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Questions tagged [gcp-ai-platform-notebook]

AI Platform Notebooks is a GCP service that offers an integrated JupyterLab environment where you can create instances running JupyterLab. They come pre-installed with the latest data science and machine learning frameworks.

AI Platform Notebooks by Google Cloud Platform

An enterprise notebook service to get your projects up and running in minutes.

AI Platform Notebooks is a managed service that offers an integrated JupyterLab environment in which machine learning developers and data scientists can create instances running JupyterLab that come pre-installed with the latest data science and machine learning frameworks in a single click.

Notebooks is integrated with BigQuery, Cloud Dataproc, and Cloud Dataflow, making it easy to go from data ingestion to preprocessing and exploration, and eventually model training and deployment.

More info at https://cloud.google.com/ai-platform-notebooks/

200 questions
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Which Google Cloud Platform service is the easiest for running Tensorflow?

While working on Udacity Deep Learning assignments, I encountered memory problem. I need to switch to a cloud platform. I worked with AWS EC2 before but now I would like to try Google Cloud Platform (GCP). I will need at least 8GB memory. I know how…
Thoran
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What is the difference between google cloud datalab and google cloud ai platform notebooks?

I'm looking into the best way to set up an end-to-end machine learning pipeline, and evaluating the data exploration component options. I'm trying to figure out the difference between google cloud datalab, and google cloud ai platform notebooks.…
Rob
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How to remotely connect to GCP ML Engine/AWS Sagemaker managed notebooks?

GCP has finally released managed Jupyter notebooks. I would like to be able to interact with the notebook locally by connecting to it. Ie. i use PyCharm to connect to the externaly configured jupyter notebbok server by passing its URL & token…
olive_tree
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Unable to detect GPU via Tensorflow/Pytorch after restart DLVM

This issue happened when I restarted my cloud notebook server today. Can be reproduced using the steps below: Create a Google Cloud Notebook server with Tensorflow or Pytorch and GPU After start the server, open the python console: >>> import…
palpitation
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How to update Jupyter Lab version for GCP AI Platform Notebook

I created a GCP AI Platform Notebook instance a while ago, and the version seemed to be too low for many extensions I am trying to install. I did a pip install upgrade jupyterlab and restarted the VM instance. When I clicked on OPEN JUPYTERLAB, I…
kawingkelvin
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Custom code containers for google cloud-ml for inference

I am aware that it is possible to deploy custom containers for training jobs on google cloud and I have been able to get the same running using command. gcloud ai-platform jobs submit training infer name --region some_region…
Inder
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How do I get root access to AI Platform notebook within GCP?

I am logged as user jupyter in the terminal in my GCP AI Platform notebook instance. I want to just install a few things (cannot be installed by pip) and I am unable to ssh as root user using the gcloud command. It would be great if someone could…
srikantrao
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google cloud AI notebook save does not work

I created a deep learning instance inside the AI platform of google cloud . I use the built in jupyterlab notebooks running on the browser (I use chrome). Recently I have a problem with saving the code. autosave as well as saving the notebook files…
Rachel Shalom
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'Server Connection Error' on GCP (AI Platform Notebook)

I am facing some issues with GCP and the AI Platform (Jupyterlab) It seems that I am unable to maintain a stable connection with the server for a long time. I keep getting those 'server connection error' message. From there two…
hiya
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Vertex AI Workbench notebooks unresponsive

Having various problems accessing with GCP Vertex AI Workbench managed notebooks. Could really use some suggestions about recovering, and avoiding further failure. The original behavior (two days ago) was After working in the JupyterLab instance…
David Kaufman
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Google Cloud setting up proxy to jupyter lab error

I want to launch Jupyter notebook (User managed notebook) in Google Cloud but it keeps saying that "Setting up proxy to JupyterLab". I waited almost an hour but nothing changed. What can be the reason? Logs are as below: Jun 2 16:51:44 instance…
euphrates85
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Google cloud AI platform jupyter notebook instance will not open even after a reset and is running

I am using the Google AI platform which provides jupyterlab notebooks. I have 2 notebook instances set up to run R of which only one notebook now opens. The first notebook will not open regardless of the number of stops and resets I performed. The…
Vass
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Download Compressed Folder from Jupyter Notebook in GCloud Deep Learning VM

This seems to be a very simple question, but I couldn't find a way to do it. The jyputer notebook has the option to download file one by one. But my training process generates too many files, and I want to download them all at once. Is there any way…
jwyao
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Jupyterlab health check failing for AI Notebook

The JupyterLab health check is intermittently failing for my AI Notebook. I noticed that Jupyter service still works even when the health check fails, since my queries still get executed successfully, and I'm able to open my notebook by clicking…
Kalpana Chinnappan
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what is the default password for the `jupyter` user on AI platform notebook VMs?

i just tried to install oh-my-zsh on my notebook instance. it asked for the jupyter user's password, but i have no idea. i'm also tagging with gcp-ai-platform-notebook as the support page says to do. thanks in advance for any help here!
william_grisaitis
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