https://github.com/tkat0/chainer-nnvm-example

https://github.com/tkat0/chainer-nnvm-example

chainer nnvm onnx tvm

Last synced: 16 days ago
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• Host: GitHub
• URL: https://github.com/tkat0/chainer-nnvm-example
• Owner: tkat0
• License: mit
• Created: 2017-12-18T19:55:36.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2023-12-15T17:40:57.000Z (11 months ago)
• Last Synced: 2024-10-10T19:09:07.108Z (about 1 month ago)
• Topics: chainer, nnvm, onnx, tvm
• Language: Python
• Size: 61.3 MB
• Stars: 19
• Watchers: 2
• Forks: 5
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Chainer-NNVM-Example

[Chainer Advent Calendar 2017 - Qiita](https://qiita.com/advent-calendar/2017/chainer)の2017/12/19の記事です。 

[Chainerで学習したモデルをONNX-ChainerとNNVM/TVMを使ってAndroidへデプロイする](https://qiita.com/tkat0/items/28d1cc3b5c2831d86663)

![img](./data/top.png)

## Usage

Chainerの学習済みモデルYOLOv2_tinyをONNXに変換

```

$ cd models/YOLOv2_tiny/

$ python export.py

```

macBookのCPU,GPUにデプロイする

```

$ python run_pc.py

```

AndroidのCPU,GPUにデプロイする

```

$ python -m tvm.exec.rpc_proxy 

```

Android側でRPCプロキシサーバーに接続後、以下のコマンドを実行

```

$ python run_mobile.py

```