GATECH-EIC / DepthShrinker

Related projects: ⓘ

• facebookresearch / DepthShrinker
  [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …
  ☆69Updated 2 years ago
• Ironteen / Batch-Normalization-fusion
  Batch Normalization Auto-fusion for PyTorch
  ☆32Updated 4 years ago
• qinjian623 / pytorch_toys
  Personal Pytorch toy script.
  ☆66Updated 2 years ago
• aim-uofa / model-quantization
  Collections of model quantization algorithms. Any issues, please contact Peng Chen (blueardour@gmail.com)
  ☆41Updated 3 years ago
• bestfleer / RepNAS
  Code for RepNAS
  ☆13Updated 2 years ago
• megvii-research / megvii-tsinghua-dl-course
  Slides with modifications for a course at Tsinghua University.
  ☆57Updated 2 years ago
• aim-uofa / model-quantization-to-be-deleted-recently
  ☆37Updated this week
• lpcvai / 21LPCVC-UAV_VIdeo_Track-Sample-Solution
  ☆25Updated last year
• lmbxmu / 1xN
  Pytorch implementation of TPAMI 2022 -- 1xN Pattern for Pruning Convolutional Neural Networks
  ☆43Updated 2 years ago
• bytedance / MRECG
  ☆35Updated last year
• kkeono2 / Channel-Pruning-using-Thinet-LASSO-
  ☆14Updated 3 years ago
• Sanster / pytorch-network-slimming
  A package to make do Network Slimming a little easier
  ☆47Updated 2 years ago
• MegEngine / examples
  A set of examples around MegEngine
  ☆29Updated 9 months ago
• VDIGPKU / OPANAS
  [CVPR 2021]OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection
  ☆44Updated 6 months ago
• BillAmihom / RAPQ
  Pytorch implementation of RAPQ, IJCAI 2022
  ☆21Updated last year
• Sharpiless / HAQ-for-Mobilenetv3-Quantization
  用于 MobileNetV3 在自定义数据集上的量化，模型压缩90%而精度几乎不受影响，论文：HAQ: Hardware-Aware Automated Quantization with Mixed Precision
  ☆15Updated 3 years ago
• houqb / ssdlite-pytorch-mobilenext
  A PyTorch implementation of SSDLite on COCO
  ☆84Updated 3 years ago
• megvii-research / basecls
  A codebase & model zoo for pretrained backbone based on MegEngine.
  ☆32Updated last year
• MegEngine / ICD
  This is the official implementation of the paper "Instance-conditional Knowledge Distillation for Object Detection", based on MegEngine a…
  ☆57Updated 2 years ago
• ChenShisen / ncnnqat
  quantize aware training package for NCNN on pytorch
  ☆68Updated 3 years ago
• ModelTC / LPCV2021_Winner_Solution
  ☆28Updated 2 years ago
• lmbxmu / CLR-RNF
  Pytorch implementation of our paper (TNNLS) -- Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters
  ☆11Updated 2 years ago
• hunto / DyRep
  Official implementation for paper "DyRep: Bootstrapping Training with Dynamic Re-parameterization", CVPR 2022
  ☆42Updated 2 years ago
• BBuf / oneflow-cifar
  ☆13Updated last year
• ofsoundof / random_channel_pruning
  ☆17Updated 2 years ago
• yoniaflalo / knapsack_pruning
  Implementation of knapsack pruning
  ☆28Updated 4 years ago
• JiweiMaster / MobileDetBenchmark
  Mobile Detection Benchmark
  ☆44Updated 2 years ago
• ArtyZe / yolo_quantization
  Based of paper "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"
  ☆61Updated 3 years ago
• ModelTC / mqbench-paper
  ☆44Updated 3 years ago
• cap-lab / S3NAS
  Fast NPU-aware Neural Architecture Search
  ☆21Updated 3 years ago