`dacbench.benchmarks.sgd_benchmark`

Module Contents

Classes

Benchmark with default configuration & relevant functions for SGD

Functions

__default_loss_function(**kwargs)

dacbench.benchmarks.sgd_benchmark.DEFAULT_CFG_SPACE

dacbench.benchmarks.sgd_benchmark.LR

dacbench.benchmarks.sgd_benchmark.__default_loss_function(**kwargs)

dacbench.benchmarks.sgd_benchmark.INFO

dacbench.benchmarks.sgd_benchmark.SGD_DEFAULTS

dacbench.benchmarks.sgd_benchmark.reward_range

class dacbench.benchmarks.sgd_benchmark.SGDBenchmark(config_path=None, config=None)

Bases: dacbench.abstract_benchmark.AbstractBenchmark

Benchmark with default configuration & relevant functions for SGD

get_environment(self)

Return SGDEnv env with current configuration

Returns: SGD environment
Return type: SGDEnv

read_instance_set(self, test=False): Read path of instances from config into list

get_benchmark(self, instance_set_path=None, seed=0)

Get benchmark from the LTO paper

Parameters: seed (int) – Environment seed
Returns: env – SGD environment
Return type: SGDEnv