renmengye / np-conv2d
2D Convolution using NumPy
☆17Updated 2 years ago
Alternatives and similar repositories for np-conv2d:
Users that are interested in np-conv2d are comparing it to the libraries listed below
- I'm going to use the Winograd’s minimal filtering algorithms to introduce a new class of fast algorithms for convolutional neural networks…☆12Updated 7 years ago
- The collection of training tricks of binarized neural networks.☆72Updated 4 years ago
- Code for "Fast Sparse ConvNets" CVPR2020 submissions☆13Updated 5 years ago
- ☆17Updated 5 years ago
- Reproduction of WAGE in PyTorch.☆42Updated 6 years ago
- Unofficial Pytorch implementation of Deep Compression in CIFAR10☆35Updated 3 years ago
- PyTorch implementation of Near-Lossless Post-Training Quantization of Deep Neural Networks via a Piecewise Linear Approximation☆21Updated 5 years ago
- Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," Interna…☆18Updated 4 years ago
- Code repository for paper "Efficient Structured Pruning and Architecture Searching for Group Convolution" https://arxiv.org/abs/1811.0934…☆8Updated 3 years ago
- Code for High-Capacity Expert Binary Networks (ICLR 2021).☆27Updated 3 years ago
- Implementation of "DeepShift: Towards Multiplication-Less Neural Networks" https://arxiv.org/abs/1905.13298☆111Updated 3 years ago
- A visualization and transformation of pytorch model☆30Updated 5 years ago
- Yet another Polyhedra Compiler for DeepLearning☆19Updated 2 years ago
- Implementation of the Winograd algorithm.☆23Updated 6 years ago
- Implementation of BinaryConnect on Pytorch☆39Updated 3 years ago
- PyTorch -> ONNX -> TVM for autotuning☆24Updated 5 years ago
- re-implement for paper: SqueezeNext: Hardware-Aware Neural Network Design. (SqueezeNext)☆29Updated 6 years ago
- Prune DNN using Alternating Direction Method of Multipliers (ADMM)☆100Updated 5 years ago
- Accelerating CNN's convolution operation on GPUs by using memory-efficient data access patterns.☆14Updated 7 years ago
- ☆47Updated 4 years ago
- [CVPR'20] ZeroQ Mixed-Precision implementation (unofficial): A Novel Zero Shot Quantization Framework☆13Updated 4 years ago
- All about acceleration and compression of Deep Neural Networks☆33Updated 5 years ago
- BitSplit Post-trining Quantization☆49Updated 3 years ago
- TQT's pytorch implementation.☆21Updated 3 years ago
- [CVPR 2021] Searching by Generating: Flexible and Efficient One-Shot NAS with Architecture Generator☆38Updated 2 years ago
- NeurIPSCD2019, MicroNet Challenge hosted by Google, Deepmind Researcher, "Efficient Model for Image Classification With Regularization Tr…☆26Updated 4 years ago
- A curated list of binary neural network research papers and software packages.☆24Updated 5 years ago
- [NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network☆71Updated 4 years ago
- [ICLR 2021 Spotlight] "CPT: Efficient Deep Neural Network Training via Cyclic Precision" by Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yinin…☆30Updated last year
- GPU implementation of Xnor network on inference level.☆21Updated 4 years ago