skylineprof / skyline
🏙 Interactive in-editor performance profiling, visualization, and debugging for PyTorch neural networks.
☆32Updated 2 years ago
Alternatives and similar repositories for skyline:
Users that are interested in skyline are comparing it to the libraries listed below
- MONeT framework for reducing memory consumption of DNN training☆173Updated 3 years ago
- Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion☆32Updated 10 months ago
- PyTorch implementation of L2L execution algorithm☆107Updated 2 years ago
- ☆22Updated 4 years ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆129Updated 3 years ago
- Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation☆27Updated 5 years ago
- ☆23Updated 4 months ago
- ☆35Updated 4 years ago
- A schedule language for large model training☆144Updated 9 months ago
- [ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks☆137Updated 4 years ago
- ☆43Updated last year
- Research and development for optimizing transformers☆125Updated 4 years ago
- Train ImageNet in 18 minutes on AWS☆129Updated last year
- FTPipe and related pipeline model parallelism research.☆41Updated last year
- Simple Distributed Deep Learning on TensorFlow☆134Updated 2 years ago
- Block-sparse primitives for PyTorch☆154Updated 3 years ago
- ☆47Updated 2 years ago
- A list of awesome neural symbolic papers.☆46Updated 2 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
- Deadline-based hyperparameter tuning on RayTune.☆31Updated 5 years ago
- PyProf2: PyTorch Profiling tool☆82Updated 4 years ago
- A collection of metrics to profile a single deep learning model or compare two different deep learning models☆26Updated last year
- Benchmark for matrix multiplications between dense and block sparse (BSR) matrix in TVM, blocksparse (Gray et al.) and cuSparse.☆24Updated 4 years ago
- Programmable Neural Network Compression☆148Updated 2 years ago
- Torch Distributed Experimental☆115Updated 7 months ago
- Benchmark PyTorch Custom Operators☆14Updated last year
- A self-contained version of the tutorial which can be easily cloned and viewed by others.☆24Updated 5 years ago
- Memory Optimizations for Deep Learning (ICML 2023)☆62Updated last year
- Lightweight and Parallel Deep Learning Framework☆264Updated 2 years ago
- Repository for SysML19 Artifacts Evaluation☆53Updated 6 years ago