What happens if I run the jupyter notebook without using it in virtual environment?

Accelerated Computing Intelligent Video Analytics TAO Toolkit
1

FYI-
Upgraded my system

2

It is recommended to setup virtual environment to isolate the existing environment without worry of affecting other projects.

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I am training the model currently on KITTI Dataset. The current GPU Is GEFORCE RTX 3060 - 12gb RAM.
What is the expected time for it to train the model (approximately 7500 images)?

4

The training time is different under different networks, batch-size, input-size, etc.
There is not a conclusion for that. You can try to run.

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