sciai.utils

Util module, containing commonly used Python utils, MindSpore utils, plot utils, etc.

`sciai.utils.calc_ckpt_name`	Concatenate optimal checkpoint name according to existing namespace arguments.
`sciai.utils.str2datatype`	Map from float data type string to MindSpore data type.
`sciai.utils.amp2datatype`	Map from auto mixed precision level string to MindSpore data type.
`sciai.utils.datatype2np`	Map from MindSpore data type to numpy data type.
`sciai.utils.download_resource`	Download the dataset and(or) checkpoint files for model named model_name.
`sciai.utils.flatten_add_dim`	flatten data and add an extra dimension at the end.
`sciai.utils.lazy_func`	Fabricate a lazy function which can be directly called later without arguments.
`sciai.utils.lazy_property`	Lazy property decorator signature.
`sciai.utils.log_config`	Log configuration.
`sciai.utils.make_sciai_dirs`	Create directories for a sciai project.
`sciai.utils.newfig`	Plot a new figure.
`sciai.utils.parse_arg`	Parse arguments according to terminal/bash inputs and config dictionary.
`sciai.utils.print_args`	Print and log args line by line.
`sciai.utils.print_log`	Print in the standard output stream as well as into the log file.
`sciai.utils.print_time`	Print end-to-end time elapsed for a function.
`sciai.utils.savefig`	Save figure in both pdf and png.
`sciai.utils.save_result_dir`	Save figure result in given directory.
`sciai.utils.set_seed`	Set random seed everywhere.
`sciai.utils.time_second`	Get time in milliseconds number, e.g., 1678243339.780746.
`sciai.utils.time_str`	Get time in string representation, e.g., "2000-12-31-23-59-59".
`sciai.utils.to_float`	Set cell(s) to a given data type.
`sciai.utils.to_tensor`	Cast array(ies)/tensor(s) to a given MindSpore data type.
`sciai.utils.to_tuple`	Convert a given param into tuple if it's not, otherwise keep it unchanged.