Deep Learning, Pytorch, Fine Tuning, Computer Vision, Transfer Learning.
numerical instability issues that may arise when using lower-precision (FP16) computations. By scaling the loss and gradients appropriately, the scaler ensures that the optimizer's updates remain in a stable range. This implementation of mixed precision training with PyTorch’s AMP library allows