Params#

(hivenas.config.params)

All operational parameters used by HiveNAS and configuration methods.

class Params[source]#

Bases: object

Wrapper for all global operational parameters and the configuration loader

static config_form()[source]#

Facilitates the configuration UI form (for Google Colab) and exports all parameters as a dictionary

static evaluation_strategy_config()[source]#

Returns the evaluation strategy config dict

static export_yaml(path, filename, from_formdata=False)[source]#

Saves the current configurations to the given path as yaml

Parameters

path (str) – output path to save the yaml config file to
filename (str) – output file name
from_formdata (bool, optional) – determines whether the export instruction originated from the Google Colab UI form or called in code. When it originates from the form, data reload is required to ensure consistency (could be altered within the form)

static get_all_config()[source]#

Returns all operational parameters

Returns: returns the dict containing all configurations (for argparsing purposes)
Return type: dict

static get_results_path()[source]#

Gets the results path from RESULTS_BASE_PATH and CONFIG_VERSION

Returns: the joined path to the results directory or None if either RESULTS_BASE_PATH or CONFIG_VERSION is invalid
Return type: str

static init_from_yaml(path)[source]#

Initializes the global parameters from a given yaml config file

static search_space_config()[source]#

Returns the search space config dict

static set_parameter(key, val)[source]#

Overrides a default parameter (used by argparser)

Parameters