YuhanLiu11 / AutoFreezeLinks
☆22Updated 5 years ago
Alternatives and similar repositories for AutoFreeze
Users that are interested in AutoFreeze are comparing it to the libraries listed below
Sorting:
- [ICDCS 2023] DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining☆12Updated 2 years ago
- PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021☆55Updated 4 years ago
- sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data☆66Updated last year
- Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727☆149Updated last year
- Simple Distributed Deep Learning on TensorFlow☆134Updated 7 months ago
- ☆94Updated 3 years ago
- ☆21Updated 2 years ago
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Updated last year
- A library for syntactically rewriting Python programs, pronounced (sinner).☆67Updated 3 years ago
- Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees**.☆28Updated 2 years ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆137Updated 3 years ago
- Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large …☆65Updated 3 years ago
- This is the (evolving) reading list for the seminar.☆61Updated 5 years ago
- Implementation of Parameter Server using PyTorch communication lib☆43Updated 6 years ago
- [IJCAI2023] An automated parallel training system that combines the advantages from both data and model parallelism. If you have any inte…☆52Updated 2 years ago
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Updated 2 years ago
- An Attention Superoptimizer☆22Updated last year
- ddl-benchmarks: Benchmarks for Distributed Deep Learning☆36Updated 5 years ago
- Surrogate-based Hyperparameter Tuning System☆28Updated 2 years ago
- ☆26Updated 2 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆25Updated last year
- Distributed ML Training Benchmarks☆27Updated 2 years ago
- My paper/code reading notes in Chinese☆46Updated 7 months ago
- Inference framework for MoE layers based on TensorRT with Python binding☆41Updated 4 years ago
- Artifacts for SOSP'19 paper Optimizing Deep Learning Computation with Automatic Generation of Graph Substitutions☆21Updated 3 years ago
- Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616☆133Updated 2 years ago
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆69Updated last year
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 3 years ago
- Python package for rematerialization-aware gradient checkpointing☆27Updated 2 years ago
- PSTensor provides a way to hack the memory management of tensors in TensorFlow and PyTorch by defining your own C++ Tensor Class.☆10Updated 3 years ago