- Selecting a virtual machine with a GPU, such as Amazon's P3 Instances.
- Pull & Run the MATLAB Deep Learning Container.
- See how long it takes to execute ~10-100 epochs (rather than waiting multiple days).
- See if this is quicker than your current desktop.
MATLAB Deep Learning Training with GPU using Neural Networks
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MOHAMMAD AQEEL on 9 May 2021
Hi Guys, I make my question very simple, I hope getting answers.
I have a dataset of about 65GB having 1 lac plus images. I want to run deep lerning training using Neural Networks. Problem is to run such large dataset, my laptop took almost 30 plus days as processing of large dataset is difficult without fast GPUs. Suggest me best way to do training my model with high speed either its paid or free. I am looking much needed answers. Thnaks.
David Willingham on 10 May 2021
As you have pointed out with your application, some deep learning training tasks can take a long time. My suggestion would be to see if any of the virtual machines on AWS or Azure will help you get your results sooner.
The MATLAB Deep Learning Container can be used to install MATLAB quickly and easily on any of the virtual machines from any cloud provider.
Deep Learning Product Manager