awwong1 / torchprof
PyTorch layer-by-layer model profiler
☆606Updated 3 years ago
Alternatives and similar repositories for torchprof:
Users that are interested in torchprof are comparing it to the libraries listed below
- 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
- A general and accurate MACs / FLOPs profiler for PyTorch models☆599Updated 9 months ago
- Experimental ground for optimizing memory of pytorch models☆366Updated 6 years ago
- Deep Learning Experiment Management☆639Updated 2 years ago
- Implementations of ideas from recent papers☆391Updated 4 years ago
- Library for faster pinned CPU <-> GPU transfer in Pytorch☆685Updated 5 years ago
- Accelerate training by storing parameters in one contiguous chunk of memory.☆292Updated 4 years ago
- Tutorial for building a custom CUDA function for Pytorch☆513Updated 6 years ago
- A GPU performance profiling tool for PyTorch models☆501Updated 3 years ago
- PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.☆428Updated last year
- Sparse learning library and sparse momentum resources.☆379Updated 2 years ago
- Profiling and inspecting memory in pytorch☆1,045Updated 6 months ago
- Slicing a PyTorch Tensor Into Parallel Shards☆298Updated 3 years ago
- Code snippets created for the PyTorch discussion board☆557Updated 4 years ago
- A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."☆309Updated 5 years ago
- Estimates the size of a PyTorch model in memory☆357Updated 4 years ago
- A large scale study of Knowledge Distillation.☆219Updated 4 years ago
- Fast Block Sparse Matrices for Pytorch☆546Updated 4 years ago
- Estimate/count FLOPS for a given neural network using pytorch☆304Updated 2 years ago
- My best practice of training large dataset using PyTorch.☆1,092Updated 9 months ago
- Standardizing weights to accelerate micro-batch training☆547Updated 3 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆396Updated 4 years ago
- Code for: "And the bit goes down: Revisiting the quantization of neural networks"☆634Updated 4 years ago
- ConvNet training using pytorch☆345Updated 4 years ago
- A plug-in replacement for DataLoader to load Imagenet disk-sequentially in PyTorch.☆238Updated 3 years ago
- Papers for deep neural network compression and acceleration☆396Updated 3 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆315Updated 5 years ago
- TVM integration into PyTorch☆452Updated 5 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆155Updated 7 months ago
- [Prototype] Tools for the concurrent manipulation of variably sized Tensors.☆253Updated 2 years ago