`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, **kwargs)¶

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