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rm PD ; update NAS-Bench-102 baselines

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This commit is contained in:
D-X-Y
2019-12-23 11:19:09 +11:00
parent 31c6e2bcef
commit 729ce136db
25 changed files with 66 additions and 972 deletions
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6
scripts-search/algos/DARTS-V1.sh
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@@ -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="$TORCH_HOME/cifar.python/ImageNet16"
fi
save_dir=./output/cell-search-tiny/DARTS-V1-${dataset}
save_dir=./output/search-cell-${space}/DARTS-V1-${dataset}
OMP_NUM_THREADS=4 python ./exps/algos/DARTS-V1.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}

4
scripts-search/algos/R-EA.sh
View File

@@ -32,7 +32,7 @@ save_dir=./output/cell-search-tiny/R-EA-${dataset}
OMP_NUM_THREADS=4 python ./exps/algos/R_EA.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 \
--arch_nas_dataset ./output/AA-NAS-BENCH-4/simplifies/C16-N5-final-infos.pth \
--search_space_name nas-bench-102 \
--arch_nas_dataset ${TORCH_HOME}/NAS-Bench-102-v1_0-e61699.pth \
--ea_cycles 30 --ea_population 10 --ea_sample_size 3 --ea_fast_by_api 1 \
--workers 4 --print_freq 200 --rand_seed ${seed}