tensorboard with custom docker image without notebook

0

Hi,
Is it possible to use tensorboard with a custom docker image without using a notebook ? Is there any other method to monitor the training process ? I'm using the tensorflow object detection API and currently exposing metrics (only loss) from cloudwatch using a regex but I'd like a more detailed way like tensorboar.. is that possible ??
Thanks

rokk07
질문됨 4년 전363회 조회
2개 답변
0

Yes, it is possible to use tensorboard outside of the SageMaker notebooks.
Here is an example https://github.com/awslabs/amazon-sagemaker-examples/blob/master/sagemaker-python-sdk/keras_script_mode_pipe_mode_horovod/tensorflow_keras_CIFAR10.ipynb that uses TensorBoard to compare the training jobs.
All of it can be run locally.

답변함 4년 전
0

For anyone interested I made a tutorial for this:

https://github.com/roccopietrini/TFSagemakerDetection

Edited by: rokk07 on Jan 25, 2021 2:28 AM

rokk07
답변함 3년 전

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