Bases: EmbeddingModelOptimizersOperationalMetric
Cache hit rate for optimizer-phase embedding inputs.
Example:
program.compile(
metrics=[
synalinks.metrics.OptimizerEmbeddingCacheHitRate(),
],
)
Source code in synalinks/src/metrics/em_metrics.py
| @synalinks_export("synalinks.metrics.OptimizerEmbeddingCacheHitRate")
class OptimizerEmbeddingCacheHitRate(EmbeddingModelOptimizersOperationalMetric):
"""Cache hit rate for optimizer-phase embedding inputs.
Example:
```python
program.compile(
metrics=[
synalinks.metrics.OptimizerEmbeddingCacheHitRate(),
],
)
```
"""
def __init__(self, name="optimizer_embedding_cache_hit_rate"):
super().__init__(name=name)
def result(self):
prompt = self._delta("prompt_tokens")
if prompt <= 0:
return 0.0
return self._delta("cached_tokens") / prompt
|