iicd/xautodl
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Upgrade NAS-Bench-201 to APIv1.3/FILEv1.1

Browse Source
This commit is contained in:
D-X-Y
2020-03-15 22:50:17 +11:00
parent c53a9ce407
commit fb76814369
20 changed files with 259 additions and 75 deletions
Download Patch File Download Diff File Expand all files Collapse all files

7
exps/algos/reinforce.py
View File

@@ -98,7 +98,10 @@ def main(xargs, nas_bench):
prepare_seed(xargs.rand_seed)
logger = prepare_logger(args)
assert xargs.dataset == 'cifar10', 'currently only support CIFAR-10'
if xargs.dataset == 'cifar10':
dataname = 'cifar10-valid'
else:
dataname = xargs.dataset
if xargs.data_path is not None:
train_data, valid_data, xshape, class_num = get_datasets(xargs.dataset, xargs.data_path, -1)
split_Fpath = 'configs/nas-benchmark/cifar-split.txt'
@@ -148,7 +151,7 @@ def main(xargs, nas_bench):
start_time = time.time()
log_prob, action = select_action( policy )
arch = policy.generate_arch( action )
reward, cost_time = train_and_eval(arch, nas_bench, extra_info)
reward, cost_time = train_and_eval(arch, nas_bench, extra_info, dataname)
trace.append( (reward, arch) )
# accumulate time
if total_costs + cost_time < xargs.time_budget: