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update NAS-Bench-102 baselines

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This commit is contained in:
D-X-Y
2019-12-24 17:36:47 +11:00
parent af4212b4db
commit 44a0d51449
18 changed files with 105 additions and 110 deletions
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3
scripts-search/algos/GDAS.sh
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@@ -34,6 +34,7 @@ OMP_NUM_THREADS=4 python ./exps/algos/GDAS.py \
--dataset ${dataset} --data_path ${data_path} \
--search_space_name ${space} \
--arch_nas_dataset ${TORCH_HOME}/NAS-Bench-102-v1_0-e61699.pth \
--tau_max 10 --tau_min 0.1 \
--config_path configs/nas-benchmark/algos/GDAS.config \
--tau_max 10 --tau_min 0.1 --track_running_stats 1 \
--arch_learning_rate 0.0003 --arch_weight_decay 0.001 \
--workers 4 --print_freq 200 --rand_seed ${seed}

3
scripts-search/algos/R-EA.sh
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@@ -35,5 +35,6 @@ OMP_NUM_THREADS=4 python ./exps/algos/R_EA.py \
--dataset ${dataset} --data_path ${data_path} \
--search_space_name ${space} \
--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 \
--time_budget 12000 \
--ea_cycles 100 --ea_population 10 --ea_sample_size 3 --ea_fast_by_api 1 \
--workers 4 --print_freq 200 --rand_seed ${seed}

3
scripts-search/algos/Random.sh
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@@ -34,5 +34,6 @@ OMP_NUM_THREADS=4 python ./exps/algos/RANDOM.py \
--dataset ${dataset} --data_path ${data_path} \
--search_space_name ${space} \
--arch_nas_dataset ${TORCH_HOME}/NAS-Bench-102-v1_0-e61699.pth \
--random_num 100 \
--time_budget 12000 \
--workers 4 --print_freq 200 --rand_seed ${seed}
# --random_num 100 \

1
scripts-search/algos/SETN.sh
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@@ -36,6 +36,7 @@ OMP_NUM_THREADS=4 python ./exps/algos/SETN.py \
--search_space_name ${space} \
--arch_nas_dataset ${TORCH_HOME}/NAS-Bench-102-v1_0-e61699.pth \
--config_path configs/nas-benchmark/algos/SETN.config \
--track_running_stats 1 \
--arch_learning_rate 0.0003 --arch_weight_decay 0.001 \
--select_num 100 \
--workers 4 --print_freq 200 --rand_seed ${seed}