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update NAS-Bench-102 baselines / support track_running_stats

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This commit is contained in:
D-X-Y
2019-12-23 13:32:20 +11:00
parent 729ce136db
commit 2dc8dce6d3
9 changed files with 56 additions and 57 deletions
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2
scripts-search/NAS-Bench-102/train-models.sh
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@@ -28,7 +28,7 @@ else
mode=cover
fi
OMP_NUM_THREADS=4 python ./exps/AA-NAS-Bench-main.py \
OMP_NUM_THREADS=4 python ./exps/NAS-Bench-102/main.py \
--mode ${mode} --save_dir ${save_dir} --max_node 4 \
--use_less ${use_less} \
--datasets cifar10 cifar10 cifar100 ImageNet16-120 \

6
scripts-search/algos/DARTS-V2.sh
View File

@@ -19,6 +19,7 @@ seed=$2
channel=16
num_cells=5
max_nodes=4
space=nas-bench-102
if [ "$dataset" == "cifar10" ] || [ "$dataset" == "cifar100" ]; then
data_path="$TORCH_HOME/cifar.python"
@@ -26,11 +27,12 @@ else
data_path="$TORCH_HOME/cifar.python/ImageNet16"
fi
save_dir=./output/cell-search-tiny/DARTS-V2-${dataset}
save_dir=./output/search-cell-${space}/DARTS-V2-${dataset}
OMP_NUM_THREADS=4 python ./exps/algos/DARTS-V2.py \
--save_dir ${save_dir} --max_nodes ${max_nodes} --channel ${channel} --num_cells ${num_cells} \
--dataset ${dataset} --data_path ${data_path} \
--search_space_name aa-nas \
--search_space_name ${space} \
--arch_nas_dataset ${TORCH_HOME}/NAS-Bench-102-v1_0-e61699.pth \
--arch_learning_rate 0.0003 --arch_weight_decay 0.001 \
--workers 4 --print_freq 200 --rand_seed ${seed}