deeperwin.loggers.DataLogger

class deeperwin.loggers.DataLogger(config: deeperwin.configuration.LoggerBaseConfig, name, save_path='.')[source]

Bases: abc.ABC

Abstract class representing a generic data logger to store configs and metrics during wavefunction optimization.

Specific implementations include logging to a log-file, logging a full history to a binary file, and logging to web-services such as Weights & Biases.

__init__(config: deeperwin.configuration.LoggerBaseConfig, name, save_path='.')[source]

Methods

`__init__`(config, name[, save_path])
`log_checkpoint`(n_epoch[, params, ...])
`log_config`(config)
`log_metric`(key, value[, epoch, metric_type, ...])
`log_metrics`(metrics[, epoch, metric_type, ...])
`log_param`(key, value)
`log_params`(params)
`log_tags`(tags)
`on_run_begin`()
`on_run_end`()