([(10, None), (11, None), (12, None), (13, None), (14, None), (15, None), (16, None), (17, None), (18, None), (19, None), (20, None), (21, None), (22, None), (23, None), (24, None), (25, None), (26, None), (27, None), (28, None), (29, None), (30, None), (31, None), (32, None), (33, None), (34, None), (35, None), (36, None), (37, None), (38, None), (39, None), (40, None), (41, None), (42, None), (43, None), (44, None), (45, None), (46, None), (47, None), (48, None), (49, None)], array([10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26,
27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43,
44, 45, 46, 47, 48, 49]))
=== theta=(10, None) ===
Finishing theta (10, None) with cumC 64286200.00. Best theta so far (10, None). Best cumC 64286200.00
=== theta=(11, None) ===
Finishing theta (11, None) with cumC 64871450.00. Best theta so far (11, None). Best cumC 64871450.00
=== theta=(12, None) ===
Finishing theta (12, None) with cumC 65702325.00. Best theta so far (12, None). Best cumC 65702325.00
=== theta=(13, None) ===
Finishing theta (13, None) with cumC 66559125.00. Best theta so far (13, None). Best cumC 66559125.00
=== theta=(14, None) ===
Finishing theta (14, None) with cumC 67560675.00. Best theta so far (14, None). Best cumC 67560675.00
=== theta=(15, None) ===
Finishing theta (15, None) with cumC 68566925.00. Best theta so far (15, None). Best cumC 68566925.00
=== theta=(16, None) ===
Finishing theta (16, None) with cumC 69824550.00. Best theta so far (16, None). Best cumC 69824550.00
=== theta=(17, None) ===
Finishing theta (17, None) with cumC 70624400.00. Best theta so far (17, None). Best cumC 70624400.00
=== theta=(18, None) ===
Finishing theta (18, None) with cumC 71601000.00. Best theta so far (18, None). Best cumC 71601000.00
=== theta=(19, None) ===
Finishing theta (19, None) with cumC 72235400.00. Best theta so far (19, None). Best cumC 72235400.00
=== theta=(20, None) ===
Finishing theta (20, None) with cumC 73062800.00. Best theta so far (20, None). Best cumC 73062800.00
=== theta=(21, None) ===
Finishing theta (21, None) with cumC 73854200.00. Best theta so far (21, None). Best cumC 73854200.00
=== theta=(22, None) ===
Finishing theta (22, None) with cumC 74185475.00. Best theta so far (22, None). Best cumC 74185475.00
=== theta=(23, None) ===
Finishing theta (23, None) with cumC 74981250.00. Best theta so far (23, None). Best cumC 74981250.00
=== theta=(24, None) ===
Finishing theta (24, None) with cumC 75915675.00. Best theta so far (24, None). Best cumC 75915675.00
=== theta=(25, None) ===
Finishing theta (25, None) with cumC 77126775.00. Best theta so far (25, None). Best cumC 77126775.00
=== theta=(26, None) ===
Finishing theta (26, None) with cumC 78204950.00. Best theta so far (26, None). Best cumC 78204950.00
=== theta=(27, None) ===
Finishing theta (27, None) with cumC 79429625.00. Best theta so far (27, None). Best cumC 79429625.00
=== theta=(28, None) ===
Finishing theta (28, None) with cumC 80083750.00. Best theta so far (28, None). Best cumC 80083750.00
=== theta=(29, None) ===
Finishing theta (29, None) with cumC 80118925.00. Best theta so far (29, None). Best cumC 80118925.00
=== theta=(30, None) ===
Finishing theta (30, None) with cumC 80314225.00. Best theta so far (30, None). Best cumC 80314225.00
=== theta=(31, None) ===
Finishing theta (31, None) with cumC 80433650.00. Best theta so far (31, None). Best cumC 80433650.00
=== theta=(32, None) ===
Finishing theta (32, None) with cumC 80433650.00. Best theta so far (31, None). Best cumC 80433650.00
=== theta=(33, None) ===
Finishing theta (33, None) with cumC 80433650.00. Best theta so far (31, None). Best cumC 80433650.00
=== theta=(34, None) ===
Finishing theta (34, None) with cumC 80559325.00. Best theta so far (34, None). Best cumC 80559325.00
=== theta=(35, None) ===
Finishing theta (35, None) with cumC 80559325.00. Best theta so far (34, None). Best cumC 80559325.00
=== theta=(36, None) ===
Finishing theta (36, None) with cumC 80674400.00. Best theta so far (36, None). Best cumC 80674400.00
=== theta=(37, None) ===
Finishing theta (37, None) with cumC 80674400.00. Best theta so far (36, None). Best cumC 80674400.00
=== theta=(38, None) ===
Finishing theta (38, None) with cumC 80823275.00. Best theta so far (38, None). Best cumC 80823275.00
=== theta=(39, None) ===
Finishing theta (39, None) with cumC 80823275.00. Best theta so far (38, None). Best cumC 80823275.00
=== theta=(40, None) ===
Finishing theta (40, None) with cumC 80823275.00. Best theta so far (38, None). Best cumC 80823275.00
=== theta=(41, None) ===
Finishing theta (41, None) with cumC 80883000.00. Best theta so far (41, None). Best cumC 80883000.00
=== theta=(42, None) ===
Finishing theta (42, None) with cumC 80883000.00. Best theta so far (41, None). Best cumC 80883000.00
=== theta=(43, None) ===
Finishing theta (43, None) with cumC 80899400.00. Best theta so far (43, None). Best cumC 80899400.00
=== theta=(44, None) ===
Finishing theta (44, None) with cumC 80899400.00. Best theta so far (43, None). Best cumC 80899400.00
=== theta=(45, None) ===
Finishing theta (45, None) with cumC 80899400.00. Best theta so far (43, None). Best cumC 80899400.00
=== theta=(46, None) ===
Finishing theta (46, None) with cumC 80899400.00. Best theta so far (43, None). Best cumC 80899400.00
=== theta=(47, None) ===
Finishing theta (47, None) with cumC 80899400.00. Best theta so far (43, None). Best cumC 80899400.00
=== theta=(48, None) ===
Finishing theta (48, None) with cumC 80899400.00. Best theta so far (43, None). Best cumC 80899400.00
=== theta=(49, None) ===
Finishing theta (49, None) with cumC 80899400.00. Best theta so far (43, None). Best cumC 80899400.00
Finishing GridSearch in 90.31 secs
Best theta: (43, None). Best cumC: 80899400.00
CPU times: user 1min 29s, sys: 0 ns, total: 1min 29s
Wall time: 1min 30s