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fix convert from ss to pcs #133

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Sep 27, 2018
Merged

fix convert from ss to pcs #133

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16 changes: 8 additions & 8 deletions src/sdk/pynni/nni/smac_tuner/convert_ss_to_scenario.py
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Original file line number Diff line number Diff line change
Expand Up @@ -49,24 +49,24 @@ def generate_pcs(nni_search_space_content):
if search_space[key]['_type'] == 'choice':
pcs_fd.write('%s categorical {%s} [%s]\n' % (
key,
str(search_space[key]['_value'])[1:-1],
search_space[key]['_value'][0]))
json.dumps(search_space[key]['_value'])[1:-1],
json.dumps(search_space[key]['_value'][0])))
elif search_space[key]['_type'] == 'randint':
# TODO: support lower bound in randint
pcs_fd.write('%s integer [0, %d] [%d]\n' % (
key,
search_space[key]['_value'][0],
search_space[key]['_value'][0]))
elif search_space[key]['_type'] == 'uniform':
pcs_fd.write('%s real %s [%f]\n' % (
pcs_fd.write('%s real %s [%s]\n' % (
key,
search_space[key]['_value'],
search_space[key]['_value'][0]))
json.dumps(search_space[key]['_value']),
json.dumps(search_space[key]['_value'][0])))
elif search_space[key]['_type'] == 'loguniform':
pcs_fd.write('%s real %s [%f] log\n' % (
pcs_fd.write('%s real %s [%s] log\n' % (
key,
search_space[key]['_value'],
search_space[key]['_value'][0]))
json.dumps(search_space[key]['_value']),
json.dumps(search_space[key]['_value'][0])))
elif search_space[key]['_type'] == 'quniform' \
and search_space[key]['_value'][2] == 1:
pcs_fd.write('%s integer [%d, %d] [%d]\n' % (
Expand Down