Comparison of method "Pruning at initialization prior to training" (Synflow/SNIP/GraSP) in PyTorch
☆18May 12, 2024Updated 2 years ago
Alternatives and similar repositories for Synflow_SNIP_GraSP
Users that are interested in Synflow_SNIP_GraSP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Prospect Pruning: Finding Trainable Weights at Initialization Using Meta-Gradients☆32Mar 30, 2022Updated 4 years ago
- Sparse Neural Network Tools☆12Jul 15, 2024Updated 2 years ago
- Pruning is all you need (hopefully)☆12Sep 7, 2022Updated 4 years ago
- Code for testing DCT plus Sparse (DCTpS) networks☆14Jun 15, 2021Updated 5 years ago
- Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.☆110Apr 23, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆14Mar 5, 2021Updated 5 years ago
- [ICML2022] Training Your Sparse Neural Network Better with Any Mask. Ajay Jaiswal, Haoyu Ma, Tianlong Chen, ying Ding, and Zhangyang Wang☆30Jul 24, 2022Updated 4 years ago
- Lottery Tickets in Evolutionary Optimization (Lange & Sprekeler, ICML 2023)☆17Jun 2, 2023Updated 3 years ago
- [ICML 2021] "Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training" by Shiwei Liu, Lu Yin, De…☆46Nov 11, 2023Updated 2 years ago
- [Neurips 2021] Sparse Training via Boosting Pruning Plasticity with Neuroregeneration☆31Feb 11, 2023Updated 3 years ago
- Official PyTorch implementation of CD-MOE☆12Mar 18, 2026Updated 6 months ago
- [ICLR 2022] The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training by Shiwei Liu, Tianlo…☆79Jan 9, 2023Updated 3 years ago
- [ICLR2023] NTK-SAP: Improving neural network pruning by aligning training dynamics☆20May 1, 2023Updated 3 years ago
- Code for paper "ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection" (MobiSys'23)☆14Nov 1, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- This is the official code for UGTs.☆13Feb 8, 2023Updated 3 years ago
- An unofficial re-implementation of Graph Structure of Neural Networks (Jiaxuan You · Kaiming He · Jure Leskovec · Saining Xie) ICML 2020☆10Jul 27, 2020Updated 6 years ago
- Single shot neural network pruning before training the model, based on connection sensitivity☆11Aug 7, 2019Updated 7 years ago
- PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.☆437Jul 7, 2023Updated 3 years ago
- NN1 network from FaceNet: A Unified Embedding for Face Recognition and Clustering, in Keras.☆11Jun 13, 2017Updated 9 years ago
- [CVPR '23 Highlight] Official repository for the paper "Quantum Multi-Model Fitting".☆12Mar 7, 2025Updated last year
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Apr 21, 2025Updated last year
- ☆17Dec 9, 2024Updated last year
- The Search for Sparse, Robustness Neural Networks☆11Mar 24, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Pruning applied to Facial Recognition.☆14Jun 19, 2019Updated 7 years ago
- ☆11Jun 19, 2021Updated 5 years ago
- codes for ICML2021 paper iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients☆10May 27, 2021Updated 5 years ago
- Simple Wordsearch Solving Python Script☆12Jul 8, 2018Updated 8 years ago
- Teaching a Convolutional Neural Network to recognize painting genre. Handcrafted dataset. Cool visualizations.☆11Dec 19, 2018Updated 7 years ago
- [ICLR 2023] 'Revisiting Pruning At Initialization Through The Lens of Ramanujan Graph" by Duc Hoang, Shiwei Liu, Radu Marculescu, Atlas W…☆14Aug 4, 2023Updated 3 years ago
- template for https://cnli.me☆10Feb 27, 2025Updated last year
- Generating Potent Poisons and Backdoors from Scratch with Guided Diffusion☆11Apr 1, 2024Updated 2 years ago
- ☆33Mar 9, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- BlockCIrculantRNN (LSTM and GRU) using TensorFlow☆14Oct 30, 2018Updated 7 years ago
- A TensorFlow Project of Neural Style☆11Jan 9, 2018Updated 8 years ago
- ☆11May 29, 2020Updated 6 years ago
- Image retrieval with triplet loss☆17Jun 20, 2018Updated 8 years ago
- Huffman encoder☆10Sep 8, 2013Updated 13 years ago
- Code for reproducing "AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks" (NeurIPS 2021)☆23Nov 9, 2021Updated 4 years ago
- Lightweight torch implementation of rigl, a sparse-to-sparse optimizer.☆61Jul 6, 2026Updated 2 months ago