AlirezaAzadbakht / kernel-sharing
Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharing
☆12Updated last year
Related projects: ⓘ
- Codes of the paper Deformable Butterfly: A Highly Structured and Sparse Linear Transform.☆12Updated 2 years ago
- (Unstructured) Weight Pruning via Adaptive Sparsity Loss☆13Updated last year
- ☆45Updated 2 years ago
- In this repository, we explore model compression for transformer architectures via quantization. We specifically explore quantization awa…☆22Updated 3 years ago
- Official PyTorch implementation of LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification☆44Updated 2 years ago
- You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms☆10Updated last year
- Benchmarking PyTorch 2.0 different models☆20Updated last year
- Library for the Test-based Calibration Error (TCE) metric to quantify the degree to classifier calibration.☆13Updated last year
- [TCAD 2021] Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA☆15Updated 2 years ago
- Open Source Projects from Pallas Lab☆17Updated 2 years ago
- Code for High-Capacity Expert Binary Networks (ICLR 2021).☆26Updated 2 years ago
- ☆13Updated this week
- Learning Compiler Pass Orders using Coreset and Normalized Value Prediction. (ICML 2023)☆17Updated last year
- Official PyTorch implementation of "LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging" (ICML'24)☆27Updated last month
- [ICML 2022] "Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets" by Tianlong Chen, Xuxi Chen, Xiaolong Ma, Yanzhi Wa…☆30Updated last year
- ⛰️ RockyML - A High-Performance Scientific Computing Framework for Non-smooth Machine Learning Problems☆16Updated last year
- ☆10Updated 3 years ago
- Unofficial pytorch implementation of Piecewise Linear Unit dynamic activation function☆15Updated last year
- ☆10Updated last year
- ACL 2023☆38Updated last year
- This repository contains code for the MicroAdam paper.☆9Updated 2 months ago
- APPy (Annotated Parallelism for Python) enables users to annotate loops and tensor expressions in Python with compiler directives akin to…☆20Updated 5 months ago
- ☆19Updated last month
- Vision Xformers☆20Updated last year
- This repository hosts the code to port NumPy model weights of BiT-ResNets to TensorFlow SavedModel format.☆14Updated 2 years ago
- Awesome Quantization Paper lists with Codes☆12Updated 3 years ago
- Toy genetic algorithm in Pytorch☆28Updated 6 months ago
- ☆20Updated last year
- Curated content for DNN approximation, acceleration ... with a focus on hardware accelerator and deployment☆23Updated 4 months ago
- PyTorch reimplementation of the paper "HyperMixer: An MLP-based Green AI Alternative to Transformers" [arXiv 2022].☆17Updated 2 years ago