awwong1 / torchprofLinks
PyTorch layer-by-layer model profiler
☆606Updated 4 years ago
Alternatives and similar repositories for torchprof
Users that are interested in torchprof are comparing it to the libraries listed below
Sorting:
- Experimental ground for optimizing memory of pytorch models☆366Updated 7 years ago
- Library for faster pinned CPU <-> GPU transfer in Pytorch☆685Updated 5 years ago
- Tutorial for building a custom CUDA function for Pytorch☆520Updated 6 years ago
- A GPU performance profiling tool for PyTorch models☆505Updated 4 years ago
- Implementations of ideas from recent papers☆392Updated 4 years ago
- Code snippets created for the PyTorch discussion board☆571Updated 4 years ago
- Estimate/count FLOPS for a given neural network using pytorch☆306Updated 3 years ago
- Profiling and inspecting memory in pytorch☆1,071Updated last month
- Deep Learning Experiment Management☆642Updated 2 years ago
- Estimates the size of a PyTorch model in memory☆359Updated 5 years ago
- Sparse learning library and sparse momentum resources.☆383Updated 3 years ago
- Code for: "And the bit goes down: Revisiting the quantization of neural networks"☆633Updated 4 years ago
- ☆535Updated 3 years ago
- Example code showing how to use Nvidia DALI in pytorch, with fallback to torchvision. Contains a few differences to the official Nvidia …☆198Updated 5 years ago
- Slicing a PyTorch Tensor Into Parallel Shards☆301Updated 3 months ago
- Accelerate training by storing parameters in one contiguous chunk of memory.☆291Updated 4 years ago
- A general and accurate MACs / FLOPs profiler for PyTorch models☆630Updated 2 months ago
- PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.☆431Updated 2 years ago
- ConvNet training using pytorch☆348Updated 4 years ago
- A plug-in replacement for DataLoader to load Imagenet disk-sequentially in PyTorch.☆239Updated 4 years ago
- PyTorch dataset extended with map, cache etc. (tensorflow.data like)☆330Updated 3 years ago
- Papers for deep neural network compression and acceleration☆401Updated 4 years ago
- A GPipe implementation in PyTorch☆855Updated last year
- Official code for "Writing Distributed Applications with PyTorch", PyTorch Tutorial☆264Updated 2 years ago
- Fast Block Sparse Matrices for Pytorch☆547Updated 4 years ago
- Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!☆379Updated 3 years ago
- Simple package that makes your generator work in background thread☆282Updated 3 years ago
- TVM integration into PyTorch☆454Updated 5 years ago
- MONeT framework for reducing memory consumption of DNN training☆174Updated 4 years ago
- Totally Versatile Miscellanea for Pytorch☆475Updated 3 years ago