synxlin / deep-gradient-compression Star 224 Code Issues Pull requests [ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training deep-learning distributed-training gradient-compression deep-gradient-compression sparse-distributed-training Updated Jul 10, 2024 Python
xinyandai / gradient-quantization Star 35 Code Issues Pull requests vector quantization for stochastic gradient descent. sgd distributed-machine-learning federated-learning gradient-quantization gradient-compression Updated May 12, 2020 Python
HaoweiLi778 / JointSQ Star 11 Code Issues Pull requests Simple Implementation of the CVPR 2024 Paper "JointSQ: Joint Sparsification-Quantization for Distributed Learning" quantization big-model distributed-learning sparsification gradient-compression Updated Dec 29, 2024 Python
xinyandai / mpi-tensorflow Star 2 Code Issues Pull requests 😂Distributed optimizer implemented with TensorFlow MPI operation mpi sgd tensorflow-operation distributed-machine-learning mpi-tensorflow gradient-quantization gradient-compression Updated Mar 28, 2019 Python