autodl-projects/README.md
Xuanyi Dong 3734384b68 update
2019-03-30 00:50:18 +08:00

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# GDAS
By Xuanyi Dong and Yi Yang
University of Technology Sydney
Requirements
- PyTorch 1.0
- Python 3.6
- opencv
```
conda install pytorch torchvision cuda100 -c pytorch
```
## Algorithm
Train the searched CNN on CIFAR
```
bash ./scripts-cnn/train-cifar.sh 0 GDAS_FG cifar10 cut
bash ./scripts-cnn/train-cifar.sh 0 GDAS_F1 cifar10 cut
bash ./scripts-cnn/train-cifar.sh 0 GDAS_V1 cifar100 cut
```
Train the searched CNN on ImageNet
```
bash ./scripts-cnn/train-imagenet.sh 0 GDAS_F1 52 14
bash ./scripts-cnn/train-imagenet.sh 0 GDAS_V1 50 14
```
Train the searched RNN
```
CUDA_VISIBLE_DEVICES=0 bash ./scripts-rnn/train-PTB.sh DARTS_V1
CUDA_VISIBLE_DEVICES=0 bash ./scripts-rnn/train-PTB.sh DARTS_V2
CUDA_VISIBLE_DEVICES=0 bash ./scripts-rnn/train-PTB.sh GDAS
CUDA_VISIBLE_DEVICES=0 bash ./scripts-rnn/train-WT2.sh DARTS_V1
CUDA_VISIBLE_DEVICES=0 bash ./scripts-rnn/train-WT2.sh DARTS_V2
CUDA_VISIBLE_DEVICES=0 bash ./scripts-rnn/train-WT2.sh GDAS
```