Update readme with singularity

README.md

@@ -4,19 +4,20 @@ This is a Pytorch implementation of IDA-LSTM, a recurrent model for radar echo e
 
 A Novel LSTM Model with Interaction Dual Attention forRadar Echo Extrapolation, by Chuyao Luo, Xutao Li, Yongliang Wen, Yunming Ye, Xiaofeng Zhang.
 
-Build docker image:
+Docker:
 
 ```sh
+# Build
 sudo docker build -t ida-lstm .
-```
-
-Run container:
-
-```sh
+# Run
 sudo nvidia-docker run -v /data2/franch/meteotn_traindata:/data2/franch/meteotn_traindata --rm ida-lstm
 ```
 
-Build singularity
+Singularity from Docker
+
 ```sh
+# Build
 sudo singularity build ida-lstm docker-daemon://ida-lstm:latest
+# Run
+sudo singularity run --nv --bind /data2/franch/meteotn_traindata:/data2/franch/meteotn_traindata ida-lstm
 ```