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update vis

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This commit is contained in:
D-X-Y
2020-01-01 22:18:42 +11:00
parent 9ec25663f1
commit 28e4b8406f
12 changed files with 153 additions and 40 deletions
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3
exps/algos/RANDOM.py
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@@ -56,6 +56,7 @@ def main(xargs, nas_bench):
search_space = get_search_spaces('cell', xargs.search_space_name)
random_arch = random_architecture_func(xargs.max_nodes, search_space)
#x =random_arch() ; y = mutate_arch(x)
x_start_time = time.time()
logger.log('{:} use nas_bench : {:}'.format(time_string(), nas_bench))
best_arch, best_acc, total_time_cost, history = None, -1, 0, []
#for idx in range(xargs.random_num):
@@ -68,7 +69,7 @@ def main(xargs, nas_bench):
if best_arch is None or best_acc < accuracy:
best_acc, best_arch = accuracy, arch
logger.log('[{:03d}] : {:} : accuracy = {:.2f}%'.format(len(history), arch, accuracy))
logger.log('{:} best arch is {:}, accuracy = {:.2f}%, visit {:} archs with {:.1f} s.'.format(time_string(), best_arch, best_acc, len(history), total_time_cost))
logger.log('{:} best arch is {:}, accuracy = {:.2f}%, visit {:} archs with {:.1f} s (real-cost = {:.3f} s).'.format(time_string(), best_arch, best_acc, len(history), total_time_cost, time.time()-x_start_time))
info = nas_bench.query_by_arch( best_arch )
if info is None: logger.log('Did not find this architecture : {:}.'.format(best_arch))