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Questions tagged [google-dl-platform]

Questions about Google Deep Learning Platform, especially Google Deep Learning Virtual Machine images

Deep Learning VM images offered by Google Cloud that are optimized for Machine Learning.

66 questions
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votes
3 answers

Stopping and starting a deep learning google cloud VM instance causes tensorflow to stop recognizing GPU

I am using the pre-built deep learning VM instances offered by google cloud, with an Nvidia tesla K80 GPU attached. I choose to have Tensorflow 2.5 and CUDA 11.0 automatically installed. When I start the instance, everything works great - I can…
Olivia Alcabes
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8
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1 answer

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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6
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2 answers

'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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6
votes
1 answer

Connecting to Jupyter Instance with VSCode

I have a running Google Deep Learning VM, I set up an SSH tunnel and when I navigate to http://localhost:8080, I am connected to the running Jupyter Lab instance. Running the command sudo service jupyter status, tells me that the service is running…
r0f1
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5
votes
1 answer

gsutil - Find Files and Folders

Is there a find or grep-like command that I can use to search my Google Buckets? I can only find ls, but it is not quite what I need. I want to search for specific folder names and file names, that contain a certain string or match a certain regex.
r0f1
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5
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3 answers

Error 502 (Bad Gateway) when accessing Jupyter Notebook from Google Deep Learning VM

I have recently quoted a Deep Learning VM from Google Cloud. DLVM provides a link to the jupyter notebook of our VM, but when I paste the link to the browser, it gave us Error 502 (Bad Gateway). The VM consists of 100 GB of memory, 4 vCPU (26 GB…
Curtis Lai
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4
votes
2 answers

Python >= 3.8 container on GCP (Vertex AI Workbench)

Problem: Python 3.7 is outdated, yet prebuilt containers for Vertex AI Workbench are all are built w/ 3.7. Is there a way to modify (e.g. rebuild the base containers that work w/ Vertex AI workbench), e.g. perhaps by setting an ARG command to…
Brian Bien
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4
votes
1 answer

After delployment of dl vm service of google cloud, the template is incompatible with Python3 warning

I used instructions of here to create a new deep learning vm but after deployment had finished I faced two warnings. Can anyone help me with this 2 warnings? The template is incompatible with Python3. Please fix the following errors: Exception in…
Arash
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votes
0 answers

Access dockerfiles for the GCP deep-learning-platform images

I'm using images derived from the deep-learning containers to run several tasks in the AI Platform Notebooks product. In order to make some changes to my derived images, it would be really helpful to know how the parent images are built but I can't…
UpstatePedro
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4
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1 answer

Pytorch: no CUDA-capable device is detected on Linux

When trying to run some Pytorch code I get this error: THCudaCheck FAIL file=/pytorch/aten/src/THC/THCGeneral.cpp line=74 error=38 : no CUDA-capable device is detected Traceback (most recent call last): File "demo.py", line 173, in test pca =…
skunkwerk
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3
votes
1 answer

DataProc HUB Instance with Internal IP address and no SSH access

Would like to use GCP provided dataproc-container-v20210802-debian-10 image to create Dataproc HUB notebook instance. In organization the VM instances with External IP address and SSH connection to VM are not allowed. We would like to use Dataproc…
Yogesh Gaikar
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1 answer

How do I change the root directory for jupyter lab when using google cloud compute's Deep Learning VM?

I have successfully set up a GCP instance from the "Deep Learning Virtual Machine Image" as directed by the documentation. I have an ipython notebook file in the following path: /home/myname/my-notebook.ipynb When I go to http://localhost:8080/…
Goodword
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2 answers

Web Preview from CloudShell of Jupyter Lab doesn't work

I'm using the instructions to start the Deep Learning Image from Cloud Shell: export IMAGE_FAMILY="tf-latest-cu92" export ZONE="us-central1-f" export INSTANCE_NAME="myvm" gcloud compute instances create $INSTANCE_NAME \  --zone=$ZONE  \ …
Lak
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0 answers

Cannot Locate GPU Quota Increase for Google Cloud Account

I am currently trying to increase the GPU quota for Google Cloud Platform. However, I am unable to search Google Compute Engine API for increasing the GPU quota. No option comes up when I search for "Compute Engine API" or "GPU All Regions" Has the…
Stephen Wong
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2
votes
2 answers

Unable to create GCP Deep Learning VM instance with GPU

I'm trying to get a GCP "Deep Learning VM" instance running with a GPU. Following these instructions. I'm being hit with a You've gone over GPUs (all regions) quota by 1 GPU. Please increase your quota in the quotas page. Learn more. However when I…
Liam Pieri
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