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14 search results found

Paddleslim ⭐ 1,486

PaddleSlim is an open-source library for deep model compression and architecture search.

Neural Network Compression Framework for enhanced OpenVINO™ inference

Kill The Bits ⭐ 582

Code for: "And the bit goes down: Revisiting the quantization of neural networks"

Pytorch implementation of our CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map

[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework

Shiftresnet Cifar ⭐ 92

ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

Group_sparsity ⭐ 45

Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.

Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression

Model_compression ⭐ 28

deep learning model compression based on keras

Deep Compression.pytorch ⭐ 26

Unofficial Pytorch implementation of Deep Compression in CIFAR10

Learnable Embedding Space for Efficient Neural Architecture Compression

PyTorch implementation of "Dynamic Structure Pruning for Compressing CNNs" (AAAI 2023 Oral)

ENC: A fast network compression platform - Caffe Implementation

Ttp Neuralnets Compression ⭐ 8

We implement an efficient mechanism for compressing large networks by {\em tensorizing\/} network layers: i.e. mapping layers on to high-order matrices, for which we introduce new tensor decomposition methods.

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