Bases: EmbeddingModelOperationalMetric
Average vectors (i.e. batch size) per embedding call over this run.
Example:
program.compile(
metrics=[
synalinks.metrics.AvgEmbeddingVectorsPerCall(),
],
)
Source code in synalinks/src/metrics/em_metrics.py
| @synalinks_export("synalinks.metrics.AvgEmbeddingVectorsPerCall")
class AvgEmbeddingVectorsPerCall(EmbeddingModelOperationalMetric):
"""Average vectors (i.e. batch size) per embedding call over this run.
Example:
```python
program.compile(
metrics=[
synalinks.metrics.AvgEmbeddingVectorsPerCall(),
],
)
```
"""
def __init__(self, name="avg_embedding_vectors_per_call"):
super().__init__(name=name)
def result(self):
calls = self._delta("calls")
if calls <= 0:
return 0.0
return self._delta("vectors") / calls
|