1.0 KiB
1.0 KiB
MlTrainedModelInferenceStats [interface-MlTrainedModelInferenceStats]
| Name | Type | Description |
|---|---|---|
cache_miss_count |
integer | The number of times the model was loaded for inference and was not retrieved from the cache. If this number is close to the inference_count, the cache is not being appropriately used. This can be solved by increasing the cache size or its time-to-live (TTL). Refer to general machine learning settings for the appropriate settings. |
failure_count |
integer | The number of failures when using the model for inference. |
inference_count |
integer | The total number of times the model has been called for inference. This is across all inference contexts, including all pipelines. |
missing_all_fields_count |
integer | The number of inference calls where all the training features for the model were missing. |
timestamp |
EpochTime<UnitMillis> | The time when the statistics were last updated. |