Deploy NVIDIA Modulus on Google Cloud GPUs with Docker - Physics-ML Simulation with Neural Networks

Описание: Deploy the NVIDIA Modulus Library on Google Cloud's GPU-powered VMs. Utilizing NVIDIA AI Enterprise's optimized VM instances available on the Google Cloud Marketplace, I'll walk you through every stage of setting up and running a Physics-ML simulation. Using a practical Computational Fluid Dynamics example—Navier Stokes Flow—you'll gain hands-on experience with the power of NVIDIA Modulus. I'll also show you how to transfer your simulation results from the virtual machine to a Google Cloud Storage bucket.

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Google Doc with documentation, links, and commands:
https://docs.google.com/document/d/1o...

Getting Started - NVIDIA AI Enterprise on Google Cloud:
   • Getting Started - NVIDIA AI Enterprise on ...  

How to Access GCS bucket from GCP VM:
   • How to Access GCS bucket from GCP VM  

Credit for the art ("The hero") on my desktop backgroudn goes to annalaura_art

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0:00 - Tutorial Purpose
2:27 - Google Cloud Requirements (GPU Quota)
8:40 - Launch NVIDIA AI Enterprise (Google Cloud Marketplace)
16:36 - Connect to VM
19:28 - Enable API Key
27:08 - Pull NVIDIA Modulus Docker Image
30:00 - Run NVIDIA Modulus Docker Container
33:45 - Run Simulation Example
36:31 - GPUs Prices Discussion
41:24 - Simulation Output Files
55:02 - Google Cloud Storage
01:09:03 - Outro
1:12:45 - Support Me on Patreon

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José Alvarez Cabrera
linkedin.com/in/jose-alvarez-cabrera