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update hp of BOHB

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D-X-Y
2020-01-02 16:49:16 +11:00
parent dd6cf5a9c5
commit db44e56fb6
4 changed files with 20 additions and 11 deletions
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8
exps/algos/BOHB.py
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@@ -184,7 +184,7 @@ def main(xargs, nas_bench):
logger.log('workers : {:.1f}s with {:} archs'.format(workers[0].time_budget, len(workers[0].seen_archs)))
logger.close()
return logger.log_dir, nas_bench.query_index_by_arch( best_arch )
return logger.log_dir, nas_bench.query_index_by_arch( best_arch ), real_cost_time
@@ -219,12 +219,14 @@ if __name__ == '__main__':
print ('{:} build NAS-Benchmark-API from {:}'.format(time_string(), args.arch_nas_dataset))
nas_bench = API(args.arch_nas_dataset)
if args.rand_seed < 0:
save_dir, all_indexes, num = None, [], 500
save_dir, all_indexes, num, all_times = None, [], 500, []
for i in range(num):
print ('{:} : {:03d}/{:03d}'.format(time_string(), i, num))
args.rand_seed = random.randint(1, 100000)
save_dir, index = main(args, nas_bench)
save_dir, index, ctime = main(args, nas_bench)
all_indexes.append( index )
all_times.append( ctime )
print ('\n average time : {:.3f} s'.format(sum(all_times)/len(all_times)))
torch.save(all_indexes, save_dir / 'results.pth')
else:
main(args, nas_bench)