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         yes, no_grad is automatically applied around the validation loop: https://github.com/PyTorchLightning/pytorch-lightning/blob/131176b9f5e544a1133240a46dca1960308b7849/pytorch_lightning/trainer/trainer.py#L1195-L1196  | 
  
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I want know will validation_step use torch.no_grad to eval model or just use model.eval()?
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