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☆519Updated 6 years ago
- Estimates the size of a PyTorch model in memory☆358Updated 5 years ago
- Profiling and inspecting memory in pytorch☆1,065Updated last year
- PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.☆430Updated 2 years ago
- Implementations of ideas from recent papers☆392Updated 4 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
- ☆537Updated 3 years ago
- Deep Learning Experiment Management☆640Updated 2 years ago
- Estimate/count FLOPS for a given neural network using pytorch☆305Updated 3 years ago
- A GPU performance profiling tool for PyTorch models☆503Updated 4 years ago
- Accelerate training by storing parameters in one contiguous chunk of memory.☆290Updated 4 years ago
- Code snippets created for the PyTorch discussion board☆569Updated 4 years ago
- Papers for deep neural network compression and acceleration☆400Updated 4 years ago
- ConvNet training using pytorch☆347Updated 4 years ago
- A plug-in replacement for DataLoader to load Imagenet disk-sequentially in PyTorch.☆239Updated 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 …☆197Updated 5 years ago
- Slicing a PyTorch Tensor Into Parallel Shards☆299Updated last month
- PyTorch dataset extended with map, cache etc. (tensorflow.data like)☆330Updated 3 years ago
- A general and accurate MACs / FLOPs profiler for PyTorch models☆624Updated last week
- Fast Block Sparse Matrices for Pytorch☆548Updated 4 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆396Updated 4 years ago
- A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."☆313Updated 5 years ago
- Standardizing weights to accelerate micro-batch training☆549Updated 3 years ago
- Official code for "Writing Distributed Applications with PyTorch", PyTorch Tutorial☆264Updated 2 years ago
- TVM integration into PyTorch☆453Updated 5 years ago
- Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!☆377Updated 2 years ago
- A GPipe implementation in PyTorch☆846Updated last year