I have completed many projects with PyTorch using my own desktop computer, with a good GPU/CPU setup. I’m interested in taking things to the next level, but I have no experience in this matter. If anyone has thoughts/recommendations for resources to explore:
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Training with multiple GPUs on some service like AWS with the use of MY OWN pre-defined directory structure with dataset files (images, annotations, etc.)
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Inference on a server after training
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Thoughts about which versions of PyTorch and other Python packages like Numpy, PIL, etc. I would be able to access with such a proposed setup
Any thoughts/insights/resources much appreciated.