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Update NATS-Bench (sss version 1.1)

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D-X-Y
2020-08-28 10:21:33 +00:00
parent 2c86d6aa67
commit 469a207945
1 changed files with 13 additions and 3 deletions
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16
exps/NATS-Bench/sss-collect.py
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@@ -10,7 +10,7 @@
# Usage: #
# python exps/NATS-Bench/sss-collect.py #
##############################################################################
import os, re, sys, time, argparse, collections
import os, re, sys, time, shutil, argparse, collections
import numpy as np
import torch
from tqdm import tqdm
@@ -26,6 +26,8 @@ from nas_201_api import ArchResults, ResultsCount
from procedures import bench_pure_evaluate as pure_evaluate, get_nas_bench_loaders
from utils import get_md5_file
NATS_TSS_BASE_NAME = 'NATS-tss-v1_0' # 2020.08.28
def account_one_arch(arch_index: int, arch_str: Text, checkpoints: List[Text], datasets: List[Text]) -> ArchResults:
information = ArchResults(arch_index, arch_str)
@@ -231,8 +233,16 @@ def simplify(save_dir, save_name, nets, total):
'evaluated_indexes': evaluated_indexes}
save_file_name = save_dir / '{:}.npy'.format(save_name)
np.save(str(save_file_name), final_infos)
import pdb; pdb.set_trace()
print ('Save {:} / {:} architecture results into {:}.'.format(len(evaluated_indexes), total, save_file_name))
# move the benchmark file to a new path
hd5sum = get_md5_file(save_file_name)
hd5_file_name = save_dir / '{:}-{:}.npy'.format(NATS_TSS_BASE_NAME, hd5sum)
shutil.move(save_file_name, hd5_file_name)
print('Save {:} / {:} architecture results into {:} -> {:}.'.format(len(evaluated_indexes), total, save_file_name, hd5_file_name))
# move the directory to a new path
hd5_full_save_dir = save_dir / '{:}-{:}-full'.format(NATS_TSS_BASE_NAME, hd5sum)
hd5_simple_save_dir = save_dir / '{:}-{:}-simple'.format(NATS_TSS_BASE_NAME, hd5sum)
shutil.move(full_save_dir, hd5_full_save_dir)
shutil.move(simple_save_dir, hd5_simple_save_dir)
def traverse_net(candidates: List[int], N: int):