Spaces:
Running
on
CPU Upgrade
Running
on
CPU Upgrade
``` | |
from accelerate import Accelerator | |
accelerator = Accelerator() | |
train_dataloader, model, optimizer scheduler = accelerator.prepare( | |
dataloader, model, optimizer, scheduler | |
) | |
model.train() | |
for batch in train_dataloader: | |
optimizer.zero_grad() | |
inputs, targets = batch | |
outputs = model(inputs) | |
loss = loss_function(outputs, targets) | |
accelerator.backward(loss) | |
optimizer.step() | |
scheduler.step() | |
``` |