3outeille / CNNumpyLinks
A Numpy implementation of a Convolutional Neural Network: slow & fast (im2col/col2im).
☆58Updated 2 years ago
Alternatives and similar repositories for CNNumpy
Users that are interested in CNNumpy are comparing it to the libraries listed below
Sorting:
- Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)☆222Updated 7 months ago
- Neural Networks library in pure numpy☆70Updated last year
- A crash course on PyTorch hooks☆40Updated 5 years ago
- Repository to track the progress in model compression and acceleration☆106Updated 4 years ago
- Using ideas from product quantization for state-of-the-art neural network compression.☆146Updated 4 years ago
- MUSCO: MUlti-Stage COmpression of neural networks☆72Updated 4 years ago
- A research library for pytorch-based neural network pruning, compression, and more.☆163Updated 2 years ago
- PyTorch Pruning Example☆50Updated 2 years ago
- Binarize convolutional neural networks using pytorch☆149Updated 3 years ago
- ResNet Implementation, Training, and Inference Using LibTorch C++ API☆42Updated last year
- Awesome Quantization Paper lists with Codes☆10Updated 4 years ago
- On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for n…☆167Updated 5 years ago
- A simple implementation of a convolutional neural network from scratch in C++☆14Updated 6 years ago
- A highly modular PyTorch framework with a focus on Neural Architecture Search (NAS).☆23Updated 3 years ago
- Reference implementations of popular Binarized Neural Networks☆109Updated 3 weeks ago
- RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network☆15Updated 3 years ago
- Estimate/count FLOPS for a given neural network using pytorch☆306Updated 3 years ago
- ☆57Updated 3 years ago
- Automatic learning-rate scheduler☆46Updated 4 years ago
- Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.☆512Updated 2 years ago
- A collection of metrics to profile a single deep learning model or compare two different deep learning models☆27Updated 2 years ago
- A curated list of binary neural network research papers and software packages.☆27Updated 5 years ago
- MUXConv: Information Multiplexing in Convolutional Neural Networks (CVPR '20), Pytorch Implementation☆52Updated 4 years ago
- a mini Deep Learning framework supporting GPU accelerations written with CUDA☆32Updated 4 years ago
- A implement of run-length encoding for Pytorch tensor using CUDA☆14Updated 4 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆157Updated last year
- A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.☆131Updated last year
- AlphaNet Improved Training of Supernet with Alpha-Divergence☆100Updated 4 years ago
- Tool box for PyTorch☆188Updated 7 months ago
- A visualization and transformation of pytorch model☆30Updated 5 years ago