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:
- PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021☆55Updated 4 years ago
- ☆94Updated 3 years ago
- Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees**.☆28Updated 2 years ago
- ☆20Updated 2 years ago
- [ICDCS 2023] DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining☆12Updated 2 years ago
- Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727☆149Updated last year
- 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
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Updated last year
- Simple Distributed Deep Learning on TensorFlow☆134Updated last week
- sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data☆66Updated last year
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Updated 2 years ago
- Research and development for optimizing transformers☆131Updated 4 years ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆137Updated 3 years ago
- This is the (evolving) reading list for the seminar.☆61Updated 5 years ago
- (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.☆44Updated 3 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆25Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 3 years ago
- Dual-way gradient sparsification approach for async DNN training, based on PyTorch.☆11Updated 3 years ago
- Implementation of Parameter Server using PyTorch communication lib☆42Updated 6 years ago
- Personal blog + reading notes on system-ish papers☆15Updated 2 years ago
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 3 years ago
- A library for syntactically rewriting Python programs, pronounced (sinner).☆67Updated 3 years ago
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆164Updated last month
- ☆26Updated 2 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
- An Attention Superoptimizer☆22Updated last year
- Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616☆133Updated 2 years ago
- ☆27Updated 2 years ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆124Updated 2 years ago
- Surrogate-based Hyperparameter Tuning System☆28Updated 2 years ago