add autodl

AutoDL-Projects/scripts/experimental/train-vit.sh

@@ -0,0 +1,33 @@
+#!/bin/bash
+# bash ./scripts/experimental/train-vit.sh cifar10 -1
+echo script name: $0
+echo $# arguments
+if [ "$#" -ne 2 ] ;then
+  echo "Input illegal number of parameters " $#
+  echo "Need 2 parameters for dataset and random-seed"
+  exit 1
+fi
+if [ "$TORCH_HOME" = "" ]; then
+  echo "Must set TORCH_HOME envoriment variable for data dir saving"
+  exit 1
+else
+  echo "TORCH_HOME : $TORCH_HOME"
+fi
+
+dataset=$1
+rseed=$2
+
+save_dir=./outputs/${dataset}/vit-experimental
+
+python --version
+
+python ./exps/basic/xmain.py --save_dir ${save_dir} --rand_seed ${rseed} \
+	--train_data_config ./configs/yaml.data/${dataset}.train \
+	--valid_data_config ./configs/yaml.data/${dataset}.test \
+	--data_path $TORCH_HOME/cifar.python \
+	--model_config ./configs/yaml.model/vit-cifar10.s0 \
+	--optim_config ./configs/yaml.opt/vit.cifar \
+	--loss_config ./configs/yaml.loss/cross-entropy \
+	--metric_config ./configs/yaml.loss/top-ce \
+	--batch_size 256 \
+	--lr 0.003 --weight_decay 0.3 --scheduler warm-cos --steps 10000