def _format_metrics(self, metrics: Dict[str, Dict[str, float]]):
metrics_formatted = {}
for key, value in metrics.items():
metrics_formatted_ = [
utils.format_metric(m_name, m_value)
for m_name, m_value in sorted(value.items())
]
metrics_formatted_ = " | ".join(metrics_formatted_)
metrics_formatted[key] = metrics_formatted_
return metrics_formatted
def _format_metrics(self, metrics):
# metrics : dict[str: dict[str: float]]
metrics_formatted = {}
for key, value in metrics.items():
metrics_formatted_ = [
format_metric(m_name, m_value)
for m_name, m_value in sorted(value.items())
]
metrics_formatted_ = " | ".join(metrics_formatted_)
metrics_formatted[key] = metrics_formatted_
return metrics_formatted
def on_loader_end(self, state: _State):
"""Translate ``state.metric_manager`` to telegram channel"""
if self.log_on_loader_end:
metrics = state.loader_metrics
if self.metrics_to_log is None:
metrics_to_log = sorted(list(metrics.keys()))
else:
metrics_to_log = self.metrics_to_log
rows: List[str] = [
f"{state.loader_name} {state.global_epoch} epoch was finished:"
]
for name in metrics_to_log:
if name in metrics:
rows.append(utils.format_metric(name, metrics[name]))
text = "\n".join(rows)
self._send_text(text)
def on_loader_end(self, runner: IRunner):
"""Translate ``runner.metric_manager`` to telegram channel."""
if self.log_on_loader_end:
metrics = runner.loader_metrics
if self.metrics_to_log is None:
metrics_to_log = sorted(metrics.keys())
else:
metrics_to_log = self.metrics_to_log
rows: List[str] = [
f"{runner.loader_name} {runner.global_epoch}"
f" epoch was finished:"
]
for name in metrics_to_log:
if name in metrics:
rows.append(utils.format_metric(name, metrics[name]))
text = "\n".join(rows)
self._send_text(text)
