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--- |
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license: mit |
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datasets: |
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- ILSVRC/imagenet-1k |
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pipeline_tag: image-classification |
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--- |
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# Introduction |
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This repository stores the model for Regnet-x-8.0g, compatible with Kalray's neural network API. </br> |
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Please see www.github.com/kalray/kann-models-zoo for details and proper usage. </br> |
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Please see https://huggingface.co/docs/transformers/main/en/model_doc/regnet for Regnet model description. </br> |
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# Contents |
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- ONNX: regnet-x-8g.onnx |
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- Quantized ONNX (INT8): regnet-x-8g-q.onnx |
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# Lecture note reference |
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- Designing Network Design Spaces, https://arxiv.org/pdf/2003.13678.pdf |
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# Repository or links references |
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- [PyTorch | TorchVision](https://pytorch.org/vision/stable/models/generated/torchvision.models.regnet_x_8gf.html#torchvision.models.regnet_x_8gf) |
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- [Facebook-research (code)](https://github.com/facebookresearch/pycls) |
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BibTeX entry and citation info |
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``` |
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@article{DBLP:journals/corr/abs-2003-13678, |
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author = {Ilija Radosavovic and |
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Raj Prateek Kosaraju and |
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Ross B. Girshick and |
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Kaiming He and |
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Piotr Doll{\'{a}}r}, |
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title = {Designing Network Design Spaces}, |
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journal = {CoRR}, |
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volume = {abs/2003.13678}, |
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year = {2020}, |
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url = {https://arxiv.org/abs/2003.13678}, |
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eprinttype = {arXiv}, |
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eprint = {2003.13678}, |
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timestamp = {Thu, 02 Apr 2020 15:34:08 +0200}, |
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biburl = {https://dblp.org/rec/journals/corr/abs-2003-13678.bib}, |
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bibsource = {dblp computer science bibliography, https://dblp.org} |
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} |
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@InProceedings{Radosavovic2019, |
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title = {On Network Design Spaces for Visual Recognition}, |
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author = {Ilija Radosavovic and Justin Johnson and Saining Xie Wan-Yen Lo and Piotr Doll{\'a}r}, |
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booktitle = {ICCV}, |
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year = {2019} |
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} |
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@InProceedings{Radosavovic2020, |
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title = {Designing Network Design Spaces}, |
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author = {Ilija Radosavovic and Raj Prateek Kosaraju and Ross Girshick and Kaiming He and Piotr Doll{\'a}r}, |
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booktitle = {CVPR}, |
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year = {2020} |
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} |
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@InProceedings{Dollar2021, |
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title = {Fast and Accurate Model Scaling}, |
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author = {Piotr Doll{\'a}r and Mannat Singh and Ross Girshick}, |
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booktitle = {CVPR}, |
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year = {2021} |
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} |
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``` |
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Authors: |
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+ [email protected] |
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+ [email protected] |