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--- |
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license: apache-2.0 |
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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 Resnet18, 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/resnet for Resnet model description. </br> |
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# Contents |
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- ONNX: resnet18.onnx |
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- Quantized ONNX (INT8): resnet18-q.onnx |
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# Lecture note reference |
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- Deep Residual Learning for Image Recognition, https://arxiv.org/pdf/1512.03385.pdf |
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# Repository or links references |
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- [ONNX](https://github.com/onnx/models/blob/main/validated/vision/classification/resnet/README.md) |
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- [PyTorch | TorchVision](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet18.html#torchvision.models.resnet18) |
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BibTeX entry and citation info |
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``` |
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@article{DBLP:journals/corr/HeZRS15, |
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author = {Kaiming He and |
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Xiangyu Zhang and |
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Shaoqing Ren and |
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Jian Sun}, |
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title = {Deep Residual Learning for Image Recognition}, |
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journal = {CoRR}, |
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volume = {abs/1512.03385}, |
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year = {2015}, |
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url = {http://arxiv.org/abs/1512.03385}, |
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eprinttype = {arXiv}, |
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eprint = {1512.03385}, |
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timestamp = {Wed, 25 Jan 2023 11:01:16 +0100}, |
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biburl = {https://dblp.org/rec/journals/corr/HeZRS15.bib}, |
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bibsource = {dblp computer science bibliography, https://dblp.org} |
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} |
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``` |
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Authors: |
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+ qmuller@kalrayinc.com |
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+ nbouberbachene@kalrayinc.com |
