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.)☆224Updated 10 months ago
- Binarize convolutional neural networks using pytorch☆149Updated 3 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 5 years ago
- Awesome Quantization Paper lists with Codes☆10Updated 4 years ago
- PyTorch Pruning Example☆51Updated 3 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.☆162Updated 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
- Reference implementations of popular Binarized Neural Networks☆109Updated last month
- A crash course on PyTorch hooks☆40Updated 5 years ago
- Automatic learning-rate scheduler☆46Updated 4 years ago
- Minimal implementation of adaptive gradient clipping (https://arxiv.org/abs/2102.06171) in TensorFlow 2.☆86Updated 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.☆132Updated last year
- Using ideas from product quantization for state-of-the-art neural network compression.☆146Updated 4 years ago
- A curated list of binary neural network research papers and software packages.☆28Updated 6 years ago
- A highly modular PyTorch framework with a focus on Neural Architecture Search (NAS).☆23Updated 4 years ago
- A implement of run-length encoding for Pytorch tensor using CUDA☆14Updated 4 years ago
- A collection of metrics to profile a single deep learning model or compare two different deep learning models☆27Updated 2 years ago
- Neural Architecture Search for Neural Network Libraries☆60Updated 2 years ago
- ResNet Implementation, Training, and Inference Using LibTorch C++ API☆42Updated last year
- 2D Convolution using NumPy☆17Updated 3 years ago
- Repository to track the progress in model compression and acceleration☆106Updated 4 years ago
- Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.☆29Updated 5 years ago
- Estimate/count FLOPS for a given neural network using pytorch☆305Updated 3 years ago
- MUXConv: Information Multiplexing in Convolutional Neural Networks (CVPR '20), Pytorch Implementation☆52Updated 4 years ago
- A Hackable Quantization Library for PyTorch☆22Updated 4 years ago
- PyTorch Static Quantization Example☆40Updated 4 years ago
- How to implement Non Max Suppression (NMS) in PyTorch☆17Updated 3 years ago