Alternatives and similar repositories for ImageNet-training

Users that are interested in ImageNet-training are comparing it to the libraries listed below

• ofsoundof / group_sparsity
  Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.
  ☆65Updated 3 years ago
• xiezheng-cs / DTQ
  PyTorch implementation of "Deep Transferring Quantization" (ECCV2020)
  ☆18Updated 3 years ago
• ChaofanTao / FAT_Quantization
  Pytorch implementation for FAT: learning low-bitwidth parametric representation via frequency-aware transformation
  ☆27Updated 4 years ago
• LaVieEnRoseSMZ / AutoBNN
  ☆46Updated 5 years ago
• yoniaflalo / knapsack_pruning
  Implementation of knapsack pruning
  ☆27Updated 5 years ago
• csyhhu / MetaQuant
  Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019
  ☆55Updated 5 years ago
• lmbxmu / EPruner
  Pytorch implementation of our paper accepted by IEEE TNNLS, 2021 -- Network Pruning using Adaptive Exemplar Filters
  ☆22Updated 4 years ago
• facebookresearch / DepthShrinker
  [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …
  ☆72Updated 3 years ago
• 1adrianb / binary-nas
  ☆35Updated 5 years ago
• xieydd / Pytorch-Single-Path-One-Shot-NAS
  Single Path One-Shot NAS MXNet implementation with Supernet training and searching
  ☆19Updated 5 years ago
• ynahshan / nn-quantization-pytorch
  ☆57Updated 4 years ago
• lmbxmu / 1xN
  Pytorch implementation of TPAMI 2022 -- 1xN Pattern for Pruning Convolutional Neural Networks
  ☆42Updated 3 years ago
• LaVieEnRoseSMZ / OQA
  ☆28Updated 4 years ago
• DingXiaoH / GSM-SGD
  Global Sparse Momentum SGD for pruning very deep neural networks
  ☆44Updated 3 years ago
• chenbong / PSS-Net
  ☆17Updated 3 years ago
• AberHu / TF-NAS
  TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)
  ☆76Updated 4 years ago
• lmbxmu / CLR-RNF
  Pytorch implementation of our paper (TNNLS) -- Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters
  ☆12Updated 3 years ago
• Ironteen / Batch-Normalization-fusion
  Batch Normalization Auto-fusion for PyTorch
  ☆32Updated 5 years ago
• haolibai / APS-channel-search
  Revisiting Parameter Sharing for Automatic Neural Channel Number Search, NeurIPS 2020
  ☆21Updated 4 years ago
• lmbxmu / RBNN
  Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network
  ☆83Updated 2 years ago
• eric8607242 / SGNAS
  [CVPR 2021] Searching by Generating: Flexible and Efficient One-Shot NAS with Architecture Generator
  ☆39Updated 3 years ago
• ModelTC / mqbench-paper
  ☆44Updated 4 years ago
• kairos03 / ProxylessNAS-Pytorch
  ProxylessNAS-Pytorch
  ☆23Updated 6 years ago
• sony-si / ai-research
  ☆48Updated 5 years ago
• GATECH-EIC / ShiftAddNet
  [NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network
  ☆74Updated 4 years ago
• ricky40403 / PyTransformer
  A visualization and transformation of pytorch model
  ☆30Updated 5 years ago
• Bowenwu1 / CNNResearchToolkit
  Research Toolkit for Cutting-Edge DL/ML algorithms.
  ☆16Updated 2 years ago
• chenbong / awesome-compression-papers
  Paper collection about model compression and acceleration: Pruning, Quantization, Knowledge Distillation, Low Rank Factorization, etc
  ☆25Updated 4 years ago
• zhaohui-yang / Binary-Neural-Networks
  Binary neural networks developed by Huawei Noah's Ark Lab
  ☆29Updated 4 years ago
• lmbxmu / FilterSketch
  Pytorch implementation of our paper accepted by IEEE TNNLS, 2021 -- Filter Sketch for Network Pruning
  ☆53Updated 4 years ago