Mike Dreves

Results 8 comments of Mike Dreves

ValueError: Unable to handle tensor pickup_latitude with rep dense_tensor

You should be allowed to rename the inputs. I haven't looked closely, but I wonder if updating to use TFMA with the newly added TFT support will work. Just change...

ValueError: Unable to handle tensor pickup_latitude with rep dense_tensor

TFMA is moving away from supporting using the keras model directly for inference. Instead all the inputs need to be defined via signatures. The transformations themselves also need to be...

when tf.keras meets get_model_type a memory leakage happens

I'm not sure how to control the memory in this case. The model is loaded and then thrown away which should release the memory. This is likely related to [1]....

TFMA and TF KERAS 2.0 model on pretrained model

TF2.0 is not yet supported. We are actively working on it, so check back in a few weeks.

TFMA and TF KERAS 2.0 model on pretrained model

I should have been clearer. Support for TF 2.0 estimators (keras model_to_estimator or otherwise) is not yet supported. That said, the error you are getting is because keras does not...

TFMA and TF KERAS 2.0 model on pretrained model

As of now, keras model_to_estimator requires that only the features used by the model be passed, so you would not be able to slice on additional features without additional work...

Multiclass confusion matrix / binarized metrics need class names, not just class IDs

We are looking into this, but don't yet have a clear solution. We would like to get the class id -> name mappings via the label vocab, but we don't...

Multiclass confusion matrix / binarized metrics need class names, not just class IDs

The idea has been floated internally a few times and we are still considering it, but the preference is to find something that is bundled with the model so that...