I show how to install Nvidia Modulus on Google Colab for free.
Nvidia Modulus is a neural network framework that blends the power of physics with AI to solve partial differential equations.
Google Colab is a hosted Jupyter Notebook service that provides access free of charge to computing resources including GPUs.
Template notebook with installation commands:
[ Ссылка ]
References:
[ Ссылка ]
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0:00 - Tutorial Purpose
0:10 - What is Nvidia Modulus?
0:24 - Explanation of GPUs and Parallel Computing
0:50 - Parallel Nature of Neural Networks
1:23 - What is Google Colab?
1:41 - Disclaimer about Nvidia T4 Data Center GPUs vs. Volta V100
2:37 - Docker Image vs. Bare Metal Install
3:12 - Configure GPU on Google Colab
5:15 - Install Python Dependencies
6:40 - Clone Nvidia Modulus Repo
11:32 - Install Nvidia Modulus
13:56 - How to Navigate Folders on Colab?
14:38 - Clone Examples Repository
15:58 - Git Large File Storage (LFS)
16:58 - Verify Installation
18:36 - Downgrade Hydra-Core Library
19:50 - Git LFS Error
22:11 - Troubleshooting Installation Errors
29:41 - Run Example Simulation
31:51 - Final Remarks
