knorth55's memo

Technical memo by @knorth55

2018-01-01から1年間の記事一覧

Light Head RCNN: Chainer implementation

I made Chainer implementation of Light Head RCNN. All codes are available on Github knorth55/chainer-light-head-rcnn. arXiv Github github.com

Get matched list quickly in python

If you do not consider the list order, it is better to use set and & operator. a = [1, 2, 3] b = [2, 3, 4] c = sorted(list(set(a) & set(b))) stackoverflow.com

Specify GPU devices on ChainerMN

Use CUDA_VISIBLE_DEVICES environment variable as below. CUDA_VISIBLE_DEVICES=0,2,3 mpiexec -n 3 python train.py https://devtalk.nvidia.com/default/topic/509221/specifying-gpu-device-using-openmpi-mpirun/

FCIS: chainer implementation

I implemented Fully Convolutional Instance-aware Segmentation (FCIS) by Chainer. All codes including training scripts is on Github. I also made a explanation slide of FCIS on SlideShare. ArXiv Github SlideShare github.com