Bases: EmbeddingModelOptimizersOperationalMetric
Fraction of embedding calls that failed during the optimizer step.
Example:
program.compile(
metrics=[
synalinks.metrics.OptimizerEmbeddingErrorRate(),
],
)
Source code in synalinks/src/metrics/em_metrics.py
| @synalinks_export("synalinks.metrics.OptimizerEmbeddingErrorRate")
class OptimizerEmbeddingErrorRate(EmbeddingModelOptimizersOperationalMetric):
"""Fraction of embedding calls that failed during the optimizer step.
Example:
```python
program.compile(
metrics=[
synalinks.metrics.OptimizerEmbeddingErrorRate(),
],
)
```
"""
def __init__(self, name="optimizer_embedding_error_rate"):
super().__init__(name=name)
def result(self):
failed = self._delta("failed_calls")
total = self._delta("calls") + failed
if total <= 0:
return 0.0
return failed / total
|