Alternatives and similar repositories for gradient-checkpointing

Users that are interested in gradient-checkpointing are comparing it to the libraries listed below

• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,392Updated 7 months ago
• tensorflow / mesh
  Mesh TensorFlow: Model Parallelism Made Easier
  ☆1,626Updated 2 years ago
• meta-pytorch / tnt
  A lightweight library for PyTorch training tools and utilities
  ☆1,718Updated 3 weeks ago
• openai / sparse_attention
  Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"
  ☆1,602Updated 5 years ago
• williamFalcon / test-tube
  Python library to easily log experiments and parallelize hyperparameter search for neural networks
  ☆735Updated 3 years ago
• Stonesjtu / pytorch_memlab
  Profiling and inspecting memory in pytorch
  ☆1,076Updated 3 months ago
• google-research / morph-net
  Fast & Simple Resource-Constrained Learning of Deep Network Structure
  ☆1,032Updated last week
• kakaobrain / torchgpipe
  A GPipe implementation in PyTorch
  ☆859Updated last year
• bckenstler / CLR
  ☆1,211Updated 5 years ago
• openai / blocksparse
  Efficient GPU kernels for block-sparse matrix multiplication and convolution
  ☆1,063Updated 2 years ago
• Santosh-Gupta / SpeedTorch
  Library for faster pinned CPU <-> GPU transfer in Pytorch
  ☆683Updated 5 years ago
• LiyuanLucasLiu / RAdam
  On the Variance of the Adaptive Learning Rate and Beyond
  ☆2,550Updated 4 years ago
• pytorch / xla
  Enabling PyTorch on XLA Devices (e.g. Google TPU)
  ☆2,729Updated last week
• prigoyal / pytorch_memonger
  Experimental ground for optimizing memory of pytorch models
  ☆366Updated 7 years ago
• NVIDIA / framework-reproducibility
  Providing reproducibility in deep learning frameworks
  ☆434Updated last year
• pytorchbearer / torchbearer
  torchbearer: A model fitting library for PyTorch
  ☆641Updated 2 years ago
• jettify / pytorch-optimizer
  torch-optimizer -- collection of optimizers for Pytorch
  ☆3,159Updated last year
• pytorch / ignite
  High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
  ☆4,724Updated last week
• google / gin-config
  Gin provides a lightweight configuration framework for Python
  ☆2,144Updated 3 months ago
• anderskm / gputil
  A Python module for getting the GPU status from NVIDA GPUs using nvidia-smi programmically in Python
  ☆1,210Updated last year
• pytorch / elastic
  PyTorch elastic training
  ☆729Updated 3 years ago
• Lightning-Universe / lightning-bolts
  Toolbox of models, callbacks, and datasets for AI/ML researchers.
  ☆1,755Updated 3 weeks ago
• waleedka / hiddenlayer
  Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
  ☆1,856Updated last year
• nitrain / nitrain
  Train AI models efficiently on medical images using any framework
  ☆1,876Updated last year
• webdataset / webdataset
  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
  ☆2,928Updated 6 months ago
• vahidk / tfrecord
  Standalone TFRecord reader/writer with PyTorch data loaders
  ☆899Updated 7 months ago
• facebookresearch / TensorComprehensions
  A domain specific language to express machine learning workloads.
  ☆1,760Updated 2 years ago
• tomgoldstein / loss-landscape
  Code for visualizing the loss landscape of neural nets
  ☆3,116Updated 3 years ago
• tensorflow / addons
  Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
  ☆1,707Updated 3 months ago
• chrischoy / pytorch-custom-cuda-tutorial
  Tutorial for building a custom CUDA function for Pytorch
  ☆521Updated 6 years ago