Bases: LMOptimizersOperationalMetric
Average wall-clock latency (s) per LM call during the optimizer step.
Example:
program.compile(
metrics=[
synalinks.metrics.AvgOptimizerLatency(),
],
)
Source code in synalinks/src/metrics/lm_metrics.py
| @synalinks_export("synalinks.metrics.AvgOptimizerLatency")
class AvgOptimizerLatency(LMOptimizersOperationalMetric):
"""Average wall-clock latency (s) per LM call during the optimizer step.
Example:
```python
program.compile(
metrics=[
synalinks.metrics.AvgOptimizerLatency(),
],
)
```
"""
def __init__(self, name="avg_optimizer_latency"):
super().__init__(name=name)
def result(self):
calls = self._delta("calls")
if calls <= 0:
return 0.0
return self._delta("elapsed_s") / calls
|