| --- |
| license: apache-2.0 |
| datasets: |
| - ILSVRC/imagenet-1k |
| pipeline_tag: image-classification |
| --- |
| |
| # Introduction |
|
|
| This repository stores the model for Nasnet, compatible with Kalray's neural network API. </br> |
| Please see www.github.com/kalray/kann-models-zoo for details and proper usage. </br> |
|
|
| # Contents |
|
|
| - ONNX: mnasnet-1.0.onnx |
| - Quantized ONNX (INT8): mnasnet-1.0-q.onnx |
|
|
| # Lecture note reference |
|
|
| - MnasNet: Platform-Aware Neural Architecture Search for Mobile, https://arxiv.org/pdf/1807.11626.pdf |
|
|
| # Repository or links references |
|
|
| - [PyTorch | TorchVision](https://pytorch.org/vision/stable/models/generated/torchvision.models.mnasnet1_0.html#torchvision.models.mnasnet1_0) |
|
|
| BibTeX entry and citation info |
| ``` |
| @article{DBLP:journals/corr/abs-1807-11626, |
| author = {Mingxing Tan and |
| Bo Chen and |
| Ruoming Pang and |
| Vijay Vasudevan and |
| Quoc V. Le}, |
| title = {MnasNet: Platform-Aware Neural Architecture Search for Mobile}, |
| journal = {CoRR}, |
| volume = {abs/1807.11626}, |
| year = {2018}, |
| url = {http://arxiv.org/abs/1807.11626}, |
| eprinttype = {arXiv}, |
| eprint = {1807.11626}, |
| timestamp = {Mon, 31 May 2021 15:34:33 +0200}, |
| biburl = {https://dblp.org/rec/journals/corr/abs-1807-11626.bib}, |
| bibsource = {dblp computer science bibliography, https://dblp.org} |
| } |
| ``` |
|
|
| Authors: |
| + qmuller@kalrayinc.com |
| + nbouberbachene@kalrayinc.com |
