Support for tensorflow 1.14?

[panfeng-hover]

Hello, I am wondering when will the docker image support for tensorflow 1.14 available? Thanks!

The image '520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:1.13-gpu-py3' does not exist.

[knakad]

Actually, we're actively currently working on releasing 1.14! We'll follow up when it's ready =)

Out of curiosity, what new feature are you aiming for with 1.14?

You also linked an error regarding 1.13. Was that purposeful?

[panfeng-hover]

Oh, I think I actually need the tf 1.14 for sagemaker-tensorflow-serving-container. The above error is due to TensorFlowModel not support py3.

@ChoiByungWook gives a detail explanation in a similar issue. aws/sagemaker-python-sdk#912

The reason I need tf 1.14 is basically I need to use mask-rcnn model, currently in tensorflow/models repo, the mask-rcnn not support multiple gpu training, which is quite slow. So I decide to switch to use the one in tensorflow/tpu, which support a lot larger batch size, and it requires tf 1.14 for official support for mask-rcnn.

Since currently, SageMaker doesn't provide mask-rcnn model for training, I generally trained the model somewhere firstly and then deploy it on SageMaker endpoint.

[icywang86rui]

Like @knakad mentioned we are currently working on 1.14 release and it will be available in the near future. Sorry that you are blocked for now. Closing the issue for now. Feel free to reopen if you have any further questions.

[ks233ever]

@icywang86rui @knakad ,did the 1.14 release happen/ do you have an ETA?

[Juliopr]

so. did the 1.14 release happened? or its only python 2.7 with tensroflow 1.12.

[Rhuax]

Up

[laurenyu]

@panfeng-hover @ks233ever @Juliopr @Rhuax TF 1.14 support has been released. You can find the full list of supported versions at https://github.com/aws/sagemaker-python-sdk#tensorflow-sagemaker-estimators