Awasome Papers and Resources in Deep Neural Network Pruning with Source Code.
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Aug 30, 2024
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unstructured-pruning
Here are 10 public repositories matching this topic...
3rd place solution for NeurIPS 2019 MicroNet challenge
competition quantization mixnet model-pruning model-compression neurips-2019 micronet-challenge unstructured-pruning quantization-aware-training
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Nov 8, 2019 - Python
This repository is the official implementation of the paper Pruning via Iterative Ranking of Sensitivity Statistics and implements novel pruning / compression algorithms for deep learning / neural networks. Amongst others it implements structured pruning before training, its actual parameter shrinking and unstructured before/during training.
science machine-learning computer-vision deep-learning artificial-intelligence neural-networks pruning publication speedup science-research model-compression structured-pruning unstructured-pruning structured-pruning-before-training
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May 22, 2023 - Python
Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)
deep-learning pytorch convolutional-neural-networks network-pruning weight-pruning image-net filter-pruning structured-pruning unstructured-pruning iterative-pruning
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Aug 13, 2020 - Jupyter Notebook
(Unstructured) Weight Pruning via Adaptive Sparsity Loss
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Sep 28, 2022 - Python
Submission name: QualcommAI-EfficientNet. MicroNet Challenge (NeurIPS 2019) submission - Qualcomm AI Research
competition pytorch quantization mixnet model-pruning model-compression neurips-2019 efficientnet micronet-challenge unstructured-pruning quantization-aware-training
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Dec 19, 2019 - Python
ESPN: Extreme Sparse Pruned Network
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Dec 8, 2022 - Python
[Project] Structured/Unstructured Pruning Comparison Experiment
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Dec 10, 2024 - Python
The repository contains an implementation to try experiments of Lottery Ticket Hypothesis
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Jul 16, 2022 - Python
[Project] Edge computing What Makes a Good Prune? Comparison Experiment
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Dec 10, 2024 - Python
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