Distributed Training with PyTorch DDP
Multiple GPUs are not free speed. Here is what actually has to be synchronized.
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PyTorch Mixed Precision and GPU Training
Most training loops are slower than they need to be, and the bottleneck is rarely where people assume.
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Reproducible Deep Learning Training
An experiment you cannot repeat is an anecdote, not a result.
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PyTorch Training Loop
Six lines in the right order, and the reasons each one has to be there.
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PyTorch Tensors and Autograd
Autograd is the computation graph you already built, constructed for you at runtime.