tensorflow: Can't access gs:// logfiles using tensorboard
System information
- Have I written custom code (as opposed to using a stock example script provided in TensorFlow): No
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Ubuntu 14.04
- TensorFlow installed from (source or binary): pip install
- TensorFlow version (use command below): 1.2.1
- Python version:
3.6 - Exact command to reproduce:
tensorboard --logdir=gs://mybucket
Describe the problem
When trying to run tensorboard from a google cloud storage bucket the following error occurs:
tensorflow.python.framework.errors_impl.UnimplementedError: File system scheme gs not implemented
Even after running gs authentication
gcloud auth application-default login
Source code / logs
I was following this guide on training a pet object detector
About this issue
- Original URL
- State: closed
- Created 7 years ago
- Reactions: 5
- Comments: 37 (21 by maintainers)
I am also facing the same issue:
System information:
Have I written custom code (as opposed to using a stock example script provided in TensorFlow): No
OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows 10
TensorFlow installed from (source or binary):
pip3 install tensorflow
TensorFlow version (use command below):
1.3.0
Python version:
3.5.2
Exact command to reproduce:
tensorboard --logdir=gs://mybucket
Facing the same issue, on MacOS
This can happen if you build TensorFlow from source and answer “No” to the question “Do you wish to build TensorFlow with Google Cloud Platform support?”. However you indicated that you installed a pre-built TensorFlow via
pip install
which should presumably have this option enabled. Adding @jhseu to help.Unassigning because TensorBoard probably does not need this.
Running TensorBoard on a Windows PC to ingest gigabytes of event logs from Google Cloud Storage is almost certainly a mistake. It can result in bandwidth charges. Both from your ISP and GCP. If you have a Windows PC and use GCS, please run TensorBoard on GCE in the same zone. For example:
Windows has GCS disabled by default. Is this something that should be changed?
https://github.com/tensorflow/tensorflow/blob/master/configure.py#L1466
Did #14856 fully add in GCS support in Windows?
Both 1.5.0rc1 and nightly (1.6.0.dev20180117) still complain that gs scheme is not implemented.
/CC @jart for package collisions.
It seems that the problem comes from installing the package called
tensorboard
. If I just gopip install tensorflow
, it installstensorflow
andtensorflow-tensorboard
which works fine.So: Avoiding the package
tensorboard
and only installingtensorflow
solved this for me.