kernel() (in module kernel_tuner) two_point_crossover() (in module kernel_tuner.strategies.genetic_algorithm)

U

uniform_crossover() (in module kernel_tuner.strategies.genetic_algorithm)

unscale_and_snap_to_nearest() (in module kernel_tuner.strategies.common)

W

weighted_choice() (in module kernel_tuner.strategies.genetic_algorithm)

write_file() (in module kernel_tuner.util)