4 sources healthy · latest episode 9 Nov 2026
descriptive claim

Andrej Karpathy says PyTorch’s DistributedDataParallel container synchronizes gradients across GPUs during the backward pass.

Andrej Karpathy · Andrej Karpathy — AGI is still a decade away · 17 Oct 2025

In their words

The transcript segments this claim was taken from

“The way to synchronize gradients between them is to use a distributed data parallel container of PyTorch, which automatically does all the,”
“as you're doing the backward,”
“it will start communicating and synchronizing gradients.”
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