init

scripts-cnn/meta-search.sh

@@ -0,0 +1,30 @@
+#!/usr/bin/env sh
+if [ "$#" -ne 4 ] ;then
+  echo "Input illegal number of parameters " $#
+  echo "Need 4 parameters for the GPUs and the network and N-way and K-shot"
+  exit 1               
+fi 
+if [ "$TORCH_HOME" = "" ]; then
+  echo "Must set TORCH_HOME envoriment variable for data dir saving"
+  exit 1
+else
+  echo "TORCH_HOME : $TORCH_HOME"
+fi
+
+gpus=$1
+arch=$2
+n_way=$3
+k_shot=$4
+cutout=16
+epoch=60
+SAVED=./snapshots/NAS/Meta-Search-${arch}-N${n_way}-K${k_shot}-cut${cutout}-${epoch}
+
+CUDA_VISIBLE_DEVICES=${gpus} python ./exps-nas/meta_search.py \
+	--data_path $TORCH_HOME/tiered-imagenet \
+	--arch ${arch} --n_way ${n_way} --k_shot ${k_shot} \
+	--save_path ${SAVED} \
+	--learning_rate_max 0.001 --learning_rate_min 0.0001 --momentum 0.9 --weight_decay 0.0003 \
+	--epochs ${epoch} --cutout ${cutout} --validate --grad_clip 5 \
+	--init_channels 16 --layers 8 \
+	--model_config ./configs/nas-cifar-cos-cut.config \
+	--print_freq 200 --workers 16