Neural_Network_Pruning

Implementations of different neural network pruning techniques (by arjun-majumdar)
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Neural_Network_Pruning reviews and mentions

Posts with mentions or reviews of Neural_Network_Pruning. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-05-10.
  • ResNet-50 PyTorch Pruning
    1 project | /r/deeplearning | 15 May 2021
    Used Global, Absolute Magnitude Weight, Unstructured and Iterative pruning using ResNet-50 with Transfer Learning on CIFAR-10 dataset. Surprisingly, a sparsity of 99.078% has been achieved. The code can be referred here.
  • [R] Remove pruned connections
    2 projects | /r/MachineLearning | 10 May 2021
    Some of my recent experiments in GitHub can be referred: Lottery Ticket Hypothesis implementation and Neural Network Pruning.
  • ResNet-18 Pruning PyTorch
    1 project | /r/deeplearning | 7 May 2021
    I have coded "Global, unstructured & iterative" pruning using ResNet-18 trained from scratch on CIFAR-10 dataset in PyTorch. You can refer to the code here. Let me know your comments/thoughts.
  • Pruning tutorial
    1 project | /r/pytorch | 9 Apr 2021
    I looked into torch.nn.utils.prune module but it doesn't present an end-to-end example and the code that I came up with doesn't seem to work.
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    www.influxdata.com | 3 May 2024
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Stats

Basic Neural_Network_Pruning repo stats
4
12
2.3
9 months ago

arjun-majumdar/Neural_Network_Pruning is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of Neural_Network_Pruning is Jupyter Notebook.

Popular Comparisons

  1. Neural_Network_Pruning VS Lottery_Ticket_Hypothesis-TensorFlow_2

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