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The Top 9 Resnet Model Compression Open Source Projects

Open source projects categorized as Resnet Model Compression
Categories > Machine Learning > Model Compression
Torch Pruning ⭐ 2,035
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
dependent packages 4total releases 33most recent commit 3 months agopypi torch-pruning} Downloads
Paddleslim ⭐ 1,486
PaddleSlim is an open-source library for deep model compression and architecture search.
dependent packages 4total releases 22most recent commit 3 months agopypi paddleslim} Downloads
Knowledge Distillation Zoo ⭐ 804
Pytorch implementation of various Knowledge Distillation (KD) methods.
most recent commit 2 years ago
Filter Pruning Geometric Median ⭐ 489
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)
most recent commit 8 months ago
Soft Filter Pruning ⭐ 235
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks
most recent commit 5 years ago
Model_compression ⭐ 28
deep learning model compression based on keras
most recent commit 6 years ago
Esnac ⭐ 25
Learnable Embedding Space for Efficient Neural Architecture Compression
most recent commit 5 years ago
Cpsca ⭐ 8
Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"
most recent commit a year ago
Ternarized_neural_network ⭐ 6
Optimizing Deep Convolutional Neural Network with Ternarized Weights and High Accuracy
most recent commit 5 years ago
The 2 Most Depended On Resnet Model Compression Open Source Projects
Paddleslim ⭐ 1,486
PaddleSlim is an open-source library for deep model compression and architecture search.
dependent packages 4total releases 22latest release December 29, 2022most recent commit 3 months agopypi paddleslim} Downloads
Torch Pruning ⭐ 2,035
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
dependent packages 4total releases 33latest release November 09, 2023most recent commit 3 months agopypi torch-pruning} Downloads
The 2 Latest Releases In Resnet Model Compression Open Source Projects
Torch Pruning ⭐ 2,035
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
dependent packages 4total releases 33latest release November 09, 2023most recent commit 3 months agopypi torch-pruning} Downloads
Paddleslim ⭐ 1,486
PaddleSlim is an open-source library for deep model compression and architecture search.
dependent packages 4total releases 22latest release December 29, 2022most recent commit 3 months agopypi paddleslim} Downloads
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