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:
- Neural Networks library in pure numpy☆70Updated last year
- Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)☆219Updated 4 months ago
- Awesome Quantization Paper lists with Codes☆11Updated 4 years ago
- A crash course on PyTorch hooks☆40Updated 5 years ago
- MUSCO: MUlti-Stage COmpression of neural networks☆72Updated 4 years ago
- Binarize convolutional neural networks using pytorch☆147Updated 3 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
- Repository to track the progress in model compression and acceleration☆106Updated 4 years ago
- FLOPs and other statistics COunter for tf.keras neural networks☆30Updated 3 years ago
- a mini Deep Learning framework supporting GPU accelerations written with CUDA☆32Updated 4 years ago
- A curated list of binary neural network research papers and software packages.☆27Updated 5 years ago
- ResNet Implementation, Training, and Inference Using LibTorch C++ API☆42Updated last year
- A collection of metrics to profile a single deep learning model or compare two different deep learning models☆26Updated last year
- PyTorch Pruning Example☆50Updated 2 years ago
- Using ideas from product quantization for state-of-the-art neural network compression.☆146Updated 3 years ago
- A research library for pytorch-based neural network pruning, compression, and more.☆162Updated 2 years ago
- Minimal implementation of adaptive gradient clipping (https://arxiv.org/abs/2102.06171) in TensorFlow 2.☆85Updated 4 years ago
- A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.☆129Updated 8 months ago
- Estimate/count FLOPS for a given neural network using pytorch☆305Updated 3 years ago
- PyTorch Quantization Aware Training Example☆138Updated last year
- Reference implementations of popular Binarized Neural Networks☆108Updated last month
- A highly modular PyTorch framework with a focus on Neural Architecture Search (NAS).☆23Updated 3 years ago
- ☆57Updated 3 years ago
- RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network☆14Updated 2 years ago
- Implementation of the Winograd algorithm.☆24Updated 6 years ago
- Automatic learning-rate scheduler☆46Updated 4 years ago
- Repository containing pruned models and related information☆37Updated 4 years ago
- Code for High-Capacity Expert Binary Networks (ICLR 2021).☆27Updated 3 years ago
- FLOPs and other statistics COunter for Pytorch neural networks☆23Updated 4 years ago
- A Hackable Quantization Library for PyTorch☆21Updated 4 years ago