add script to run experiements

Author: xptree

src/gat.sh

@@ -0,0 +1,17 @@
+#!/bin/bash
+
+if [ -z $1 ];
+then
+    echo "input directory not found";
+    exit;
+else
+    echo "read input from '$1'";
+fi
+file=$1
+
+set -x
+CUDA_VISIBLE_DEVICES=0 python train.py --tensorboard-log=exp \
+    --model=gat --hidden-units=16,16 \
+    --heads=8,8,1 --dim=64 --epochs=500 --lr=0.1 --dropout=0.2 --file-dir=$file \
+    --batch=1024 --train-ratio=75 --valid-ratio=12.5 \
+    --instance-normalization --use-vertex-feature --class-weight-balanced

src/gcn.sh

@@ -0,0 +1,18 @@
+#!/bin/bash
+
+if [ -z $1 ];
+then
+    echo "input directory not found";
+    exit;
+else
+    echo "read input from '$1'";
+fi
+file=$1
+
+set -x
+CUDA_VISIBLE_DEVICES=0 python train.py --tensorboard-log=exp \
+    --model=gcn --hidden-units=128,128 \
+    --dim=64 --epochs=500 --lr=0.1 --dropout=0.2 --file-dir=$file \
+    --batch=1024 --train-ratio=75 --valid-ratio=12.5 \
+    --class-weight-balanced --instance-normalization --use-vertex-feature
+

src/pscn.sh

@@ -0,0 +1,18 @@
+#!/bin/bash
+
+if [ -z $1 ];
+then
+    echo "input directory not found";
+    exit;
+else
+    echo "read input from '$1'";
+fi
+file=$1
+
+set -x
+CUDA_VISIBLE_DEVICES=0 python train.py --tensorboard-log=exp \
+    --model=pscn --file-dir=$file --epochs=500 --dropout=0.2 \
+    --dim=64 --lr=0.1 --hidden-units=16,8 --batch=1024 \
+    --train-ratio=75 --valid-ratio=12.5 --class-weight-balanced --instance-normalization \
+    --use-vertex-feature --neighbor-size=5 --sequence-size=16
+