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May 31, 2018 - Python
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model-pruning
Here are 45 public repositories matching this topic...
Deep learning using tensorflow
tensorflow deepdream unsupervised-learning neural-style context-encoder model-pruning cppn neural-art
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Aug 13, 2018 - Python
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
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
Cut models not trees 🌳
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Jan 20, 2020 - Jupyter Notebook
Model Pruning TensorFlow's Object Detection API
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May 27, 2020
pruning with optimal thresholding or network slimming for pytorch models, support user defined models with Linear/Conv(groups=1)/BN
compression pytorch optimal pruning thresholding model-pruning channel-pruning openvino slimming user-defined-model
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Jun 24, 2020 - Python
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Jun 29, 2020 - Python
Model-pruning
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Oct 25, 2020 - Jupyter Notebook
A case study on understanding the effects of Pruning on model's Performance, Size and Accuracy.
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Nov 8, 2020 - Jupyter Notebook
An Open Source Deep Learning Inference Engine Based on FPGA
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Jan 29, 2021 - Python
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Apr 6, 2021 - Python
A project done for Topics in Computer Science with Mask R-CNN to experiment with model pruning and ship detection in satellite images.
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Jun 20, 2021 - Jupyter Notebook
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)
model-pruning natural-language-understanding multi-task-learning model-compression generalization lottery-tickets lottery-ticket-hypothesis pre-trained-language-models bert-fine-tuning acl2021
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Jul 28, 2021 - Python
Programmable Neural Network Compression
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May 26, 2022 - Python
在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
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Sep 26, 2022 - Python
Structural Pruning for LLaMA
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May 20, 2023 - Python
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