Pinned

1. LARS-ImageNet-PyTorch LARS-ImageNet-PyTorch Public

   Accuracy 77%. Large batch deep learning optimizer LARS for ImageNet with PyTorch and ResNet, using Horovod for distribution. Optional accumulated gradient and NVIDIA DALI dataloader.

   Python 37 7

2. pytorch-lamb pytorch-lamb Public

   PyTorch implementation of LAMB for ImageNet/ResNet-50 training

   Python 13 2

3. InfoBatch InfoBatch Public

   Lossless Training Speed Up by Unbiased Dynamic Data Pruning

   Python 292 15

4. Neural-Network-Parameter-Diffusion Neural-Network-Parameter-Diffusion Public

   We introduce a novel approach for parameter generation, named neural network parameter diffusion (p-diff), which employs a standard latent diffusion model to synthesize a new set of parameters

   Python 772 38

5. OpenDiT OpenDiT Public

   OpenDiT: An Easy, Fast and Memory-Efficient System for DiT Training and Inference

   Python 1k 59