crseo-sys 1.3.2

Cuda Engined Optics Rust Interface
Documentation
1
2
3
4
5
6
7
8
9
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
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414
1415
1416
1417
1418
1419
1420
1421
1422
1423
1424
1425
1426
1427
1428
1429
1430
1431
1432
1433
1434
1435
1436
1437
1438
1439
1440
1441
1442
1443
1444
1445
1446
1447
1448
1449
1450
1451
1452
1453
1454
1455
1456
1457
1458
1459
1460
1461
1462
1463
1464
1465
1466
1467
1468
1469
1470
1471
1472
1473
1474
1475
1476
1477
1478
1479
1480
1481
1482
1483
1484
1485
1486
1487
1488
1489
1490
1491
1492
1493
1494
1495
1496
1497
1498
1499
1500
1501
1502
1503
1504
1505
1506
1507
1508
1509
1510
1511
1512
1513
1514
1515
1516
1517
1518
1519
1520
1521
1522
1523
1524
1525
1526
1527
1528
1529
1530
1531
1532
1533
1534
1535
1536
1537
1538
1539
1540
1541
1542
1543
1544
1545
1546
1547
1548
1549
1550
1551
1552
1553
1554
1555
1556
1557
1558
1559
1560
1561
1562
1563
1564
1565
1566
1567
1568
1569
1570
1571
1572
1573
1574
1575
1576
1577
1578
1579
1580
1581
1582
1583
1584
1585
1586
1587
1588
1589
1590
1591
1592
1593
1594
1595
1596
1597
1598
1599
1600
1601
1602
1603
1604
1605
1606
1607
1608
1609
1610
1611
1612
1613
1614
1615
1616
1617
1618
1619
1620
1621
1622
1623
1624
1625
1626
1627
1628
1629
1630
1631
1632
1633
1634
1635
1636
1637
1638
1639
1640
1641
1642
1643
1644
1645
1646
1647
1648
1649
1650
1651
1652
1653
1654
1655
1656
1657
1658
1659
1660
1661
1662
1663
1664
1665
1666
1667
1668
1669
1670
1671
1672
1673
1674
1675
1676
1677
1678
1679
1680
1681
1682
1683
1684
1685
1686
1687
1688
1689
1690
1691
1692
1693
1694
1695
1696
1697
1698
1699
1700
1701
1702
1703
1704
1705
1706
1707
1708
1709
1710
1711
1712
1713
1714
1715
1716
1717
1718
1719
1720
1721
1722
1723
1724
1725
1726
1727
1728
1729
1730
1731
1732
1733
1734
1735
1736
1737
1738
1739
1740
1741
1742
1743
1744
1745
1746
1747
1748
1749
1750
1751
1752
1753
1754
1755
1756
1757
1758
1759
1760
1761
1762
1763
1764
1765
1766
1767
1768
1769
1770
1771
1772
1773
1774
1775
1776
1777
1778
1779
1780
1781
1782
1783
1784
1785
1786
1787
1788
1789
1790
1791
1792
1793
1794
1795
1796
1797
1798
1799
1800
1801
1802
1803
1804
1805
1806
1807
1808
1809
1810
1811
1812
1813
1814
1815
1816
1817
1818
1819
1820
1821
1822
1823
1824
1825
1826
1827
1828
1829
1830
1831
1832
1833
1834
1835
1836
1837
1838
1839
1840
1841
1842
1843
1844
1845
1846
1847
1848
1849
1850
1851
1852
1853
1854
1855
1856
1857
1858
1859
1860
1861
1862
1863
1864
1865
1866
1867
1868
1869
1870
1871
1872
1873
1874
1875
1876
1877
1878
1879
1880
1881
1882
1883
1884
1885
1886
1887
1888
1889
1890
1891
1892
1893
1894
1895
1896
1897
1898
1899
1900
1901
1902
1903
1904
1905
1906
1907
1908
1909
1910
1911
1912
1913
1914
1915
1916
1917
1918
1919
1920
1921
1922
1923
1924
1925
1926
1927
1928
1929
1930
1931
1932
1933
1934
1935
1936
1937
1938
1939
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
1962
1963
1964
1965
1966
1967
1968
1969
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
2025
2026
2027
2028
2029
2030
2031
2032
2033
2034
2035
2036
2037
2038
2039
2040
2041
2042
2043
2044
2045
2046
2047
2048
2049
2050
2051
2052
2053
2054
2055
2056
2057
2058
2059
2060
2061
2062
2063
2064
2065
2066
2067
2068
2069
2070
2071
2072
2073
2074
2075
2076
2077
2078
2079
2080
2081
2082
2083
2084
2085
2086
2087
2088
2089
2090
2091
2092
2093
2094
2095
2096
2097
2098
2099
2100
2101
2102
2103
2104
2105
2106
2107
2108
2109
2110
2111
2112
2113
2114
2115
2116
2117
2118
2119
2120
2121
2122
2123
2124
2125
2126
2127
2128
2129
2130
2131
2132
2133
2134
2135
2136
2137
2138
2139
2140
2141
2142
2143
2144
2145
2146
2147
2148
2149
2150
2151
2152
2153
2154
2155
2156
2157
2158
2159
2160
2161
2162
2163
2164
2165
2166
2167
2168
2169
2170
2171
2172
2173
2174
2175
2176
2177
2178
2179
2180
2181
2182
2183
2184
2185
2186
2187
2188
2189
2190
2191
2192
2193
2194
2195
2196
2197
2198
2199
2200
2201
2202
2203
2204
2205
2206
2207
2208
2209
2210
2211
2212
2213
2214
2215
2216
2217
2218
2219
2220
2221
2222
2223
2224
2225
2226
2227
2228
2229
2230
2231
2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
2256
2257
2258
2259
2260
2261
2262
2263
2264
2265
2266
2267
2268
2269
2270
2271
2272
2273
2274
2275
2276
2277
2278
2279
2280
2281
2282
2283
2284
2285
2286
2287
2288
2289
2290
2291
2292
2293
2294
2295
2296
2297
2298
2299
2300
2301
2302
2303
2304
2305
2306
2307
2308
2309
2310
2311
2312
2313
2314
2315
2316
2317
2318
2319
2320
2321
2322
2323
2324
2325
2326
2327
2328
2329
2330
2331
2332
2333
2334
2335
2336
2337
2338
2339
2340
2341
2342
2343
2344
2345
2346
2347
2348
2349
2350
2351
2352
2353
2354
2355
2356
2357
2358
2359
2360
2361
2362
2363
2364
2365
2366
2367
2368
2369
2370
2371
2372
2373
2374
2375
2376
2377
2378
2379
2380
2381
2382
2383
2384
2385
2386
2387
2388
2389
2390
2391
2392
2393
2394
2395
2396
2397
2398
2399
2400
2401
2402
2403
2404
2405
2406
2407
2408
2409
2410
2411
2412
2413
2414
2415
2416
2417
2418
2419
2420
2421
2422
2423
2424
2425
2426
2427
2428
2429
2430
2431
2432
2433
2434
2435
2436
2437
2438
2439
2440
2441
2442
2443
2444
2445
2446
2447
2448
2449
2450
2451
2452
2453
2454
2455
2456
2457
2458
2459
2460
2461
2462
2463
2464
2465
2466
2467
2468
2469
2470
2471
2472
2473
2474
2475
2476
2477
2478
2479
2480
2481
2482
2483
2484
2485
2486
2487
2488
2489
2490
2491
2492
2493
2494
2495
2496
2497
2498
2499
2500
2501
2502
2503
2504
2505
2506
2507
2508
2509
2510
2511
2512
2513
2514
2515
2516
2517
2518
2519
2520
2521
2522
2523
2524
2525
2526
2527
2528
2529
2530
2531
2532
2533
2534
2535
2536
2537
2538
2539
2540
2541
2542
2543
2544
2545
2546
2547
2548
2549
2550
2551
2552
2553
2554
2555
2556
2557
2558
2559
2560
2561
2562
2563
2564
2565
2566
2567
2568
2569
2570
2571
2572
2573
2574
2575
2576
2577
2578
2579
2580
2581
2582
2583
2584
2585
2586
2587
2588
2589
2590
2591
2592
2593
2594
2595
2596
2597
2598
2599
2600
2601
2602
2603
2604
2605
2606
2607
2608
2609
2610
2611
2612
2613
2614
2615
2616
2617
2618
2619
2620
2621
2622
2623
2624
2625
2626
2627
2628
2629
2630
2631
2632
2633
2634
2635
2636
2637
2638
2639
2640
2641
2642
2643
2644
2645
2646
2647
2648
2649
2650
2651
2652
2653
2654
2655
2656
2657
2658
2659
2660
2661
2662
2663
2664
2665
2666
2667
2668
2669
2670
2671
2672
2673
2674
2675
2676
2677
2678
2679
2680
2681
2682
2683
2684
2685
2686
2687
2688
2689
2690
2691
2692
2693
2694
2695
2696
2697
2698
2699
2700
2701
2702
2703
2704
2705
2706
2707
2708
2709
2710
2711
2712
2713
2714
2715
2716
2717
2718
2719
2720
2721
2722
2723
2724
2725
2726
2727
2728
2729
2730
2731
2732
2733
2734
2735
2736
2737
2738
2739
2740
2741
2742
2743
2744
2745
2746
2747
2748
2749
2750
2751
2752
2753
2754
2755
2756
2757
2758
2759
2760
2761
2762
2763
2764
2765
2766
2767
2768
2769
2770
2771
2772
2773
2774
2775
2776
2777
2778
2779
2780
2781
2782
2783
2784
2785
2786
2787
2788
2789
2790
2791
2792
2793
2794
2795
2796
2797
2798
2799
2800
2801
2802
2803
2804
2805
2806
2807
2808
2809
2810
2811
2812
2813
2814
2815
2816
2817
2818
2819
2820
2821
2822
2823
2824
2825
2826
2827
2828
2829
2830
2831
2832
2833
2834
2835
2836
2837
2838
2839
2840
2841
2842
2843
2844
2845
2846
2847
2848
2849
2850
2851
2852
2853
2854
2855
2856
2857
2858
2859
2860
2861
2862
2863
2864
2865
2866
2867
2868
2869
2870
2871
2872
2873
2874
2875
2876
2877
2878
2879
2880
2881
2882
2883
2884
2885
2886
2887
2888
2889
2890
2891
2892
2893
2894
2895
2896
2897
2898
2899
2900
2901
2902
2903
2904
2905
2906
2907
2908
2909
2910
2911
2912
2913
2914
2915
2916
2917
2918
2919
2920
2921
2922
2923
2924
2925
2926
2927
2928
2929
2930
2931
2932
2933
2934
2935
2936
2937
2938
2939
2940
2941
2942
2943
2944
2945
2946
2947
2948
2949
2950
2951
2952
2953
2954
2955
2956
2957
2958
2959
2960
2961
2962
2963
2964
2965
2966
2967
2968
2969
2970
2971
2972
2973
2974
2975
2976
2977
2978
2979
2980
2981
2982
2983
2984
2985
2986
2987
2988
2989
2990
2991
2992
2993
2994
2995
2996
2997
2998
2999
3000
3001
3002
3003
3004
3005
3006
3007
3008
3009
3010
3011
3012
3013
3014
3015
3016
3017
3018
3019
3020
3021
3022
3023
3024
3025
3026
3027
3028
3029
3030
3031
3032
3033
3034
3035
3036
3037
3038
3039
3040
3041
3042
3043
3044
3045
3046
3047
3048
3049
3050
3051
3052
3053
3054
3055
3056
3057
3058
3059
3060
3061
3062
3063
3064
3065
3066
3067
3068
3069
3070
3071
3072
3073
3074
3075
3076
3077
3078
3079
3080
3081
3082
3083
3084
3085
3086
3087
3088
3089
3090
3091
3092
3093
3094
3095
3096
3097
3098
3099
3100
3101
3102
3103
3104
3105
3106
3107
3108
3109
3110
3111
3112
3113
3114
3115
3116
3117
3118
3119
3120
3121
3122
3123
3124
3125
3126
3127
3128
3129
3130
3131
3132
3133
3134
3135
3136
3137
3138
3139
3140
3141
3142
3143
3144
3145
3146
3147
3148
3149
3150
3151
3152
3153
3154
3155
3156
3157
3158
3159
3160
3161
3162
3163
3164
3165
3166
3167
3168
3169
3170
3171
3172
3173
3174
3175
3176
3177
3178
3179
3180
3181
3182
3183
3184
3185
3186
3187
3188
3189
3190
3191
3192
3193
3194
3195
3196
3197
3198
3199
3200
3201
3202
3203
3204
3205
3206
3207
3208
3209
3210
3211
3212
3213
3214
3215
3216
3217
3218
3219
3220
3221
3222
3223
3224
3225
3226
3227
3228
3229
3230
3231
3232
3233
3234
3235
3236
3237
3238
3239
3240
3241
3242
3243
3244
3245
3246
3247
3248
3249
3250
3251
3252
3253
3254
3255
3256
3257
3258
3259
3260
3261
3262
3263
3264
3265
3266
3267
3268
3269
3270
3271
3272
3273
3274
3275
3276
3277
3278
3279
3280
3281
3282
3283
3284
3285
3286
3287
3288
3289
3290
3291
3292
3293
3294
3295
3296
3297
3298
3299
3300
3301
3302
3303
3304
3305
3306
3307
3308
3309
3310
3311
3312
3313
3314
3315
3316
3317
3318
3319
3320
3321
3322
3323
3324
3325
3326
3327
3328
3329
3330
3331
3332
3333
3334
3335
3336
3337
3338
3339
3340
3341
3342
3343
3344
3345
3346
3347
3348
3349
3350
3351
3352
3353
3354
3355
3356
3357
3358
3359
3360
3361
3362
3363
3364
3365
3366
3367
3368
3369
3370
3371
3372
3373
3374
3375
3376
3377
3378
3379
3380
3381
3382
3383
3384
3385
3386
3387
3388
3389
3390
3391
3392
3393
3394
3395
3396
3397
3398
3399
3400
3401
3402
3403
3404
3405
3406
3407
3408
3409
3410
3411
3412
3413
3414
3415
3416
3417
3418
3419
3420
3421
3422
3423
3424
3425
3426
3427
3428
3429
3430
3431
3432
3433
3434
3435
3436
3437
3438
3439
3440
3441
3442
3443
3444
3445
3446
3447
3448
3449
3450
3451
3452
3453
3454
3455
3456
3457
3458
3459
3460
3461
3462
3463
3464
3465
3466
3467
3468
3469
3470
3471
3472
3473
3474
3475
3476
3477
3478
3479
3480
3481
3482
3483
3484
3485
3486
3487
3488
3489
3490
3491
3492
3493
3494
3495
3496
3497
3498
3499
3500
3501
3502
3503
3504
3505
3506
3507
3508
3509
3510
3511
3512
3513
3514
3515
3516
3517
3518
3519
3520
3521
3522
3523
3524
3525
3526
3527
3528
3529
3530
3531
3532
3533
3534
3535
3536
3537
3538
3539
3540
3541
3542
3543
3544
3545
3546
3547
3548
3549
3550
3551
3552
3553
3554
3555
3556
3557
3558
3559
3560
3561
3562
3563
3564
3565
3566
3567
3568
3569
3570
3571
3572
3573
3574
3575
3576
3577
3578
3579
3580
3581
3582
3583
3584
3585
3586
3587
3588
3589
3590
3591
3592
3593
3594
3595
3596
3597
3598
3599
3600
3601
3602
3603
3604
3605
3606
3607
3608
3609
3610
3611
3612
3613
3614
3615
3616
3617
3618
3619
3620
3621
3622
3623
3624
3625
3626
3627
3628
3629
3630
3631
3632
3633
3634
3635
3636
3637
3638
3639
3640
3641
3642
3643
3644
3645
3646
3647
3648
3649
3650
3651
3652
3653
3654
3655
3656
3657
3658
3659
3660
3661
3662
3663
3664
3665
3666
3667
3668
3669
3670
3671
3672
3673
3674
3675
3676
3677
3678
3679
3680
3681
3682
3683
3684
3685
3686
3687
3688
3689
3690
3691
3692
3693
3694
3695
3696
3697
3698
3699
3700
3701
3702
3703
3704
3705
3706
3707
3708
3709
3710
3711
3712
3713
3714
3715
3716
3717
3718
3719
3720
3721
3722
3723
3724
3725
3726
3727
3728
3729
3730
3731
3732
3733
3734
3735
3736
3737
3738
3739
3740
3741
3742
3743
3744
3745
3746
3747
3748
3749
3750
3751
3752
3753
3754
3755
3756
3757
3758
3759
3760
3761
3762
3763
3764
3765
3766
3767
3768
3769
3770
3771
3772
3773
3774
3775
3776
3777
3778
3779
3780
3781
3782
3783
3784
3785
3786
3787
3788
3789
3790
3791
3792
3793
3794
3795
3796
3797
3798
3799
3800
3801
3802
3803
3804
3805
3806
3807
3808
3809
3810
3811
3812
3813
3814
3815
3816
3817
3818
3819
3820
3821
3822
3823
3824
3825
3826
3827
3828
3829
3830
3831
3832
3833
3834
3835
3836
3837
3838
3839
3840
3841
3842
3843
3844
3845
3846
3847
3848
3849
3850
3851
3852
3853
3854
3855
3856
3857
3858
3859
3860
3861
3862
3863
3864
3865
3866
3867
3868
3869
3870
3871
3872
3873
3874
3875
3876
3877
3878
3879
3880
3881
3882
3883
3884
3885
3886
3887
3888
3889
3890
3891
3892
3893
3894
3895
3896
3897
3898
3899
3900
3901
3902
3903
3904
3905
3906
3907
3908
3909
3910
3911
3912
3913
3914
3915
3916
3917
3918
3919
3920
3921
3922
3923
3924
3925
3926
3927
3928
3929
3930
3931
3932
3933
3934
3935
3936
3937
3938
3939
3940
3941
3942
3943
3944
3945
3946
3947
3948
3949
3950
3951
3952
3953
3954
3955
3956
3957
3958
3959
3960
3961
3962
3963
3964
3965
3966
3967
3968
3969
3970
3971
3972
3973
3974
3975
3976
3977
3978
3979
3980
3981
3982
3983
3984
3985
3986
3987
3988
3989
3990
3991
3992
3993
3994
3995
3996
3997
3998
3999
4000
4001
4002
4003
4004
4005
4006
4007
4008
4009
4010
4011
4012
4013
4014
4015
4016
4017
4018
4019
4020
4021
4022
4023
4024
4025
4026
4027
4028
4029
4030
4031
4032
4033
4034
4035
4036
4037
4038
4039
4040
4041
4042
4043
4044
4045
4046
4047
4048
4049
4050
4051
4052
4053
4054
4055
4056
4057
4058
4059
4060
4061
4062
4063
4064
4065
4066
4067
4068
4069
4070
4071
4072
4073
4074
4075
4076
4077
4078
4079
4080
4081
4082
4083
4084
4085
4086
4087
4088
4089
4090
4091
4092
4093
4094
4095
4096
4097
4098
4099
4100
4101
4102
4103
4104
4105
4106
4107
4108
4109
4110
4111
4112
4113
4114
4115
4116
4117
4118
4119
4120
4121
4122
4123
4124
4125
4126
4127
4128
4129
4130
4131
4132
4133
4134
4135
4136
4137
4138
4139
4140
4141
4142
4143
4144
4145
4146
4147
4148
4149
4150
4151
4152
4153
4154
4155
4156
4157
4158
4159
4160
4161
4162
4163
4164
4165
4166
4167
4168
4169
4170
4171
4172
4173
4174
4175
4176
4177
4178
4179
4180
4181
4182
4183
4184
4185
4186
4187
4188
4189
4190
4191
4192
4193
4194
4195
4196
4197
4198
4199
4200
4201
4202
4203
4204
4205
4206
4207
4208
4209
4210
4211
4212
4213
4214
4215
4216
4217
4218
4219
4220
4221
4222
4223
4224
4225
4226
4227
4228
4229
4230
4231
4232
4233
4234
4235
4236
4237
4238
4239
4240
4241
4242
4243
4244
4245
4246
4247
4248
4249
4250
4251
4252
4253
4254
4255
4256
4257
4258
4259
4260
4261
4262
4263
4264
4265
4266
4267
4268
4269
4270
4271
4272
4273
4274
4275
4276
4277
4278
4279
4280
4281
4282
4283
4284
4285
4286
4287
4288
4289
4290
4291
4292
4293
4294
4295
4296
4297
4298
4299
4300
4301
4302
4303
4304
4305
4306
4307
4308
4309
4310
4311
4312
4313
4314
4315
4316
4317
4318
4319
4320
4321
4322
4323
4324
4325
4326
4327
4328
4329
4330
4331
4332
4333
4334
4335
4336
4337
4338
4339
4340
4341
4342
4343
4344
4345
4346
4347
4348
4349
4350
4351
4352
4353
4354
4355
4356
4357
4358
4359
4360
4361
4362
4363
4364
4365
4366
4367
4368
4369
4370
4371
4372
4373
4374
4375
4376
4377
4378
4379
4380
4381
4382
4383
4384
4385
4386
4387
4388
4389
4390
4391
4392
4393
4394
4395
4396
4397
4398
4399
4400
4401
4402
4403
4404
4405
4406
4407
4408
4409
4410
4411
4412
4413
4414
4415
4416
4417
4418
4419
4420
4421
4422
4423
4424
4425
4426
4427
4428
4429
4430
4431
4432
4433
4434
4435
4436
4437
4438
4439
4440
4441
4442
4443
4444
4445
4446
4447
4448
4449
4450
4451
4452
4453
4454
4455
4456
4457
4458
4459
4460
4461
4462
4463
4464
4465
4466
4467
4468
4469
4470
4471
4472
4473
4474
4475
4476
4477
4478
4479
4480
4481
4482
4483
4484
4485
4486
4487
4488
4489
4490
4491
4492
4493
4494
4495
4496
4497
4498
4499
4500
4501
4502
4503
4504
4505
4506
4507
4508
4509
4510
4511
4512
4513
4514
4515
4516
4517
4518
4519
4520
4521
4522
4523
4524
4525
4526
4527
4528
4529
4530
4531
4532
4533
4534
4535
4536
4537
4538
4539
4540
4541
4542
4543
4544
4545
4546
4547
4548
4549
4550
4551
4552
4553
4554
4555
4556
4557
4558
4559
4560
4561
4562
4563
4564
4565
4566
4567
4568
4569
4570
4571
4572
4573
4574
4575
4576
4577
4578
4579
4580
4581
4582
4583
4584
4585
4586
4587
4588
4589
4590
4591
4592
4593
4594
4595
4596
4597
4598
4599
4600
4601
4602
4603
4604
4605
4606
4607
4608
4609
4610
4611
4612
4613
4614
4615
4616
4617
4618
4619
4620
4621
4622
4623
4624
4625
4626
4627
4628
4629
4630
4631
4632
4633
4634
4635
4636
4637
4638
4639
4640
4641
4642
4643
4644
4645
4646
4647
4648
4649
4650
4651
4652
4653
4654
4655
4656
4657
4658
4659
4660
4661
4662
4663
4664
4665
4666
4667
4668
4669
4670
4671
4672
4673
4674
4675
4676
4677
4678
4679
4680
4681
4682
4683
4684
4685
4686
4687
4688
4689
4690
4691
4692
4693
4694
4695
4696
4697
4698
4699
4700
4701
4702
4703
4704
4705
4706
4707
4708
4709
4710
4711
4712
4713
4714
4715
4716
4717
4718
4719
4720
4721
4722
4723
4724
4725
4726
4727
4728
4729
4730
4731
4732
4733
4734
4735
4736
4737
4738
4739
4740
4741
4742
4743
4744
4745
4746
4747
4748
4749
4750
4751
4752
4753
4754
4755
4756
4757
4758
4759
4760
4761
4762
4763
4764
4765
4766
4767
4768
4769
4770
4771
4772
4773
4774
4775
4776
4777
4778
4779
4780
4781
4782
4783
4784
4785
4786
4787
4788
4789
4790
4791
4792
4793
4794
4795
4796
4797
4798
4799
4800
4801
4802
4803
4804
4805
4806
4807
4808
4809
4810
4811
4812
4813
4814
4815
4816
4817
4818
4819
4820
4821
4822
4823
4824
4825
4826
4827
4828
4829
4830
4831
4832
4833
4834
4835
4836
4837
4838
4839
4840
4841
4842
4843
4844
4845
4846
4847
4848
4849
4850
4851
4852
4853
4854
4855
4856
4857
4858
4859
4860
4861
4862
4863
4864
4865
4866
4867
4868
4869
4870
4871
4872
4873
4874
4875
4876
4877
4878
4879
4880
4881
4882
4883
4884
4885
4886
4887
4888
4889
4890
4891
4892
4893
4894
4895
4896
4897
4898
4899
4900
4901
4902
4903
4904
4905
4906
4907
4908
4909
4910
4911
4912
4913
4914
4915
4916
4917
4918
4919
4920
4921
4922
4923
4924
4925
4926
4927
4928
4929
4930
4931
4932
4933
4934
4935
4936
4937
4938
4939
4940
4941
4942
4943
4944
4945
4946
4947
4948
4949
4950
4951
4952
4953
4954
4955
4956
4957
4958
4959
4960
4961
4962
4963
4964
4965
4966
4967
4968
4969
4970
4971
4972
4973
4974
4975
4976
4977
4978
4979
4980
4981
4982
4983
4984
4985
4986
4987
4988
4989
4990
4991
4992
4993
4994
4995
4996
4997
4998
4999
5000
5001
5002
5003
5004
5005
5006
5007
5008
5009
5010
5011
5012
5013
5014
5015
5016
5017
5018
5019
5020
5021
5022
5023
5024
5025
5026
5027
5028
5029
5030
5031
5032
5033
5034
5035
5036
5037
5038
5039
5040
5041
5042
5043
5044
5045
5046
5047
5048
5049
5050
5051
5052
5053
5054
5055
5056
5057
5058
5059
5060
5061
5062
5063
5064
5065
5066
5067
5068
5069
5070
5071
5072
5073
5074
5075
5076
5077
5078
5079
5080
5081
5082
5083
5084
5085
5086
5087
5088
5089
5090
5091
5092
5093
5094
5095
5096
5097
5098
5099
5100
5101
5102
5103
5104
5105
5106
5107
5108
5109
5110
5111
5112
5113
5114
5115
5116
5117
5118
5119
5120
5121
5122
5123
5124
5125
5126
5127
5128
5129
5130
5131
5132
5133
5134
5135
5136
5137
5138
5139
5140
5141
5142
5143
5144
5145
5146
5147
5148
5149
5150
5151
5152
5153
5154
5155
5156
5157
5158
5159
5160
5161
5162
5163
5164
5165
5166
5167
5168
5169
5170
5171
5172
5173
5174
5175
5176
5177
5178
5179
5180
5181
5182
5183
5184
5185
5186
5187
5188
5189
5190
5191
5192
5193
5194
5195
5196
5197
5198
5199
5200
5201
5202
5203
5204
5205
5206
5207
5208
5209
5210
5211
5212
5213
5214
5215
5216
5217
5218
5219
5220
5221
5222
5223
5224
5225
5226
5227
5228
5229
5230
5231
5232
5233
5234
5235
5236
5237
5238
5239
5240
5241
5242
5243
5244
5245
5246
5247
5248
5249
5250
5251
5252
5253
5254
5255
5256
5257
5258
5259
5260
5261
5262
5263
5264
5265
5266
5267
5268
5269
5270
5271
5272
5273
5274
5275
5276
5277
5278
5279
5280
5281
5282
5283
5284
5285
5286
5287
5288
5289
5290
5291
5292
5293
5294
5295
5296
5297
5298
5299
5300
5301
5302
5303
5304
5305
5306
5307
5308
5309
5310
5311
5312
5313
5314
5315
5316
5317
5318
5319
5320
5321
5322
5323
5324
5325
5326
5327
5328
5329
5330
5331
5332
5333
5334
5335
5336
5337
5338
5339
5340
5341
5342
5343
5344
5345
5346
5347
5348
5349
5350
5351
5352
5353
5354
5355
5356
5357
5358
5359
5360
5361
5362
5363
5364
5365
5366
5367
5368
5369
5370
5371
5372
5373
5374
5375
5376
5377
5378
5379
5380
5381
5382
5383
5384
5385
5386
5387
5388
5389
5390
5391
5392
5393
5394
5395
5396
5397
5398
5399
5400
5401
5402
5403
5404
5405
5406
5407
5408
5409
5410
5411
5412
5413
5414
5415
5416
5417
5418
5419
5420
5421
5422
5423
5424
5425
5426
5427
5428
5429
5430
5431
5432
5433
5434
5435
5436
5437
5438
5439
5440
5441
5442
5443
5444
5445
5446
5447
5448
5449
5450
5451
5452
5453
5454
5455
5456
5457
5458
5459
5460
5461
5462
5463
5464
5465
5466
5467
5468
5469
5470
5471
5472
5473
5474
5475
5476
5477
5478
5479
5480
5481
5482
5483
5484
5485
5486
5487
5488
5489
5490
5491
5492
5493
5494
5495
5496
5497
5498
5499
5500
5501
5502
5503
5504
5505
5506
5507
5508
5509
5510
5511
5512
5513
5514
5515
5516
5517
5518
5519
5520
5521
5522
5523
5524
5525
5526
5527
5528
5529
5530
5531
5532
5533
5534
5535
5536
5537
5538
5539
5540
5541
5542
5543
5544
5545
5546
5547
5548
5549
5550
5551
5552
5553
5554
5555
5556
5557
5558
5559
5560
5561
5562
5563
5564
5565
5566
5567
5568
5569
5570
5571
5572
5573
5574
5575
5576
5577
5578
5579
5580
5581
5582
5583
5584
5585
5586
5587
5588
5589
5590
5591
5592
5593
5594
5595
5596
5597
5598
5599
5600
5601
5602
5603
5604
5605
5606
5607
5608
5609
5610
5611
5612
5613
5614
5615
5616
5617
5618
5619
5620
5621
5622
5623
5624
5625
5626
5627
5628
5629
5630
5631
5632
5633
5634
5635
5636
5637
5638
5639
5640
5641
5642
5643
5644
5645
5646
5647
5648
5649
5650
5651
5652
5653
5654
5655
5656
5657
5658
5659
5660
5661
5662
5663
5664
5665
5666
5667
5668
5669
5670
5671
5672
5673
5674
5675
5676
5677
5678
5679
5680
5681
5682
5683
5684
5685
5686
5687
5688
5689
5690
5691
5692
5693
5694
5695
5696
5697
5698
5699
5700
5701
5702
5703
5704
5705
5706
5707
5708
5709
5710
5711
5712
5713
5714
5715
5716
5717
5718
5719
5720
5721
5722
5723
5724
5725
5726
5727
5728
5729
5730
5731
5732
5733
5734
5735
5736
5737
5738
5739
5740
5741
5742
5743
5744
5745
5746
5747
5748
5749
5750
5751
5752
5753
5754
5755
5756
5757
5758
5759
5760
5761
5762
5763
5764
5765
5766
5767
5768
5769
5770
5771
5772
5773
5774
5775
5776
5777
5778
5779
5780
5781
5782
5783
5784
5785
5786
5787
5788
5789
5790
5791
5792
5793
5794
5795
5796
5797
5798
5799
5800
5801
5802
5803
5804
5805
5806
5807
5808
5809
5810
5811
5812
5813
5814
5815
5816
5817
5818
5819
5820
5821
5822
5823
5824
5825
5826
5827
5828
5829
5830
5831
5832
5833
5834
5835
5836
5837
5838
5839
5840
5841
5842
5843
5844
5845
5846
5847
5848
5849
5850
5851
5852
5853
5854
5855
5856
5857
5858
5859
5860
5861
5862
5863
5864
5865
5866
5867
5868
5869
5870
5871
5872
5873
5874
5875
5876
5877
5878
5879
5880
5881
5882
5883
5884
5885
5886
5887
5888
5889
5890
5891
5892
5893
5894
5895
5896
5897
5898
5899
5900
5901
5902
5903
5904
5905
5906
5907
5908
5909
5910
5911
5912
5913
5914
5915
5916
5917
5918
5919
5920
5921
5922
5923
5924
5925
5926
5927
5928
5929
5930
5931
5932
5933
5934
5935
5936
5937
5938
5939
5940
5941
5942
5943
5944
5945
5946
5947
5948
5949
5950
5951
5952
5953
5954
5955
5956
5957
5958
5959
5960
5961
5962
5963
5964
5965
5966
5967
5968
5969
5970
5971
5972
5973
5974
5975
5976
5977
5978
5979
5980
5981
5982
5983
5984
5985
5986
5987
5988
5989
5990
5991
5992
5993
5994
5995
5996
5997
5998
5999
6000
6001
6002
6003
6004
6005
6006
6007
6008
6009
6010
6011
6012
6013
6014
6015
6016
6017
6018
6019
6020
6021
6022
6023
6024
6025
6026
6027
6028
6029
6030
6031
6032
6033
6034
6035
6036
6037
6038
6039
6040
6041
6042
6043
6044
6045
6046
6047
6048
6049
6050
6051
6052
6053
6054
6055
6056
6057
6058
6059
6060
6061
6062
6063
6064
6065
6066
6067
6068
6069
6070
6071
6072
6073
6074
6075
6076
6077
6078
6079
6080
6081
6082
6083
6084
6085
6086
6087
6088
6089
6090
6091
6092
6093
6094
6095
6096
6097
6098
6099
6100
6101
6102
6103
6104
6105
6106
6107
6108
6109
6110
6111
6112
6113
6114
6115
6116
6117
6118
6119
6120
6121
6122
6123
6124
6125
6126
6127
6128
6129
6130
6131
6132
6133
6134
6135
6136
6137
6138
6139
6140
6141
6142
6143
6144
6145
6146
6147
6148
6149
6150
6151
6152
6153
6154
6155
6156
6157
6158
6159
6160
6161
6162
6163
6164
6165
6166
6167
6168
6169
6170
6171
6172
6173
6174
6175
6176
6177
6178
6179
6180
6181
6182
6183
6184
6185
6186
6187
6188
6189
6190
6191
6192
6193
6194
6195
6196
6197
6198
6199
6200
6201
6202
6203
6204
6205
6206
6207
6208
6209
6210
6211
6212
6213
6214
6215
6216
6217
6218
6219
6220
6221
6222
6223
6224
6225
6226
6227
6228
6229
6230
6231
6232
6233
6234
6235
6236
6237
6238
6239
6240
6241
6242
6243
6244
6245
6246
6247
6248
6249
6250
6251
6252
6253
6254
6255
6256
6257
6258
6259
6260
6261
6262
6263
6264
6265
6266
6267
6268
6269
6270
6271
6272
6273
6274
6275
6276
6277
6278
6279
6280
6281
6282
6283
6284
6285
6286
6287
6288
6289
6290
6291
6292
6293
6294
6295
6296
6297
6298
6299
6300
6301
6302
6303
6304
6305
6306
6307
6308
6309
6310
6311
6312
6313
6314
6315
6316
6317
6318
6319
6320
6321
6322
6323
6324
6325
6326
6327
6328
6329
6330
6331
6332
6333
6334
6335
6336
6337
6338
6339
6340
6341
6342
6343
6344
6345
6346
6347
6348
6349
6350
6351
6352
6353
6354
6355
6356
6357
6358
6359
6360
6361
6362
6363
6364
6365
6366
6367
6368
6369
6370
6371
6372
6373
6374
6375
6376
6377
6378
6379
6380
6381
6382
6383
6384
6385
6386
6387
6388
6389
6390
6391
6392
6393
6394
6395
6396
6397
6398
6399
6400
6401
6402
6403
6404
6405
6406
6407
6408
6409
6410
6411
6412
6413
6414
6415
6416
6417
6418
6419
6420
6421
6422
6423
6424
6425
6426
6427
6428
6429
6430
6431
6432
6433
6434
6435
6436
6437
6438
6439
6440
6441
6442
6443
6444
6445
6446
6447
6448
6449
6450
6451
6452
6453
6454
6455
6456
6457
6458
6459
6460
6461
6462
6463
6464
6465
6466
6467
6468
6469
6470
6471
6472
6473
6474
6475
6476
6477
6478
6479
6480
6481
6482
6483
6484
6485
6486
6487
6488
6489
6490
6491
6492
6493
6494
6495
6496
6497
6498
6499
6500
6501
6502
6503
6504
6505
6506
6507
6508
6509
6510
6511
6512
6513
6514
6515
6516
6517
6518
6519
6520
6521
6522
6523
6524
6525
6526
6527
6528
6529
6530
6531
6532
6533
6534
6535
6536
6537
6538
6539
6540
6541
6542
6543
6544
6545
6546
6547
6548
6549
6550
6551
6552
6553
6554
6555
6556
6557
6558
6559
6560
6561
6562
6563
6564
6565
6566
6567
6568
6569
6570
6571
6572
6573
6574
6575
6576
6577
6578
6579
6580
6581
6582
6583
6584
6585
6586
6587
6588
6589
6590
6591
6592
6593
6594
6595
6596
6597
6598
6599
6600
6601
6602
6603
6604
6605
6606
6607
6608
6609
6610
6611
6612
6613
6614
6615
6616
6617
6618
6619
6620
6621
6622
6623
6624
6625
6626
6627
6628
6629
6630
6631
6632
6633
6634
6635
6636
6637
6638
6639
6640
6641
6642
6643
6644
6645
6646
6647
6648
6649
6650
6651
6652
6653
6654
6655
6656
6657
6658
6659
6660
6661
6662
6663
6664
6665
6666
6667
6668
6669
6670
6671
6672
6673
6674
6675
6676
6677
6678
6679
6680
6681
6682
6683
6684
6685
6686
6687
6688
6689
6690
6691
6692
6693
6694
6695
6696
6697
6698
6699
6700
6701
6702
6703
6704
6705
6706
6707
6708
6709
6710
6711
6712
6713
6714
6715
6716
6717
6718
6719
6720
6721
6722
6723
6724
6725
6726
6727
6728
6729
6730
6731
6732
6733
6734
6735
6736
6737
6738
6739
6740
6741
6742
6743
6744
6745
6746
6747
6748
6749
6750
6751
6752
6753
6754
6755
6756
6757
6758
6759
6760
6761
6762
6763
6764
6765
6766
6767
6768
6769
6770
6771
6772
6773
6774
6775
6776
6777
6778
6779
6780
6781
6782
6783
6784
6785
6786
6787
6788
6789
6790
6791
6792
6793
6794
6795
6796
6797
6798
6799
6800
6801
6802
6803
6804
6805
6806
6807
6808
6809
6810
6811
6812
6813
6814
6815
6816
6817
6818
6819
6820
6821
6822
6823
6824
6825
6826
6827
6828
6829
6830
6831
6832
6833
6834
6835
6836
6837
6838
6839
6840
6841
6842
6843
6844
6845
6846
6847
6848
6849
6850
6851
6852
6853
6854
6855
6856
6857
6858
6859
6860
6861
6862
6863
6864
6865
6866
6867
6868
6869
6870
6871
6872
6873
6874
6875
6876
6877
6878
6879
6880
6881
6882
6883
6884
6885
6886
6887
6888
6889
6890
6891
6892
6893
6894
6895
6896
6897
6898
6899
6900
6901
6902
6903
6904
6905
6906
6907
6908
6909
6910
6911
6912
6913
6914
6915
6916
6917
6918
6919
6920
6921
6922
6923
6924
6925
6926
6927
6928
6929
6930
6931
6932
6933
6934
6935
6936
6937
6938
6939
6940
6941
6942
6943
6944
6945
6946
6947
6948
6949
6950
6951
6952
6953
6954
6955
6956
6957
6958
6959
6960
6961
6962
6963
6964
6965
6966
6967
6968
6969
6970
6971
6972
6973
6974
6975
6976
6977
6978
6979
6980
6981
6982
6983
6984
6985
6986
6987
6988
6989
6990
6991
6992
6993
6994
6995
6996
6997
6998
6999
7000
7001
7002
7003
7004
7005
7006
7007
7008
7009
7010
7011
7012
7013
7014
7015
7016
7017
7018
7019
7020
7021
7022
7023
7024
7025
7026
7027
7028
7029
7030
7031
7032
7033
7034
7035
7036
7037
7038
7039
7040
7041
7042
7043
7044
7045
7046
7047
7048
7049
7050
7051
7052
7053
7054
7055
7056
7057
7058
7059
7060
7061
7062
7063
7064
7065
7066
7067
7068
7069
7070
7071
7072
7073
7074
7075
7076
7077
7078
7079
7080
7081
7082
7083
7084
7085
7086
7087
7088
7089
7090
7091
7092
7093
7094
7095
7096
7097
7098
7099
7100
7101
7102
7103
7104
7105
7106
7107
7108
7109
7110
7111
7112
7113
7114
7115
7116
7117
7118
7119
7120
7121
7122
7123
7124
7125
7126
7127
7128
7129
7130
7131
7132
7133
7134
7135
7136
7137
7138
7139
7140
7141
7142
7143
7144
7145
7146
7147
7148
7149
7150
7151
7152
7153
7154
7155
7156
7157
7158
7159
7160
7161
7162
7163
7164
7165
7166
7167
7168
7169
7170
7171
7172
7173
7174
7175
7176
7177
7178
7179
7180
7181
7182
7183
7184
7185
7186
7187
7188
7189
7190
7191
7192
7193
7194
7195
7196
7197
7198
7199
7200
7201
7202
7203
7204
7205
7206
7207
7208
7209
7210
7211
7212
7213
7214
7215
7216
7217
7218
7219
7220
7221
7222
7223
7224
7225
7226
7227
7228
7229
7230
7231
7232
7233
7234
7235
7236
7237
7238
7239
7240
7241
7242
7243
7244
7245
7246
7247
7248
7249
7250
7251
7252
7253
7254
7255
7256
7257
7258
7259
7260
7261
7262
7263
7264
7265
7266
7267
7268
7269
7270
7271
7272
7273
7274
7275
7276
7277
7278
7279
7280
7281
7282
7283
7284
7285
7286
7287
7288
7289
7290
7291
7292
7293
7294
7295
7296
7297
7298
7299
7300
7301
7302
7303
7304
7305
7306
7307
7308
7309
7310
7311
7312
7313
7314
7315
7316
7317
7318
7319
7320
7321
7322
7323
7324
7325
7326
7327
7328
7329
7330
7331
7332
7333
7334
7335
7336
7337
7338
7339
7340
7341
7342
7343
7344
7345
7346
7347
7348
7349
7350
7351
7352
7353
7354
7355
7356
7357
7358
7359
7360
7361
7362
7363
7364
7365
7366
7367
7368
7369
7370
7371
7372
7373
7374
7375
7376
7377
7378
7379
7380
7381
7382
7383
7384
7385
7386
7387
7388
7389
7390
7391
7392
7393
7394
7395
7396
7397
7398
7399
7400
7401
7402
7403
7404
7405
7406
7407
7408
7409
7410
7411
7412
7413
7414
7415
7416
7417
7418
7419
7420
7421
7422
7423
7424
7425
7426
7427
7428
7429
7430
7431
7432
7433
7434
7435
7436
7437
7438
7439
7440
7441
7442
7443
7444
7445
7446
7447
7448
7449
7450
7451
7452
7453
7454
7455
7456
7457
7458
7459
7460
7461
7462
7463
7464
7465
7466
7467
7468
7469
7470
7471
7472
7473
7474
7475
7476
7477
7478
7479
7480
7481
7482
7483
7484
7485
7486
7487
7488
7489
7490
7491
7492
7493
7494
7495
7496
7497
7498
7499
7500
7501
7502
7503
7504
7505
7506
7507
7508
7509
7510
7511
7512
7513
7514
7515
7516
7517
7518
7519
7520
7521
7522
7523
7524
7525
7526
7527
7528
7529
7530
7531
7532
7533
7534
7535
7536
7537
7538
7539
7540
7541
7542
7543
7544
7545
7546
7547
7548
7549
7550
7551
7552
7553
7554
7555
7556
7557
7558
7559
7560
7561
7562
7563
7564
7565
7566
7567
7568
7569
7570
7571
7572
7573
7574
7575
7576
7577
7578
7579
7580
7581
7582
7583
7584
7585
7586
7587
7588
7589
7590
7591
7592
7593
7594
7595
7596
7597
7598
7599
7600
7601
7602
7603
7604
7605
7606
7607
7608
7609
7610
7611
7612
7613
7614
7615
7616
7617
7618
7619
7620
7621
7622
7623
7624
7625
7626
7627
7628
7629
7630
7631
7632
7633
7634
7635
7636
7637
7638
7639
7640
7641
7642
7643
7644
7645
7646
7647
7648
7649
7650
7651
7652
7653
7654
7655
7656
7657
7658
7659
7660
7661
7662
7663
7664
7665
7666
7667
7668
7669
7670
7671
7672
7673
7674
7675
7676
7677
7678
7679
7680
7681
7682
7683
7684
7685
7686
7687
7688
7689
7690
7691
7692
7693
7694
7695
7696
7697
7698
7699
7700
7701
7702
7703
7704
7705
7706
7707
7708
7709
7710
7711
7712
7713
7714
7715
7716
7717
7718
7719
7720
7721
7722
7723
7724
7725
7726
7727
7728
7729
7730
7731
7732
7733
7734
7735
7736
7737
7738
7739
7740
7741
7742
7743
7744
7745
7746
7747
7748
7749
7750
7751
7752
7753
7754
7755
7756
7757
7758
7759
7760
7761
7762
7763
7764
7765
7766
7767
7768
7769
7770
7771
7772
7773
7774
7775
7776
7777
7778
7779
7780
7781
7782
7783
7784
7785
7786
7787
7788
7789
7790
7791
7792
7793
7794
7795
7796
7797
7798
7799
7800
7801
7802
7803
7804
7805
7806
7807
7808
7809
7810
7811
7812
7813
7814
7815
7816
7817
7818
7819
7820
7821
7822
7823
7824
7825
7826
7827
7828
7829
7830
7831
7832
7833
7834
7835
7836
7837
7838
7839
7840
7841
7842
7843
7844
7845
7846
7847
7848
7849
7850
7851
7852
7853
7854
7855
7856
7857
7858
7859
7860
7861
7862
7863
7864
7865
7866
7867
7868
7869
7870
7871
7872
7873
7874
7875
7876
7877
7878
7879
7880
7881
7882
7883
7884
7885
7886
7887
7888
7889
7890
7891
7892
7893
7894
7895
7896
7897
7898
7899
7900
7901
7902
7903
7904
7905
7906
7907
7908
7909
7910
7911
7912
7913
7914
7915
7916
7917
7918
7919
7920
7921
7922
7923
7924
7925
7926
7927
7928
7929
7930
7931
7932
7933
7934
7935
7936
7937
7938
7939
7940
7941
7942
7943
7944
7945
7946
7947
7948
7949
7950
7951
7952
7953
7954
7955
7956
7957
7958
7959
7960
7961
7962
7963
7964
7965
7966
7967
7968
7969
7970
7971
7972
7973
7974
7975
7976
7977
7978
7979
7980
7981
7982
7983
7984
7985
7986
7987
7988
7989
7990
7991
7992
7993
7994
7995
7996
7997
7998
7999
8000
8001
8002
8003
8004
8005
8006
8007
8008
8009
8010
8011
8012
8013
8014
8015
8016
8017
8018
8019
8020
8021
8022
8023
8024
8025
8026
8027
8028
8029
8030
8031
8032
8033
8034
8035
8036
8037
8038
8039
8040
8041
8042
8043
8044
8045
8046
8047
8048
8049
8050
8051
8052
8053
8054
8055
8056
8057
8058
8059
8060
8061
8062
8063
8064
8065
8066
8067
8068
8069
8070
8071
8072
8073
8074
8075
8076
8077
8078
8079
8080
8081
8082
8083
8084
8085
8086
8087
8088
8089
8090
8091
8092
8093
8094
8095
8096
8097
8098
8099
8100
8101
8102
8103
8104
8105
8106
8107
8108
8109
8110
8111
8112
8113
8114
8115
8116
8117
8118
8119
8120
8121
8122
8123
8124
8125
8126
8127
8128
8129
8130
8131
8132
8133
8134
8135
8136
8137
8138
8139
8140
8141
8142
8143
8144
8145
8146
8147
8148
8149
8150
8151
8152
8153
8154
8155
8156
8157
8158
8159
8160
8161
8162
8163
8164
8165
8166
8167
8168
8169
8170
8171
8172
8173
8174
8175
8176
8177
8178
8179
8180
8181
8182
8183
8184
8185
8186
8187
8188
8189
8190
8191
8192
8193
8194
8195
8196
8197
8198
8199
8200
8201
8202
8203
8204
8205
8206
8207
8208
8209
8210
8211
8212
8213
8214
8215
8216
8217
8218
8219
8220
8221
8222
8223
8224
8225
8226
8227
8228
8229
8230
8231
8232
8233
8234
8235
8236
8237
8238
8239
8240
8241
8242
8243
8244
8245
8246
8247
8248
8249
8250
8251
8252
8253
8254
8255
8256
8257
8258
8259
8260
8261
8262
8263
8264
8265
8266
8267
8268
8269
8270
8271
8272
8273
8274
8275
8276
8277
8278
8279
8280
8281
8282
8283
8284
8285
8286
8287
8288
8289
8290
8291
8292
8293
8294
8295
8296
8297
8298
8299
8300
8301
8302
8303
8304
8305
8306
8307
8308
8309
8310
8311
8312
8313
8314
8315
8316
8317
8318
8319
8320
8321
8322
8323
8324
8325
8326
8327
8328
8329
8330
8331
8332
8333
8334
8335
8336
8337
8338
8339
8340
8341
8342
8343
8344
8345
8346
8347
8348
8349
8350
8351
8352
8353
8354
8355
8356
8357
8358
8359
8360
8361
8362
8363
8364
8365
8366
8367
8368
8369
8370
8371
8372
8373
8374
8375
8376
8377
8378
8379
8380
8381
8382
8383
8384
8385
8386
8387
8388
8389
8390
8391
8392
8393
8394
8395
8396
8397
8398
8399
8400
8401
8402
8403
8404
8405
8406
8407
8408
8409
8410
8411
8412
8413
8414
8415
8416
8417
8418
8419
8420
8421
8422
8423
8424
8425
8426
8427
8428
8429
8430
8431
8432
8433
8434
8435
8436
8437
8438
8439
8440
8441
8442
8443
8444
8445
8446
8447
8448
8449
8450
8451
8452
8453
8454
8455
8456
8457
8458
8459
8460
8461
8462
8463
8464
8465
8466
8467
8468
8469
8470
8471
8472
8473
8474
8475
8476
8477
8478
8479
8480
8481
8482
8483
8484
8485
8486
8487
8488
8489
8490
8491
8492
8493
8494
8495
8496
8497
8498
8499
8500
8501
8502
8503
8504
8505
8506
8507
8508
8509
8510
8511
8512
8513
8514
8515
8516
8517
8518
8519
8520
8521
8522
8523
8524
8525
8526
8527
8528
8529
8530
8531
8532
8533
8534
8535
8536
8537
8538
8539
8540
8541
8542
8543
8544
8545
8546
8547
8548
8549
8550
8551
8552
8553
8554
8555
8556
8557
8558
8559
8560
8561
8562
8563
8564
8565
8566
8567
8568
8569
8570
8571
8572
8573
8574
8575
8576
8577
8578
8579
8580
8581
8582
8583
8584
8585
8586
8587
8588
8589
8590
8591
8592
8593
8594
8595
8596
8597
8598
8599
8600
8601
8602
8603
8604
8605
8606
8607
8608
8609
8610
8611
8612
8613
8614
8615
8616
8617
8618
8619
8620
8621
8622
8623
8624
8625
8626
8627
8628
8629
8630
8631
8632
8633
8634
8635
8636
8637
8638
8639
8640
8641
8642
8643
8644
8645
8646
8647
8648
8649
8650
8651
8652
8653
8654
8655
8656
8657
8658
8659
8660
8661
8662
8663
8664
8665
8666
8667
8668
8669
8670
8671
8672
8673
8674
8675
8676
8677
8678
8679
8680
8681
8682
8683
8684
8685
8686
8687
8688
8689
8690
8691
8692
8693
8694
8695
8696
8697
8698
8699
8700
8701
8702
8703
8704
8705
8706
8707
8708
8709
8710
8711
8712
8713
8714
8715
8716
8717
8718
8719
8720
8721
8722
8723
8724
8725
8726
8727
8728
8729
8730
8731
8732
8733
8734
8735
8736
8737
8738
8739
8740
8741
8742
8743
8744
8745
8746
8747
8748
8749
8750
8751
8752
8753
8754
8755
8756
8757
8758
8759
8760
8761
8762
8763
8764
8765
8766
8767
8768
8769
8770
8771
8772
8773
8774
8775
8776
8777
8778
8779
8780
8781
8782
8783
8784
8785
8786
8787
8788
8789
8790
8791
8792
8793
8794
8795
8796
8797
8798
8799
8800
8801
8802
8803
8804
8805
8806
8807
8808
8809
8810
8811
8812
8813
8814
8815
8816
8817
8818
8819
8820
8821
8822
8823
8824
8825
8826
8827
8828
8829
8830
8831
8832
8833
8834
8835
8836
8837
8838
8839
8840
8841
8842
8843
8844
8845
8846
8847
8848
8849
8850
8851
8852
8853
8854
8855
8856
8857
8858
8859
8860
8861
8862
8863
8864
8865
8866
8867
8868
8869
8870
8871
8872
8873
8874
8875
8876
8877
8878
8879
8880
8881
8882
8883
8884
8885
8886
8887
8888
8889
8890
8891
8892
8893
8894
8895
8896
8897
8898
8899
8900
8901
8902
8903
8904
8905
8906
8907
8908
8909
8910
8911
8912
8913
8914
8915
8916
8917
8918
8919
8920
8921
8922
8923
8924
8925
8926
8927
8928
8929
8930
8931
8932
8933
8934
8935
8936
8937
8938
8939
8940
8941
8942
8943
8944
8945
8946
8947
8948
8949
8950
8951
8952
8953
8954
8955
8956
8957
8958
8959
8960
8961
8962
8963
8964
8965
8966
8967
8968
8969
8970
8971
8972
8973
8974
8975
8976
8977
8978
8979
8980
8981
8982
8983
8984
8985
8986
8987
8988
8989
8990
8991
8992
8993
8994
8995
8996
8997
8998
8999
9000
9001
9002
9003
9004
9005
9006
9007
9008
9009
9010
9011
9012
9013
9014
9015
9016
9017
9018
9019
9020
9021
9022
9023
9024
9025
9026
9027
9028
9029
9030
9031
9032
9033
9034
9035
9036
9037
9038
9039
9040
9041
9042
9043
9044
9045
9046
9047
9048
9049
9050
9051
9052
9053
9054
9055
9056
9057
9058
9059
9060
9061
9062
9063
9064
9065
9066
9067
9068
9069
9070
9071
9072
9073
9074
9075
9076
9077
9078
9079
9080
9081
9082
9083
9084
9085
9086
9087
9088
9089
9090
9091
9092
9093
9094
9095
9096
9097
9098
9099
9100
9101
9102
9103
9104
9105
9106
9107
9108
9109
9110
9111
9112
9113
9114
9115
9116
9117
9118
9119
9120
9121
9122
9123
9124
9125
9126
9127
9128
9129
9130
9131
9132
9133
9134
9135
9136
9137
9138
9139
9140
9141
9142
9143
9144
9145
9146
9147
9148
9149
9150
9151
9152
9153
9154
9155
9156
9157
9158
9159
9160
9161
9162
9163
9164
9165
9166
9167
9168
9169
9170
9171
9172
9173
9174
9175
9176
9177
9178
9179
9180
9181
9182
9183
9184
9185
9186
9187
9188
9189
9190
9191
9192
9193
9194
9195
9196
9197
9198
9199
9200
9201
9202
9203
9204
9205
9206
9207
9208
9209
9210
9211
9212
9213
9214
9215
9216
9217
9218
9219
9220
9221
9222
9223
9224
9225
9226
9227
9228
9229
9230
9231
9232
9233
9234
9235
9236
9237
9238
9239
9240
9241
9242
9243
9244
9245
9246
9247
9248
9249
9250
9251
9252
9253
9254
9255
9256
9257
9258
9259
9260
9261
9262
9263
9264
9265
9266
9267
9268
9269
9270
9271
9272
9273
9274
9275
9276
9277
9278
9279
9280
9281
9282
9283
9284
9285
9286
9287
9288
9289
9290
9291
9292
9293
9294
9295
9296
9297
9298
9299
9300
9301
9302
9303
9304
9305
9306
9307
9308
9309
9310
9311
9312
9313
9314
9315
9316
9317
9318
9319
9320
9321
9322
9323
9324
9325
9326
9327
9328
9329
9330
9331
9332
9333
9334
9335
9336
9337
9338
9339
9340
9341
9342
9343
9344
9345
9346
9347
9348
9349
9350
9351
9352
9353
9354
9355
9356
9357
9358
9359
9360
9361
9362
9363
9364
9365
9366
9367
9368
9369
9370
9371
9372
9373
9374
9375
9376
9377
9378
9379
9380
9381
9382
9383
9384
9385
9386
9387
9388
9389
9390
9391
9392
9393
9394
9395
9396
9397
9398
9399
9400
9401
9402
9403
9404
9405
9406
9407
9408
9409
9410
9411
9412
9413
9414
9415
9416
9417
9418
9419
9420
9421
9422
9423
9424
9425
9426
9427
9428
9429
9430
9431
9432
9433
9434
9435
9436
9437
9438
9439
9440
9441
9442
9443
9444
9445
9446
9447
9448
9449
9450
9451
9452
9453
9454
9455
9456
9457
9458
9459
9460
9461
9462
9463
9464
9465
9466
9467
9468
9469
9470
9471
9472
9473
9474
9475
9476
9477
9478
9479
9480
9481
9482
9483
9484
9485
9486
9487
9488
9489
9490
9491
9492
9493
9494
9495
9496
9497
9498
9499
9500
9501
9502
9503
9504
9505
9506
9507
9508
9509
9510
9511
9512
9513
9514
9515
9516
9517
9518
9519
9520
9521
9522
9523
9524
9525
9526
9527
9528
9529
9530
9531
9532
9533
9534
9535
9536
9537
9538
9539
9540
9541
9542
9543
9544
9545
9546
9547
9548
9549
9550
9551
9552
9553
9554
9555
9556
9557
9558
9559
9560
9561
9562
9563
9564
9565
9566
9567
9568
9569
9570
9571
9572
9573
9574
9575
9576
9577
9578
9579
9580
9581
9582
9583
9584
9585
9586
9587
9588
9589
9590
9591
9592
9593
9594
9595
9596
9597
9598
9599
9600
9601
9602
9603
9604
9605
9606
9607
9608
9609
9610
9611
9612
9613
9614
9615
9616
9617
9618
9619
9620
9621
9622
9623
9624
9625
9626
9627
9628
9629
9630
9631
9632
9633
9634
9635
9636
9637
9638
9639
9640
9641
9642
9643
9644
9645
9646
9647
9648
9649
9650
9651
9652
9653
9654
9655
9656
9657
9658
9659
9660
9661
9662
9663
9664
9665
9666
9667
9668
9669
9670
9671
9672
9673
9674
9675
9676
9677
9678
9679
9680
9681
9682
9683
9684
9685
9686
9687
9688
9689
9690
9691
9692
9693
9694
9695
9696
9697
9698
9699
9700
9701
9702
9703
9704
9705
9706
9707
9708
9709
9710
9711
9712
9713
9714
9715
9716
9717
9718
9719
9720
9721
9722
9723
9724
9725
9726
9727
9728
9729
9730
9731
9732
9733
9734
9735
9736
9737
9738
9739
9740
9741
9742
9743
9744
9745
9746
9747
9748
9749
9750
9751
9752
9753
9754
9755
9756
9757
9758
9759
9760
9761
9762
9763
9764
9765
9766
9767
9768
9769
9770
9771
9772
9773
9774
9775
9776
9777
9778
9779
9780
9781
9782
9783
9784
9785
9786
9787
9788
9789
9790
9791
9792
9793
9794
9795
9796
9797
9798
9799
9800
9801
9802
9803
9804
9805
9806
9807
9808
9809
9810
9811
9812
9813
9814
9815
9816
9817
9818
9819
9820
9821
9822
9823
9824
9825
9826
9827
9828
9829
9830
9831
9832
9833
9834
9835
9836
9837
9838
9839
9840
9841
9842
9843
9844
9845
9846
9847
9848
9849
9850
9851
9852
9853
9854
9855
9856
9857
9858
9859
9860
9861
9862
9863
9864
9865
9866
9867
9868
9869
9870
9871
9872
9873
9874
9875
9876
9877
9878
9879
9880
9881
9882
9883
9884
9885
9886
9887
9888
9889
9890
9891
9892
9893
9894
9895
9896
9897
9898
9899
9900
9901
9902
9903
9904
9905
9906
9907
9908
9909
9910
9911
9912
9913
9914
9915
9916
9917
9918
9919
9920
9921
9922
9923
9924
9925
9926
9927
9928
9929
9930
9931
9932
9933
9934
9935
9936
9937
9938
9939
9940
9941
9942
9943
9944
9945
9946
9947
9948
9949
9950
9951
9952
9953
9954
9955
9956
9957
9958
9959
9960
9961
9962
9963
9964
9965
9966
9967
9968
9969
9970
9971
9972
9973
9974
9975
9976
9977
9978
9979
9980
9981
9982
9983
9984
9985
9986
9987
9988
9989
9990
9991
9992
9993
9994
9995
9996
9997
9998
9999
10000
10001
10002
10003
10004
10005
10006
10007
10008
10009
10010
10011
10012
10013
10014
10015
10016
10017
10018
10019
10020
10021
10022
10023
10024
10025
10026
10027
10028
10029
10030
10031
10032
10033
10034
10035
10036
10037
10038
10039
10040
10041
10042
10043
10044
10045
10046
10047
10048
10049
10050
10051
10052
10053
10054
10055
10056
10057
10058
10059
10060
10061
10062
10063
10064
10065
10066
10067
10068
10069
10070
10071
10072
10073
10074
10075
10076
10077
10078
10079
10080
10081
10082
10083
10084
10085
10086
10087
10088
10089
10090
10091
10092
10093
10094
10095
10096
10097
10098
10099
10100
10101
10102
10103
10104
10105
10106
10107
10108
10109
10110
10111
10112
10113
10114
10115
10116
10117
10118
10119
10120
10121
10122
10123
10124
10125
10126
10127
10128
10129
10130
10131
10132
10133
10134
10135
10136
10137
10138
10139
10140
10141
10142
10143
10144
10145
10146
10147
10148
10149
10150
10151
10152
10153
10154
10155
10156
10157
10158
10159
10160
10161
10162
10163
10164
10165
10166
10167
10168
10169
10170
10171
10172
10173
10174
10175
10176
10177
10178
10179
10180
10181
10182
10183
10184
10185
10186
10187
10188
10189
10190
10191
10192
10193
10194
10195
10196
10197
10198
10199
10200
10201
10202
10203
10204
10205
10206
10207
10208
10209
10210
10211
10212
10213
10214
10215
10216
10217
10218
10219
10220
10221
10222
10223
10224
10225
10226
10227
10228
10229
10230
10231
10232
10233
10234
10235
10236
10237
10238
10239
10240
10241
10242
10243
10244
10245
10246
10247
10248
10249
10250
10251
10252
10253
10254
10255
10256
10257
10258
10259
10260
10261
10262
10263
10264
10265
10266
10267
10268
10269
10270
10271
10272
10273
10274
10275
10276
10277
10278
10279
10280
10281
10282
10283
10284
10285
10286
10287
10288
10289
10290
10291
10292
10293
10294
10295
10296
10297
10298
10299
10300
10301
10302
10303
10304
10305
10306
10307
10308
10309
10310
10311
10312
10313
10314
10315
10316
10317
10318
10319
10320
10321
10322
10323
10324
10325
10326
10327
10328
10329
10330
10331
10332
10333
10334
10335
10336
10337
10338
10339
10340
10341
10342
10343
10344
10345
10346
10347
10348
10349
10350
10351
10352
10353
10354
10355
10356
10357
10358
10359
10360
10361
10362
10363
10364
10365
10366
10367
10368
10369
10370
10371
10372
10373
10374
10375
10376
10377
10378
10379
10380
10381
10382
10383
10384
10385
10386
10387
10388
10389
10390
10391
10392
10393
10394
10395
10396
10397
10398
10399
10400
10401
10402
10403
10404
10405
10406
10407
10408
10409
10410
10411
10412
10413
10414
10415
10416
10417
10418
10419
10420
10421
10422
10423
10424
10425
10426
10427
10428
10429
10430
10431
10432
10433
10434
10435
10436
10437
10438
10439
10440
10441
10442
10443
10444
10445
10446
10447
10448
10449
10450
10451
10452
10453
10454
10455
10456
10457
10458
10459
10460
10461
10462
10463
10464
10465
10466
10467
10468
10469
10470
10471
10472
10473
10474
10475
10476
10477
10478
10479
10480
10481
10482
10483
10484
10485
10486
10487
10488
10489
10490
10491
10492
10493
10494
10495
10496
10497
10498
10499
10500
10501
10502
10503
10504
10505
10506
10507
10508
10509
10510
10511
10512
10513
10514
10515
10516
10517
10518
10519
10520
10521
10522
10523
10524
10525
10526
10527
10528
10529
10530
10531
10532
10533
10534
10535
10536
10537
10538
10539
10540
10541
10542
10543
10544
10545
10546
10547
10548
10549
10550
10551
10552
10553
10554
10555
10556
10557
10558
10559
10560
10561
10562
10563
10564
10565
10566
10567
10568
10569
10570
10571
10572
10573
10574
10575
10576
10577
10578
10579
10580
10581
10582
10583
10584
10585
10586
10587
10588
10589
10590
10591
10592
10593
10594
10595
10596
10597
10598
10599
10600
10601
10602
10603
10604
10605
10606
10607
10608
10609
10610
10611
10612
10613
10614
10615
10616
10617
10618
10619
10620
10621
10622
10623
10624
10625
10626
10627
10628
10629
10630
10631
10632
10633
10634
10635
10636
10637
10638
10639
10640
10641
10642
10643
10644
10645
10646
10647
10648
10649
10650
10651
10652
10653
10654
10655
10656
10657
10658
10659
10660
10661
10662
10663
10664
10665
10666
10667
10668
10669
10670
10671
10672
10673
10674
10675
10676
10677
10678
10679
10680
10681
10682
10683
10684
10685
10686
10687
10688
10689
10690
10691
10692
10693
10694
10695
10696
10697
10698
10699
10700
10701
10702
10703
10704
10705
10706
10707
10708
10709
10710
10711
10712
10713
10714
10715
10716
10717
10718
10719
10720
10721
10722
10723
10724
10725
10726
10727
10728
10729
10730
10731
10732
10733
10734
10735
10736
10737
10738
10739
10740
10741
10742
10743
10744
10745
10746
10747
10748
10749
10750
10751
10752
10753
10754
10755
10756
10757
10758
10759
10760
10761
10762
10763
10764
10765
10766
10767
10768
10769
10770
10771
10772
10773
10774
10775
10776
10777
10778
10779
10780
10781
10782
10783
10784
10785
10786
10787
10788
10789
10790
10791
10792
10793
10794
10795
10796
10797
10798
10799
10800
10801
10802
10803
10804
10805
10806
10807
10808
10809
10810
10811
10812
10813
10814
10815
10816
10817
10818
10819
10820
10821
10822
10823
10824
10825
10826
10827
10828
10829
10830
10831
10832
10833
10834
10835
10836
10837
10838
10839
10840
10841
10842
10843
10844
10845
10846
10847
10848
10849
10850
10851
10852
10853
10854
10855
10856
10857
10858
10859
10860
10861
10862
10863
10864
10865
10866
10867
10868
10869
10870
10871
10872
10873
10874
10875
10876
10877
10878
10879
10880
10881
10882
10883
10884
10885
10886
10887
10888
10889
10890
10891
10892
10893
10894
10895
10896
10897
10898
10899
10900
10901
10902
10903
10904
10905
10906
10907
10908
10909
10910
10911
10912
10913
10914
10915
10916
10917
10918
10919
10920
10921
10922
10923
10924
10925
10926
10927
10928
10929
10930
10931
10932
10933
10934
10935
10936
10937
10938
10939
10940
10941
10942
10943
10944
10945
10946
10947
10948
10949
10950
10951
10952
10953
10954
10955
10956
10957
10958
10959
10960
10961
10962
10963
10964
10965
10966
10967
10968
10969
10970
10971
10972
10973
10974
10975
10976
10977
10978
10979
10980
10981
10982
10983
10984
10985
10986
10987
10988
10989
10990
10991
10992
10993
10994
10995
10996
10997
10998
10999
11000
11001
11002
11003
11004
11005
11006
11007
11008
11009
11010
11011
11012
11013
11014
11015
11016
11017
11018
11019
11020
11021
11022
11023
11024
11025
11026
11027
11028
11029
11030
11031
11032
11033
11034
11035
11036
11037
11038
11039
11040
11041
11042
11043
11044
11045
11046
11047
11048
11049
11050
11051
11052
11053
11054
11055
11056
11057
11058
11059
11060
11061
11062
11063
11064
11065
11066
11067
11068
11069
11070
11071
11072
11073
11074
11075
11076
11077
11078
11079
11080
11081
11082
11083
11084
11085
11086
11087
11088
11089
11090
11091
11092
11093
11094
11095
11096
11097
11098
11099
11100
11101
11102
11103
11104
11105
11106
11107
11108
11109
11110
11111
11112
11113
11114
11115
11116
11117
11118
11119
11120
11121
11122
11123
11124
11125
11126
11127
11128
11129
11130
11131
11132
11133
11134
11135
11136
11137
11138
11139
11140
11141
11142
11143
11144
11145
11146
11147
11148
11149
11150
11151
11152
11153
11154
11155
11156
11157
11158
11159
11160
11161
11162
11163
11164
11165
11166
11167
11168
11169
11170
11171
11172
11173
11174
11175
11176
11177
11178
11179
11180
11181
11182
11183
11184
11185
11186
11187
11188
11189
11190
11191
11192
11193
11194
11195
11196
11197
11198
11199
11200
11201
11202
11203
11204
11205
11206
11207
11208
11209
11210
11211
11212
11213
11214
11215
11216
11217
11218
11219
11220
11221
11222
11223
11224
11225
11226
11227
11228
11229
11230
11231
11232
11233
11234
11235
11236
11237
11238
11239
11240
11241
11242
11243
11244
11245
11246
11247
11248
11249
11250
11251
11252
11253
11254
11255
11256
11257
11258
11259
11260
11261
11262
11263
11264
11265
11266
11267
11268
11269
11270
11271
11272
11273
11274
11275
11276
11277
11278
11279
11280
11281
11282
11283
11284
11285
11286
11287
11288
11289
11290
11291
11292
11293
11294
11295
11296
11297
11298
11299
11300
11301
11302
11303
11304
11305
11306
11307
11308
11309
11310
11311
11312
11313
11314
11315
11316
11317
11318
11319
11320
11321
11322
11323
11324
11325
11326
11327
11328
11329
11330
11331
11332
11333
11334
11335
11336
11337
11338
11339
11340
11341
11342
11343
11344
11345
11346
11347
11348
11349
11350
11351
11352
11353
11354
11355
11356
11357
11358
11359
11360
11361
11362
11363
11364
11365
11366
11367
11368
11369
11370
11371
11372
11373
11374
11375
11376
11377
11378
11379
11380
11381
11382
11383
11384
11385
11386
11387
11388
11389
11390
11391
11392
11393
11394
11395
11396
11397
11398
11399
11400
11401
11402
11403
11404
11405
11406
11407
11408
11409
11410
11411
11412
11413
11414
11415
11416
11417
11418
11419
11420
11421
11422
11423
11424
11425
11426
11427
11428
11429
11430
11431
11432
11433
11434
11435
11436
11437
11438
11439
11440
11441
11442
11443
11444
11445
11446
11447
11448
11449
11450
11451
11452
11453
11454
11455
11456
11457
11458
11459
11460
11461
11462
11463
11464
11465
11466
11467
11468
11469
11470
11471
11472
11473
11474
11475
11476
11477
11478
11479
11480
11481
11482
11483
11484
11485
11486
11487
11488
11489
11490
11491
11492
11493
11494
11495
11496
11497
11498
11499
11500
11501
11502
11503
11504
11505
11506
11507
11508
11509
11510
11511
11512
11513
11514
11515
11516
11517
11518
11519
11520
11521
11522
11523
11524
11525
11526
11527
11528
11529
11530
11531
11532
11533
11534
11535
11536
11537
11538
11539
11540
11541
11542
11543
11544
11545
11546
11547
11548
11549
11550
11551
11552
11553
11554
11555
11556
11557
11558
11559
11560
11561
11562
11563
11564
11565
11566
11567
11568
11569
11570
11571
11572
11573
11574
11575
11576
11577
11578
11579
11580
11581
11582
11583
11584
11585
11586
11587
11588
11589
11590
11591
11592
11593
11594
11595
11596
11597
11598
11599
11600
11601
11602
11603
11604
11605
11606
11607
11608
11609
11610
11611
11612
11613
11614
11615
11616
11617
11618
11619
11620
11621
11622
11623
11624
11625
11626
11627
11628
11629
11630
11631
11632
11633
11634
11635
11636
11637
11638
11639
11640
11641
11642
11643
11644
11645
11646
11647
11648
11649
11650
11651
11652
11653
11654
11655
11656
11657
11658
11659
11660
11661
11662
11663
11664
11665
11666
11667
11668
11669
11670
11671
11672
11673
11674
11675
11676
11677
11678
11679
11680
11681
11682
11683
11684
11685
11686
11687
11688
11689
11690
11691
11692
11693
11694
11695
11696
11697
11698
11699
11700
11701
11702
11703
11704
11705
11706
11707
11708
11709
11710
11711
11712
11713
11714
11715
11716
11717
11718
11719
11720
11721
11722
11723
11724
11725
11726
11727
11728
11729
11730
11731
11732
11733
11734
11735
11736
11737
11738
11739
11740
11741
11742
11743
11744
11745
11746
11747
11748
11749
11750
11751
11752
11753
11754
11755
11756
11757
11758
11759
11760
11761
11762
11763
11764
11765
11766
11767
11768
11769
11770
11771
11772
11773
11774
11775
11776
11777
11778
11779
11780
11781
11782
11783
11784
11785
11786
11787
11788
11789
11790
11791
11792
11793
11794
11795
11796
11797
11798
11799
11800
11801
11802
11803
11804
11805
11806
11807
11808
11809
11810
11811
11812
11813
11814
11815
11816
11817
11818
11819
11820
11821
11822
11823
11824
11825
11826
11827
11828
11829
11830
11831
11832
11833
11834
11835
11836
11837
11838
11839
11840
11841
11842
11843
11844
11845
11846
11847
11848
11849
11850
11851
11852
11853
11854
11855
11856
11857
11858
11859
11860
11861
11862
11863
11864
11865
11866
11867
11868
11869
11870
11871
11872
11873
11874
11875
11876
11877
11878
11879
11880
11881
11882
11883
11884
11885
11886
11887
11888
11889
11890
11891
11892
11893
11894
11895
11896
11897
11898
11899
11900
11901
11902
11903
11904
11905
11906
11907
11908
11909
11910
11911
11912
11913
11914
11915
11916
11917
11918
11919
11920
11921
11922
11923
11924
11925
11926
11927
11928
11929
11930
11931
11932
11933
11934
11935
11936
11937
11938
11939
11940
11941
11942
11943
11944
11945
11946
11947
11948
11949
11950
11951
11952
11953
11954
11955
11956
11957
11958
11959
11960
11961
11962
11963
11964
11965
11966
11967
11968
11969
11970
11971
11972
11973
11974
11975
11976
11977
11978
11979
11980
11981
11982
11983
11984
11985
11986
11987
11988
11989
11990
11991
11992
11993
11994
11995
11996
11997
11998
11999
12000
12001
12002
12003
12004
12005
12006
12007
12008
12009
12010
12011
12012
12013
12014
12015
12016
12017
12018
12019
12020
12021
12022
12023
12024
12025
12026
12027
12028
12029
12030
12031
12032
12033
12034
12035
12036
12037
12038
12039
12040
12041
12042
12043
12044
12045
12046
12047
12048
12049
12050
12051
12052
12053
12054
12055
12056
12057
12058
12059
12060
12061
12062
12063
12064
12065
12066
12067
12068
12069
12070
12071
12072
12073
12074
12075
12076
12077
12078
12079
12080
12081
12082
12083
12084
12085
12086
12087
12088
12089
12090
12091
12092
12093
12094
12095
12096
12097
12098
12099
12100
12101
12102
12103
12104
12105
12106
12107
12108
12109
12110
12111
12112
12113
12114
12115
12116
12117
12118
12119
12120
12121
12122
12123
12124
12125
12126
12127
12128
12129
12130
12131
12132
12133
12134
12135
12136
12137
12138
12139
12140
12141
12142
12143
12144
12145
12146
12147
12148
12149
12150
12151
12152
12153
12154
12155
12156
12157
12158
12159
12160
12161
12162
12163
12164
12165
12166
12167
12168
12169
12170
12171
12172
12173
12174
12175
12176
12177
12178
12179
12180
12181
12182
12183
12184
12185
12186
12187
12188
12189
12190
12191
12192
12193
12194
12195
12196
12197
12198
12199
12200
12201
12202
12203
12204
12205
12206
12207
12208
12209
12210
12211
12212
12213
12214
12215
12216
12217
12218
12219
12220
12221
12222
12223
12224
12225
12226
12227
12228
12229
12230
12231
12232
12233
12234
12235
12236
12237
12238
12239
12240
12241
12242
12243
12244
12245
12246
12247
12248
12249
12250
12251
12252
12253
12254
12255
12256
12257
12258
12259
12260
12261
12262
12263
12264
12265
12266
12267
12268
12269
12270
12271
12272
12273
12274
12275
12276
12277
12278
12279
12280
12281
12282
12283
12284
12285
12286
12287
12288
12289
12290
12291
12292
12293
12294
12295
12296
12297
12298
12299
12300
12301
12302
12303
12304
12305
12306
12307
12308
12309
12310
12311
12312
12313
12314
12315
12316
12317
12318
12319
12320
12321
12322
12323
12324
12325
12326
12327
12328
12329
12330
12331
12332
12333
12334
12335
12336
12337
12338
12339
12340
12341
12342
12343
12344
12345
12346
12347
12348
12349
12350
12351
12352
12353
12354
12355
12356
12357
12358
12359
12360
12361
12362
12363
12364
12365
12366
12367
12368
12369
12370
12371
12372
12373
12374
12375
12376
12377
12378
12379
12380
12381
12382
12383
12384
12385
12386
12387
12388
12389
12390
12391
12392
12393
12394
12395
12396
12397
12398
12399
12400
12401
12402
12403
12404
12405
12406
12407
12408
12409
12410
12411
12412
12413
12414
12415
12416
12417
12418
12419
12420
12421
12422
12423
12424
12425
12426
12427
12428
12429
12430
12431
12432
12433
12434
12435
12436
12437
12438
12439
12440
12441
12442
12443
12444
12445
12446
12447
12448
12449
12450
12451
12452
12453
12454
12455
12456
12457
12458
12459
12460
12461
12462
12463
12464
12465
12466
12467
12468
12469
12470
12471
12472
12473
12474
12475
12476
12477
12478
12479
12480
12481
12482
12483
12484
12485
12486
12487
12488
12489
12490
12491
12492
12493
12494
12495
12496
12497
12498
12499
12500
12501
12502
12503
12504
12505
12506
12507
12508
12509
12510
12511
12512
12513
12514
12515
12516
12517
12518
12519
12520
12521
12522
12523
12524
12525
12526
12527
12528
12529
12530
12531
12532
12533
12534
12535
12536
12537
12538
12539
12540
12541
12542
12543
12544
12545
12546
12547
12548
12549
12550
12551
12552
12553
12554
12555
12556
12557
12558
12559
12560
12561
12562
12563
12564
12565
12566
12567
12568
12569
12570
12571
12572
12573
12574
12575
12576
12577
12578
12579
12580
12581
12582
12583
12584
12585
12586
12587
12588
12589
12590
12591
12592
12593
12594
12595
12596
12597
12598
12599
12600
12601
12602
12603
12604
12605
12606
12607
12608
12609
12610
12611
12612
12613
12614
12615
12616
12617
12618
12619
12620
12621
12622
12623
12624
12625
12626
12627
12628
12629
12630
12631
12632
12633
12634
12635
12636
12637
12638
12639
12640
12641
12642
12643
12644
12645
12646
12647
12648
12649
12650
12651
12652
12653
12654
12655
12656
12657
12658
12659
12660
12661
12662
12663
12664
12665
12666
12667
12668
12669
12670
12671
12672
12673
12674
12675
12676
12677
12678
12679
12680
12681
12682
12683
12684
12685
12686
12687
12688
12689
12690
12691
12692
12693
12694
12695
12696
12697
12698
12699
12700
12701
12702
12703
12704
12705
12706
12707
12708
12709
12710
12711
12712
12713
12714
12715
12716
12717
12718
12719
12720
12721
12722
12723
12724
12725
12726
12727
12728
12729
12730
12731
12732
12733
12734
12735
12736
12737
12738
12739
12740
12741
12742
12743
12744
12745
12746
12747
12748
12749
12750
12751
12752
12753
12754
12755
12756
12757
12758
12759
12760
12761
12762
12763
12764
12765
12766
12767
12768
12769
12770
12771
12772
12773
12774
12775
12776
12777
12778
12779
12780
12781
12782
12783
12784
12785
12786
12787
12788
12789
12790
12791
12792
12793
12794
12795
12796
12797
12798
12799
12800
12801
12802
12803
12804
12805
12806
12807
12808
12809
12810
12811
12812
12813
12814
12815
12816
12817
12818
12819
12820
12821
12822
12823
12824
12825
12826
12827
12828
12829
12830
12831
12832
12833
12834
12835
12836
12837
12838
12839
12840
12841
12842
12843
12844
12845
12846
12847
12848
12849
12850
12851
12852
12853
12854
12855
12856
12857
12858
12859
12860
12861
12862
12863
12864
12865
12866
12867
12868
12869
12870
12871
12872
12873
12874
12875
12876
12877
12878
12879
12880
12881
12882
12883
12884
12885
12886
12887
12888
12889
12890
12891
12892
12893
12894
12895
12896
12897
12898
12899
12900
12901
12902
12903
12904
12905
12906
12907
12908
12909
12910
12911
12912
12913
12914
12915
12916
12917
12918
12919
12920
12921
12922
12923
12924
12925
12926
12927
12928
12929
12930
12931
12932
12933
12934
12935
12936
12937
12938
12939
12940
12941
12942
12943
12944
12945
12946
12947
12948
12949
12950
12951
12952
12953
12954
12955
12956
12957
12958
12959
12960
12961
12962
12963
12964
12965
12966
12967
12968
12969
12970
12971
12972
12973
12974
12975
12976
12977
12978
12979
12980
12981
12982
12983
12984
12985
12986
12987
12988
12989
12990
12991
12992
12993
12994
12995
12996
12997
12998
12999
13000
13001
13002
13003
13004
13005
13006
13007
13008
13009
13010
13011
13012
13013
13014
13015
13016
13017
13018
13019
13020
13021
13022
13023
13024
13025
13026
13027
13028
13029
13030
13031
13032
13033
13034
13035
13036
13037
13038
13039
13040
13041
13042
13043
13044
13045
13046
13047
13048
13049
13050
13051
13052
13053
13054
13055
13056
13057
13058
13059
13060
13061
13062
13063
13064
13065
13066
13067
13068
13069
13070
13071
13072
13073
13074
13075
13076
13077
13078
13079
13080
13081
13082
13083
13084
13085
13086
13087
13088
13089
13090
13091
13092
13093
13094
13095
13096
13097
13098
13099
13100
13101
13102
13103
13104
13105
13106
13107
13108
13109
13110
13111
13112
13113
13114
13115
13116
13117
13118
13119
13120
13121
13122
13123
13124
13125
13126
13127
13128
13129
13130
13131
13132
13133
13134
13135
13136
13137
13138
13139
13140
13141
13142
13143
13144
13145
13146
13147
13148
13149
13150
13151
13152
13153
13154
13155
13156
13157
13158
13159
13160
13161
13162
13163
13164
13165
13166
13167
13168
13169
13170
13171
13172
13173
13174
13175
13176
13177
13178
13179
13180
13181
13182
13183
13184
13185
13186
13187
13188
13189
13190
13191
13192
13193
13194
13195
13196
13197
13198
13199
13200
13201
13202
13203
13204
13205
13206
13207
13208
13209
13210
13211
13212
13213
13214
13215
13216
13217
13218
13219
13220
13221
13222
13223
13224
13225
13226
13227
13228
13229
13230
13231
13232
13233
13234
13235
13236
13237
13238
13239
13240
13241
13242
13243
13244
13245
13246
13247
13248
13249
13250
13251
13252
13253
13254
13255
13256
13257
13258
13259
13260
13261
13262
13263
13264
13265
13266
13267
13268
13269
13270
13271
13272
13273
13274
13275
13276
13277
13278
13279
13280
13281
13282
13283
13284
13285
13286
13287
13288
13289
13290
13291
13292
13293
13294
13295
13296
13297
13298
13299
13300
13301
13302
13303
13304
13305
13306
13307
13308
13309
13310
13311
13312
13313
13314
13315
13316
13317
13318
13319
13320
13321
13322
13323
13324
13325
13326
13327
13328
13329
13330
13331
13332
13333
13334
13335
13336
13337
13338
13339
13340
13341
13342
13343
13344
13345
13346
13347
13348
13349
13350
13351
13352
13353
13354
13355
13356
13357
13358
13359
13360
13361
13362
13363
13364
13365
13366
13367
13368
13369
13370
13371
13372
13373
13374
13375
13376
13377
13378
13379
13380
13381
13382
13383
13384
13385
13386
13387
13388
13389
13390
13391
13392
13393
13394
13395
13396
13397
13398
13399
13400
13401
13402
13403
13404
13405
13406
13407
13408
13409
13410
13411
13412
13413
13414
13415
13416
13417
13418
13419
13420
13421
13422
13423
13424
13425
13426
13427
13428
13429
13430
13431
13432
13433
13434
13435
13436
13437
13438
13439
13440
13441
13442
13443
13444
13445
13446
13447
13448
13449
13450
13451
13452
13453
13454
13455
13456
13457
13458
13459
13460
13461
13462
13463
13464
13465
13466
13467
13468
13469
13470
13471
13472
13473
13474
13475
13476
13477
13478
13479
13480
13481
13482
13483
13484
13485
13486
13487
13488
13489
13490
13491
13492
13493
13494
13495
13496
13497
13498
13499
13500
13501
13502
13503
13504
13505
13506
13507
13508
13509
13510
13511
13512
13513
13514
13515
13516
13517
13518
13519
13520
13521
13522
13523
13524
13525
13526
13527
13528
13529
13530
13531
13532
13533
13534
13535
13536
13537
13538
13539
13540
13541
13542
13543
13544
13545
13546
13547
13548
13549
13550
13551
13552
13553
13554
13555
13556
13557
13558
13559
13560
13561
13562
13563
13564
13565
13566
13567
13568
13569
13570
13571
13572
13573
13574
13575
13576
13577
13578
13579
13580
13581
13582
13583
13584
13585
13586
13587
13588
13589
13590
13591
13592
13593
13594
13595
13596
13597
13598
13599
13600
13601
13602
13603
13604
13605
13606
13607
13608
13609
13610
13611
13612
13613
13614
13615
13616
13617
13618
13619
13620
13621
13622
13623
13624
13625
13626
13627
13628
13629
13630
13631
13632
13633
13634
13635
13636
13637
13638
13639
13640
13641
13642
13643
13644
13645
13646
13647
13648
13649
13650
13651
13652
13653
13654
13655
13656
13657
13658
13659
13660
13661
13662
13663
13664
13665
13666
13667
13668
13669
13670
13671
13672
13673
13674
13675
13676
13677
13678
13679
13680
13681
13682
13683
13684
13685
13686
13687
13688
13689
13690
13691
13692
13693
13694
13695
13696
13697
13698
13699
13700
13701
13702
13703
13704
13705
13706
13707
13708
13709
13710
13711
13712
13713
13714
13715
13716
13717
13718
13719
13720
13721
13722
13723
13724
13725
13726
13727
13728
13729
13730
13731
13732
13733
13734
13735
13736
13737
13738
13739
13740
13741
13742
13743
13744
13745
13746
13747
13748
13749
13750
13751
13752
13753
13754
13755
13756
13757
13758
13759
13760
13761
13762
13763
13764
13765
13766
13767
13768
13769
13770
13771
13772
13773
13774
13775
13776
13777
13778
13779
13780
13781
13782
13783
13784
13785
13786
13787
13788
13789
13790
13791
13792
13793
13794
13795
13796
13797
13798
13799
13800
13801
13802
13803
13804
13805
13806
13807
13808
13809
13810
13811
13812
13813
13814
13815
13816
13817
13818
13819
13820
13821
13822
13823
13824
13825
13826
13827
13828
13829
13830
13831
13832
13833
13834
13835
13836
13837
13838
13839
13840
13841
13842
13843
13844
13845
13846
13847
13848
13849
13850
13851
13852
13853
13854
13855
13856
13857
13858
13859
13860
13861
13862
13863
13864
13865
13866
13867
13868
13869
13870
13871
13872
13873
13874
13875
13876
13877
13878
13879
13880
13881
13882
13883
13884
13885
13886
13887
13888
13889
13890
13891
13892
13893
13894
13895
13896
13897
13898
13899
13900
13901
13902
13903
13904
13905
13906
13907
13908
13909
13910
13911
13912
13913
13914
13915
13916
13917
13918
13919
13920
13921
13922
13923
13924
13925
13926
13927
13928
13929
13930
13931
13932
13933
13934
13935
13936
13937
13938
13939
13940
13941
13942
13943
13944
13945
13946
13947
13948
13949
13950
13951
13952
13953
13954
13955
13956
13957
13958
13959
13960
13961
13962
13963
13964
13965
13966
13967
13968
13969
13970
13971
13972
13973
13974
13975
13976
13977
13978
13979
13980
13981
13982
13983
13984
13985
13986
13987
13988
13989
13990
13991
13992
13993
13994
13995
13996
13997
13998
13999
14000
14001
14002
14003
14004
14005
14006
14007
14008
14009
14010
14011
14012
14013
14014
14015
14016
14017
14018
14019
14020
14021
14022
14023
14024
14025
14026
14027
14028
14029
14030
14031
14032
14033
14034
14035
14036
14037
14038
14039
14040
14041
14042
14043
14044
14045
14046
14047
14048
14049
14050
14051
14052
14053
14054
14055
14056
14057
14058
14059
14060
14061
14062
14063
14064
14065
14066
14067
14068
14069
14070
14071
14072
14073
14074
14075
14076
14077
14078
14079
14080
14081
14082
14083
14084
14085
14086
14087
14088
14089
14090
14091
14092
14093
14094
14095
14096
14097
14098
14099
14100
14101
14102
14103
14104
14105
14106
14107
14108
14109
14110
14111
14112
14113
14114
14115
14116
14117
14118
14119
14120
14121
14122
14123
14124
14125
14126
14127
14128
14129
14130
14131
14132
14133
14134
14135
14136
14137
14138
14139
14140
14141
14142
14143
14144
14145
14146
14147
14148
14149
14150
14151
14152
14153
14154
14155
14156
14157
14158
14159
14160
14161
14162
14163
14164
14165
14166
14167
14168
14169
14170
14171
14172
14173
14174
14175
14176
14177
14178
14179
14180
14181
14182
14183
14184
14185
14186
14187
14188
14189
14190
14191
14192
14193
14194
14195
14196
14197
14198
14199
14200
14201
14202
14203
14204
14205
14206
14207
14208
14209
14210
14211
14212
14213
14214
14215
14216
14217
14218
14219
14220
14221
14222
14223
14224
14225
14226
14227
14228
14229
14230
14231
14232
14233
14234
14235
14236
14237
14238
14239
14240
14241
14242
14243
14244
14245
14246
14247
14248
14249
14250
14251
14252
14253
14254
14255
14256
14257
14258
14259
14260
14261
14262
14263
14264
14265
14266
14267
14268
14269
14270
14271
14272
14273
14274
14275
14276
14277
14278
14279
14280
14281
14282
14283
14284
14285
14286
14287
14288
14289
14290
14291
14292
14293
14294
14295
14296
14297
14298
14299
14300
14301
14302
14303
14304
14305
14306
14307
14308
14309
14310
14311
14312
14313
14314
14315
14316
14317
14318
14319
14320
14321
14322
14323
14324
14325
14326
14327
14328
14329
14330
14331
14332
14333
14334
14335
14336
14337
14338
14339
14340
14341
14342
14343
14344
14345
14346
14347
14348
14349
14350
14351
14352
14353
14354
14355
14356
14357
14358
14359
14360
14361
14362
14363
14364
14365
14366
14367
14368
14369
14370
14371
14372
14373
14374
14375
14376
14377
14378
14379
14380
14381
14382
14383
14384
14385
14386
14387
14388
14389
14390
14391
14392
14393
14394
14395
14396
14397
14398
14399
14400
14401
14402
14403
14404
14405
14406
14407
14408
14409
14410
14411
14412
14413
14414
14415
14416
14417
14418
14419
14420
14421
14422
14423
14424
14425
14426
14427
14428
14429
14430
14431
14432
14433
14434
14435
14436
14437
14438
14439
14440
14441
14442
14443
14444
14445
14446
14447
14448
14449
14450
14451
14452
14453
14454
14455
14456
14457
14458
14459
14460
14461
14462
14463
14464
14465
14466
14467
14468
14469
14470
14471
14472
14473
14474
14475
14476
14477
14478
14479
14480
14481
14482
14483
14484
14485
14486
14487
14488
14489
14490
14491
14492
14493
14494
14495
14496
14497
14498
14499
14500
14501
14502
14503
14504
14505
14506
14507
14508
14509
14510
14511
14512
14513
14514
14515
14516
14517
14518
14519
14520
14521
14522
14523
14524
14525
14526
14527
14528
14529
14530
14531
14532
14533
14534
14535
14536
14537
14538
14539
14540
14541
14542
14543
14544
14545
14546
14547
14548
14549
14550
14551
14552
14553
14554
14555
14556
14557
14558
14559
14560
14561
14562
14563
14564
14565
14566
14567
14568
14569
14570
14571
14572
14573
14574
14575
14576
14577
14578
14579
14580
14581
14582
14583
14584
14585
14586
14587
14588
14589
14590
14591
14592
14593
14594
14595
14596
14597
14598
14599
14600
14601
14602
14603
14604
14605
14606
14607
14608
14609
14610
14611
14612
14613
14614
14615
14616
14617
14618
14619
14620
14621
14622
14623
14624
14625
14626
14627
14628
14629
14630
14631
14632
14633
14634
14635
14636
14637
14638
14639
14640
14641
14642
14643
14644
14645
14646
14647
14648
14649
14650
14651
14652
14653
14654
14655
14656
14657
14658
14659
14660
14661
14662
14663
14664
14665
14666
14667
14668
14669
14670
14671
14672
14673
14674
14675
14676
14677
14678
14679
14680
14681
14682
14683
14684
14685
14686
14687
14688
14689
14690
14691
14692
14693
14694
14695
14696
14697
14698
14699
14700
14701
14702
14703
14704
14705
14706
14707
14708
14709
14710
14711
14712
14713
14714
14715
14716
14717
14718
14719
14720
14721
14722
14723
14724
14725
14726
14727
14728
14729
14730
14731
14732
14733
14734
14735
14736
14737
14738
14739
14740
14741
14742
14743
14744
14745
14746
14747
14748
14749
14750
14751
14752
14753
14754
14755
14756
14757
14758
14759
14760
14761
14762
14763
14764
14765
14766
14767
14768
14769
14770
14771
14772
14773
14774
14775
14776
14777
14778
14779
14780
14781
14782
14783
14784
14785
14786
14787
14788
14789
14790
14791
14792
14793
14794
14795
14796
14797
14798
14799
14800
14801
14802
14803
14804
14805
14806
14807
14808
14809
14810
14811
14812
14813
14814
14815
14816
14817
14818
14819
14820
14821
14822
14823
14824
14825
14826
14827
14828
14829
14830
14831
14832
14833
14834
14835
14836
14837
14838
14839
14840
14841
14842
14843
14844
14845
14846
14847
14848
14849
14850
14851
14852
14853
14854
14855
14856
14857
14858
14859
14860
14861
14862
14863
14864
14865
14866
14867
14868
14869
14870
14871
14872
14873
14874
14875
14876
14877
14878
14879
14880
14881
14882
14883
14884
14885
14886
14887
14888
14889
14890
14891
14892
14893
14894
14895
14896
14897
14898
14899
14900
14901
14902
14903
14904
14905
14906
14907
14908
14909
14910
14911
14912
14913
14914
14915
14916
14917
14918
14919
14920
14921
14922
14923
14924
14925
14926
14927
14928
14929
14930
14931
14932
14933
14934
14935
14936
14937
14938
14939
14940
14941
14942
14943
14944
14945
14946
14947
14948
14949
14950
14951
14952
14953
14954
14955
14956
14957
14958
14959
14960
14961
14962
14963
14964
14965
14966
14967
14968
14969
14970
14971
14972
14973
14974
14975
14976
14977
14978
14979
14980
14981
14982
14983
14984
14985
14986
14987
14988
14989
14990
14991
14992
14993
14994
14995
14996
14997
14998
14999
15000
15001
15002
15003
15004
15005
15006
15007
15008
15009
15010
15011
15012
15013
15014
15015
15016
15017
15018
15019
15020
15021
15022
15023
15024
15025
15026
15027
15028
15029
15030
15031
15032
15033
15034
15035
15036
15037
15038
15039
15040
15041
15042
15043
15044
15045
15046
15047
15048
15049
15050
15051
15052
15053
15054
15055
15056
15057
15058
15059
15060
15061
15062
15063
15064
15065
15066
15067
15068
15069
15070
15071
15072
15073
15074
15075
15076
15077
15078
15079
15080
15081
15082
15083
15084
15085
15086
15087
15088
15089
15090
15091
15092
15093
15094
15095
15096
15097
15098
15099
15100
15101
15102
15103
15104
15105
15106
15107
15108
15109
15110
15111
15112
15113
15114
15115
15116
15117
15118
15119
15120
15121
15122
15123
15124
15125
15126
15127
15128
15129
15130
15131
15132
15133
15134
15135
15136
15137
15138
15139
15140
15141
15142
15143
15144
15145
15146
15147
15148
15149
15150
15151
15152
15153
15154
15155
15156
15157
15158
15159
15160
15161
15162
15163
15164
15165
15166
15167
15168
15169
15170
15171
15172
15173
15174
15175
15176
15177
15178
15179
15180
15181
15182
15183
15184
15185
15186
15187
15188
15189
15190
15191
15192
15193
15194
15195
15196
15197
15198
15199
15200
15201
15202
15203
15204
15205
15206
15207
15208
15209
15210
15211
15212
15213
15214
15215
15216
15217
15218
15219
15220
15221
15222
15223
15224
15225
15226
15227
15228
15229
15230
15231
15232
15233
15234
15235
15236
15237
15238
15239
15240
15241
15242
15243
15244
15245
15246
15247
15248
15249
15250
15251
15252
15253
15254
15255
15256
15257
15258
15259
15260
15261
15262
15263
15264
15265
15266
15267
15268
15269
15270
15271
15272
15273
15274
15275
15276
15277
15278
15279
15280
15281
15282
15283
15284
15285
15286
15287
15288
15289
15290
15291
15292
15293
15294
15295
15296
15297
15298
15299
15300
15301
15302
15303
15304
15305
15306
15307
15308
15309
15310
15311
15312
15313
15314
15315
15316
15317
15318
15319
15320
15321
15322
15323
15324
15325
15326
15327
15328
15329
15330
15331
15332
15333
15334
15335
15336
15337
15338
15339
15340
15341
15342
15343
15344
15345
15346
15347
15348
15349
15350
15351
15352
15353
15354
15355
15356
15357
15358
15359
15360
15361
15362
15363
15364
15365
15366
15367
15368
15369
15370
15371
15372
15373
15374
15375
15376
15377
15378
15379
15380
15381
15382
15383
15384
15385
15386
15387
15388
15389
15390
15391
15392
15393
15394
15395
15396
15397
15398
15399
15400
15401
15402
15403
15404
15405
15406
15407
15408
15409
15410
15411
15412
15413
15414
15415
15416
15417
15418
15419
15420
15421
15422
15423
15424
15425
15426
15427
15428
15429
15430
15431
15432
15433
15434
15435
15436
15437
15438
15439
15440
15441
15442
15443
15444
15445
15446
15447
15448
15449
15450
15451
15452
15453
15454
15455
15456
15457
15458
15459
15460
15461
15462
15463
15464
15465
15466
15467
15468
15469
15470
15471
15472
15473
15474
15475
15476
15477
15478
15479
15480
15481
15482
15483
15484
15485
15486
15487
15488
15489
15490
15491
15492
15493
15494
15495
15496
15497
15498
15499
15500
15501
15502
15503
15504
15505
15506
15507
15508
15509
15510
15511
15512
15513
15514
15515
15516
15517
15518
15519
15520
15521
15522
15523
15524
15525
15526
15527
15528
15529
15530
15531
15532
15533
15534
15535
15536
15537
15538
15539
15540
15541
15542
15543
15544
15545
15546
15547
15548
15549
15550
15551
15552
15553
15554
15555
15556
15557
15558
15559
15560
15561
15562
15563
15564
15565
15566
15567
15568
15569
15570
15571
15572
15573
15574
15575
15576
15577
15578
15579
15580
15581
15582
15583
15584
15585
15586
15587
15588
15589
15590
15591
15592
15593
15594
15595
15596
15597
15598
15599
15600
15601
15602
15603
15604
15605
15606
15607
15608
15609
15610
15611
15612
15613
15614
15615
15616
15617
15618
15619
15620
15621
15622
15623
15624
15625
15626
15627
15628
15629
15630
15631
15632
15633
15634
15635
15636
15637
15638
15639
15640
15641
15642
15643
15644
15645
15646
15647
15648
15649
15650
15651
15652
15653
15654
15655
15656
15657
15658
15659
15660
15661
15662
15663
15664
15665
15666
15667
15668
15669
15670
15671
15672
15673
15674
15675
15676
15677
15678
15679
15680
15681
15682
15683
15684
15685
15686
15687
15688
15689
15690
15691
15692
15693
15694
15695
15696
15697
15698
15699
15700
15701
15702
15703
15704
15705
15706
15707
15708
15709
15710
15711
15712
15713
15714
15715
15716
15717
15718
15719
15720
15721
15722
15723
15724
15725
15726
15727
15728
15729
15730
15731
15732
15733
15734
15735
15736
15737
15738
15739
15740
15741
15742
15743
15744
15745
15746
15747
15748
15749
15750
15751
15752
15753
15754
15755
15756
15757
15758
15759
15760
15761
15762
15763
15764
15765
15766
15767
15768
15769
15770
15771
15772
15773
15774
15775
15776
15777
15778
15779
15780
15781
15782
15783
15784
15785
15786
15787
15788
15789
15790
15791
15792
15793
15794
15795
15796
15797
15798
15799
15800
15801
15802
15803
15804
15805
15806
15807
15808
15809
15810
15811
15812
15813
15814
15815
15816
15817
15818
15819
15820
15821
15822
15823
15824
15825
15826
15827
15828
15829
15830
15831
15832
15833
15834
15835
15836
15837
15838
15839
15840
15841
15842
15843
15844
15845
15846
15847
15848
15849
15850
15851
15852
15853
15854
15855
15856
15857
15858
15859
15860
15861
15862
15863
15864
15865
15866
15867
15868
15869
15870
15871
15872
15873
15874
15875
15876
15877
15878
15879
15880
15881
15882
15883
15884
15885
15886
15887
15888
15889
15890
15891
15892
15893
15894
15895
15896
15897
15898
15899
15900
15901
15902
15903
15904
15905
15906
15907
15908
15909
15910
15911
15912
15913
15914
15915
15916
15917
15918
15919
15920
15921
15922
15923
15924
15925
15926
15927
15928
15929
15930
15931
15932
15933
15934
15935
15936
15937
15938
15939
15940
15941
15942
15943
15944
15945
15946
15947
15948
15949
15950
15951
15952
15953
15954
15955
15956
15957
15958
15959
15960
15961
15962
15963
15964
15965
15966
15967
15968
15969
15970
15971
15972
15973
15974
15975
15976
15977
15978
15979
15980
15981
15982
15983
15984
15985
15986
15987
15988
15989
15990
15991
15992
15993
15994
15995
15996
15997
15998
15999
16000
16001
16002
16003
16004
16005
16006
16007
16008
16009
16010
16011
16012
16013
16014
16015
16016
16017
16018
16019
16020
16021
16022
16023
16024
16025
16026
16027
16028
16029
16030
16031
16032
16033
16034
16035
16036
16037
16038
16039
16040
16041
16042
16043
16044
16045
16046
16047
16048
16049
16050
16051
16052
16053
16054
16055
16056
16057
16058
16059
16060
16061
16062
16063
16064
16065
16066
16067
16068
16069
16070
16071
16072
16073
16074
16075
16076
16077
16078
16079
16080
16081
16082
16083
16084
16085
16086
16087
16088
16089
16090
16091
16092
16093
16094
16095
16096
16097
16098
16099
16100
16101
16102
16103
16104
16105
16106
16107
16108
16109
16110
16111
16112
16113
16114
16115
16116
16117
16118
16119
16120
16121
16122
16123
16124
16125
16126
16127
16128
16129
16130
16131
16132
16133
16134
16135
16136
16137
16138
16139
16140
16141
16142
16143
16144
16145
16146
16147
16148
16149
16150
16151
16152
16153
16154
16155
16156
16157
16158
16159
16160
16161
16162
16163
16164
16165
16166
16167
16168
16169
16170
16171
16172
16173
16174
16175
16176
16177
16178
16179
16180
16181
16182
16183
16184
16185
16186
16187
16188
16189
16190
16191
16192
16193
16194
16195
16196
16197
16198
16199
16200
16201
16202
16203
16204
16205
16206
16207
16208
16209
16210
16211
16212
16213
16214
16215
16216
16217
16218
16219
16220
16221
16222
16223
16224
16225
16226
16227
16228
16229
16230
16231
16232
16233
16234
16235
16236
16237
16238
16239
16240
16241
16242
16243
16244
16245
16246
16247
16248
16249
16250
16251
16252
16253
16254
16255
16256
16257
16258
16259
16260
16261
16262
16263
16264
16265
16266
16267
16268
16269
16270
16271
16272
16273
16274
16275
16276
16277
16278
16279
16280
16281
16282
16283
16284
16285
16286
16287
16288
16289
16290
16291
16292
16293
16294
16295
16296
16297
16298
16299
16300
16301
16302
16303
16304
16305
16306
16307
16308
16309
16310
16311
16312
16313
16314
16315
16316
16317
16318
16319
16320
16321
16322
16323
16324
16325
16326
16327
16328
16329
16330
16331
16332
16333
16334
16335
16336
16337
16338
16339
16340
16341
16342
16343
16344
16345
16346
16347
16348
16349
16350
16351
16352
16353
16354
16355
16356
16357
16358
16359
16360
16361
16362
16363
16364
16365
16366
16367
16368
16369
16370
16371
16372
16373
16374
16375
16376
16377
16378
16379
16380
16381
16382
16383
16384
16385
16386
16387
16388
16389
16390
16391
16392
16393
16394
16395
16396
16397
16398
16399
16400
16401
16402
16403
16404
16405
16406
16407
16408
16409
16410
16411
16412
16413
16414
16415
16416
16417
16418
16419
16420
16421
16422
16423
16424
16425
16426
16427
16428
16429
16430
16431
16432
16433
16434
16435
16436
16437
16438
16439
16440
16441
16442
16443
16444
16445
16446
16447
16448
16449
16450
16451
16452
16453
16454
16455
16456
16457
16458
16459
16460
16461
16462
16463
16464
16465
16466
16467
16468
16469
16470
16471
16472
16473
16474
16475
16476
16477
16478
16479
16480
16481
16482
16483
16484
16485
16486
16487
16488
16489
16490
16491
16492
16493
16494
16495
16496
16497
16498
16499
16500
16501
16502
16503
16504
16505
16506
16507
16508
16509
16510
16511
16512
16513
16514
16515
16516
16517
16518
16519
16520
16521
16522
16523
16524
16525
16526
16527
16528
16529
16530
16531
16532
16533
16534
16535
16536
16537
16538
16539
16540
16541
16542
16543
16544
16545
16546
16547
16548
16549
16550
16551
16552
16553
16554
16555
16556
16557
16558
16559
16560
16561
16562
16563
16564
16565
16566
16567
16568
16569
16570
16571
16572
16573
16574
16575
16576
16577
16578
16579
16580
16581
16582
16583
16584
16585
16586
16587
16588
16589
16590
16591
16592
16593
16594
16595
16596
16597
16598
16599
16600
16601
16602
16603
16604
16605
16606
16607
16608
16609
16610
16611
16612
16613
16614
16615
16616
16617
16618
16619
16620
16621
16622
16623
16624
16625
16626
16627
16628
16629
16630
16631
16632
16633
16634
16635
16636
16637
16638
16639
16640
16641
16642
16643
16644
16645
16646
16647
16648
16649
16650
16651
16652
16653
16654
16655
16656
16657
16658
16659
16660
16661
16662
16663
16664
16665
16666
16667
16668
16669
16670
16671
16672
16673
16674
16675
16676
16677
16678
16679
16680
16681
16682
16683
16684
16685
16686
16687
16688
16689
16690
16691
16692
16693
16694
16695
16696
16697
16698
16699
16700
16701
16702
16703
16704
16705
16706
16707
16708
16709
16710
16711
16712
16713
16714
16715
16716
16717
16718
16719
16720
16721
16722
16723
16724
16725
16726
16727
16728
16729
16730
16731
16732
16733
16734
16735
16736
16737
16738
16739
16740
16741
16742
16743
16744
16745
16746
16747
16748
16749
16750
16751
16752
16753
16754
16755
16756
16757
16758
16759
16760
16761
16762
16763
16764
16765
16766
16767
16768
16769
16770
16771
16772
16773
16774
16775
16776
16777
16778
16779
16780
16781
16782
16783
16784
16785
16786
16787
16788
16789
16790
16791
16792
16793
16794
16795
16796
16797
16798
16799
16800
16801
16802
16803
16804
16805
16806
16807
16808
16809
16810
16811
16812
16813
16814
16815
16816
16817
16818
16819
16820
16821
16822
16823
16824
16825
16826
16827
16828
16829
16830
16831
16832
16833
16834
16835
16836
16837
16838
16839
16840
16841
16842
16843
16844
16845
16846
16847
16848
16849
16850
16851
16852
16853
16854
16855
16856
16857
16858
16859
16860
16861
16862
16863
16864
16865
16866
16867
16868
16869
16870
16871
16872
16873
16874
16875
16876
16877
16878
16879
16880
16881
16882
16883
16884
16885
16886
16887
16888
16889
16890
16891
16892
16893
16894
16895
16896
16897
16898
16899
16900
16901
16902
16903
16904
16905
16906
16907
16908
16909
16910
16911
16912
16913
16914
16915
16916
16917
16918
16919
16920
16921
16922
16923
16924
16925
16926
16927
16928
16929
16930
16931
16932
16933
16934
16935
16936
16937
16938
16939
16940
16941
16942
16943
16944
16945
16946
16947
16948
16949
16950
16951
16952
16953
16954
16955
16956
16957
16958
16959
16960
16961
16962
16963
16964
16965
16966
16967
16968
16969
16970
16971
16972
16973
16974
16975
16976
16977
16978
16979
16980
16981
16982
16983
16984
16985
16986
16987
16988
16989
16990
16991
16992
16993
16994
16995
16996
16997
16998
16999
17000
17001
17002
17003
17004
17005
17006
17007
17008
17009
17010
17011
17012
17013
17014
17015
17016
17017
17018
17019
17020
17021
17022
17023
17024
17025
17026
17027
17028
17029
17030
17031
17032
17033
17034
17035
17036
17037
17038
17039
17040
17041
17042
17043
17044
17045
17046
17047
17048
17049
17050
17051
17052
17053
17054
17055
17056
17057
17058
17059
17060
17061
17062
17063
17064
17065
17066
17067
17068
17069
17070
17071
17072
17073
17074
17075
17076
17077
17078
17079
17080
17081
17082
17083
17084
17085
17086
17087
17088
17089
17090
17091
17092
17093
17094
17095
17096
17097
17098
17099
17100
17101
17102
17103
17104
17105
17106
17107
17108
17109
17110
17111
17112
17113
17114
17115
17116
17117
17118
17119
17120
17121
17122
17123
17124
17125
17126
17127
17128
17129
17130
17131
17132
17133
17134
17135
17136
17137
17138
17139
17140
17141
17142
17143
17144
17145
17146
17147
17148
17149
17150
17151
17152
17153
17154
17155
17156
17157
17158
17159
17160
17161
17162
17163
17164
17165
17166
17167
17168
17169
17170
17171
17172
17173
17174
17175
17176
17177
17178
17179
17180
17181
17182
17183
17184
17185
17186
17187
17188
17189
17190
17191
17192
17193
17194
17195
17196
17197
17198
17199
17200
17201
17202
17203
17204
17205
17206
17207
17208
17209
17210
17211
17212
17213
17214
17215
17216
17217
17218
17219
17220
17221
17222
17223
17224
17225
17226
17227
17228
17229
17230
17231
17232
17233
17234
17235
17236
17237
17238
17239
17240
17241
17242
17243
17244
17245
17246
17247
17248
17249
17250
17251
17252
17253
17254
17255
17256
17257
17258
17259
17260
17261
17262
17263
17264
17265
17266
17267
17268
17269
17270
17271
17272
17273
17274
17275
17276
17277
17278
17279
17280
17281
17282
17283
17284
17285
17286
17287
17288
17289
17290
17291
17292
17293
17294
17295
17296
17297
17298
17299
17300
17301
17302
17303
17304
17305
17306
17307
17308
17309
17310
17311
17312
17313
17314
17315
17316
17317
17318
17319
17320
17321
17322
17323
17324
17325
17326
17327
17328
17329
17330
17331
17332
17333
17334
17335
17336
17337
17338
17339
17340
17341
17342
17343
17344
17345
17346
17347
17348
17349
17350
17351
17352
17353
17354
17355
17356
17357
17358
17359
17360
17361
17362
17363
17364
17365
17366
17367
17368
17369
17370
17371
17372
17373
17374
17375
17376
17377
17378
17379
17380
17381
17382
17383
17384
17385
17386
17387
17388
17389
17390
17391
17392
17393
17394
17395
17396
17397
17398
17399
17400
17401
17402
17403
17404
17405
17406
17407
17408
17409
17410
17411
17412
17413
17414
17415
17416
17417
17418
17419
17420
17421
17422
17423
17424
17425
17426
17427
17428
17429
17430
17431
17432
17433
17434
17435
17436
17437
17438
17439
17440
17441
17442
17443
17444
17445
17446
17447
17448
17449
17450
17451
17452
17453
17454
17455
17456
17457
17458
17459
17460
17461
17462
17463
17464
17465
17466
17467
17468
17469
17470
17471
17472
17473
17474
17475
17476
17477
17478
17479
17480
17481
17482
17483
17484
17485
17486
17487
17488
17489
17490
17491
17492
17493
17494
17495
17496
17497
17498
17499
17500
17501
17502
17503
17504
17505
17506
17507
17508
17509
17510
17511
17512
17513
17514
17515
17516
17517
17518
17519
17520
17521
17522
17523
17524
17525
17526
17527
17528
17529
17530
17531
17532
17533
17534
17535
17536
17537
17538
17539
17540
17541
17542
17543
17544
17545
17546
17547
17548
17549
17550
17551
17552
17553
17554
17555
17556
17557
17558
17559
17560
17561
17562
17563
17564
17565
17566
17567
17568
17569
17570
17571
17572
17573
17574
17575
17576
17577
17578
17579
17580
17581
17582
17583
17584
17585
17586
17587
17588
17589
17590
17591
17592
17593
17594
17595
17596
17597
17598
17599
17600
17601
17602
17603
17604
17605
17606
17607
17608
17609
17610
17611
17612
17613
17614
17615
17616
17617
17618
17619
17620
17621
17622
17623
17624
17625
17626
17627
17628
17629
17630
17631
17632
17633
17634
17635
17636
17637
17638
17639
17640
17641
17642
17643
17644
17645
17646
17647
17648
17649
17650
17651
17652
17653
17654
17655
17656
17657
17658
17659
17660
17661
17662
17663
17664
17665
17666
17667
17668
17669
17670
17671
17672
17673
17674
17675
17676
17677
17678
17679
17680
17681
17682
17683
17684
17685
17686
17687
17688
17689
17690
17691
17692
17693
17694
17695
17696
17697
17698
17699
17700
17701
17702
17703
17704
17705
17706
17707
17708
17709
17710
17711
17712
17713
17714
17715
17716
17717
17718
17719
17720
17721
17722
17723
17724
17725
17726
17727
17728
17729
17730
17731
17732
17733
17734
17735
17736
17737
17738
17739
17740
17741
17742
17743
17744
17745
17746
17747
17748
17749
17750
17751
17752
17753
17754
17755
17756
17757
17758
17759
17760
17761
17762
17763
17764
17765
17766
17767
17768
17769
17770
17771
17772
17773
17774
17775
17776
17777
17778
17779
17780
17781
17782
17783
17784
17785
17786
17787
17788
17789
17790
17791
17792
17793
17794
17795
17796
17797
17798
17799
17800
17801
17802
17803
17804
17805
17806
17807
17808
17809
17810
17811
17812
17813
17814
17815
17816
17817
17818
17819
17820
17821
17822
17823
17824
17825
17826
17827
17828
17829
17830
17831
17832
17833
17834
17835
17836
17837
17838
17839
17840
17841
17842
17843
17844
17845
17846
17847
17848
17849
17850
17851
17852
17853
17854
17855
17856
17857
17858
17859
17860
17861
17862
17863
17864
17865
17866
17867
17868
17869
17870
17871
17872
17873
17874
17875
17876
17877
17878
17879
17880
17881
17882
17883
17884
17885
17886
17887
17888
17889
17890
17891
17892
17893
17894
17895
17896
17897
17898
17899
17900
17901
17902
17903
17904
17905
17906
17907
17908
17909
17910
17911
17912
17913
17914
17915
17916
17917
17918
17919
17920
17921
17922
17923
17924
17925
17926
17927
17928
17929
17930
17931
17932
17933
17934
17935
17936
17937
17938
17939
17940
17941
17942
17943
17944
17945
17946
17947
17948
17949
17950
17951
17952
17953
17954
17955
17956
17957
17958
17959
17960
17961
17962
17963
17964
17965
17966
17967
17968
17969
17970
17971
17972
17973
17974
17975
17976
17977
17978
17979
17980
17981
17982
17983
17984
17985
17986
17987
17988
17989
17990
17991
17992
17993
17994
17995
17996
17997
17998
17999
18000
18001
18002
18003
18004
18005
18006
18007
18008
18009
18010
18011
18012
18013
18014
18015
18016
18017
18018
18019
18020
18021
18022
18023
18024
18025
18026
18027
18028
18029
18030
18031
18032
18033
18034
18035
18036
18037
18038
18039
18040
18041
18042
18043
18044
18045
18046
18047
18048
18049
18050
18051
18052
18053
18054
18055
18056
18057
18058
18059
18060
18061
18062
18063
18064
18065
18066
18067
18068
18069
18070
18071
18072
18073
18074
18075
18076
18077
18078
18079
18080
18081
18082
18083
18084
18085
18086
18087
18088
18089
18090
18091
18092
18093
18094
18095
18096
18097
18098
18099
18100
18101
18102
18103
18104
18105
18106
18107
18108
18109
18110
18111
18112
18113
18114
18115
18116
18117
18118
18119
18120
18121
18122
18123
18124
18125
18126
18127
18128
18129
18130
18131
18132
18133
18134
18135
18136
18137
18138
18139
18140
18141
18142
18143
18144
18145
18146
18147
18148
18149
18150
18151
18152
18153
18154
18155
18156
18157
18158
18159
18160
18161
18162
18163
18164
18165
18166
18167
18168
18169
18170
18171
18172
18173
18174
18175
18176
18177
18178
18179
18180
18181
18182
18183
18184
18185
18186
18187
18188
18189
18190
18191
18192
18193
18194
18195
18196
18197
18198
18199
18200
18201
18202
18203
18204
18205
18206
18207
18208
18209
18210
18211
18212
18213
18214
18215
18216
18217
18218
18219
18220
18221
18222
18223
18224
18225
18226
18227
18228
18229
18230
18231
18232
18233
18234
18235
18236
18237
18238
18239
18240
18241
18242
18243
18244
18245
18246
18247
18248
18249
18250
18251
18252
18253
18254
18255
18256
18257
18258
18259
18260
18261
18262
18263
18264
18265
18266
18267
18268
18269
18270
18271
18272
18273
18274
18275
18276
18277
18278
18279
18280
18281
18282
18283
18284
18285
18286
18287
18288
18289
18290
18291
18292
18293
18294
18295
18296
18297
18298
18299
18300
18301
18302
18303
18304
18305
18306
18307
18308
18309
18310
18311
18312
18313
18314
18315
18316
18317
18318
18319
18320
18321
18322
18323
18324
18325
18326
18327
18328
18329
18330
18331
18332
18333
18334
18335
18336
18337
18338
18339
18340
18341
18342
18343
18344
18345
18346
18347
18348
18349
18350
18351
18352
18353
18354
18355
18356
18357
18358
18359
18360
18361
18362
18363
18364
18365
18366
18367
18368
18369
18370
18371
18372
18373
18374
18375
18376
18377
18378
18379
18380
18381
18382
18383
18384
18385
18386
18387
18388
18389
18390
18391
18392
18393
18394
18395
18396
18397
18398
18399
18400
18401
18402
18403
18404
18405
18406
18407
18408
18409
18410
18411
18412
18413
18414
18415
18416
18417
18418
18419
18420
18421
18422
18423
18424
18425
18426
18427
18428
18429
18430
18431
18432
18433
18434
18435
18436
18437
18438
18439
18440
18441
18442
18443
18444
18445
18446
18447
18448
18449
18450
18451
18452
18453
18454
18455
18456
18457
18458
18459
18460
18461
18462
18463
18464
18465
18466
18467
18468
18469
18470
18471
18472
18473
18474
18475
18476
18477
18478
18479
18480
18481
18482
18483
18484
18485
18486
18487
18488
18489
18490
18491
18492
18493
18494
18495
18496
18497
18498
18499
18500
18501
18502
18503
18504
18505
18506
18507
18508
18509
18510
18511
18512
18513
18514
18515
18516
18517
18518
18519
18520
18521
18522
18523
18524
18525
18526
18527
18528
18529
18530
18531
18532
18533
18534
18535
18536
18537
18538
18539
18540
18541
18542
18543
18544
18545
18546
18547
18548
18549
18550
18551
18552
18553
18554
18555
18556
18557
18558
18559
18560
18561
18562
18563
18564
18565
18566
18567
18568
18569
18570
18571
18572
18573
18574
18575
18576
18577
18578
18579
18580
18581
18582
18583
18584
18585
18586
18587
18588
18589
18590
18591
18592
18593
18594
18595
18596
18597
18598
18599
18600
18601
18602
18603
18604
18605
18606
18607
18608
18609
18610
18611
18612
18613
18614
18615
18616
18617
18618
18619
18620
18621
18622
18623
18624
18625
18626
18627
18628
18629
18630
18631
18632
18633
18634
18635
18636
18637
18638
18639
18640
18641
18642
18643
18644
18645
18646
18647
18648
18649
18650
18651
18652
18653
18654
18655
18656
18657
18658
18659
18660
18661
18662
18663
18664
18665
18666
18667
18668
18669
18670
18671
18672
18673
18674
18675
18676
18677
18678
18679
18680
18681
18682
18683
18684
18685
18686
18687
18688
18689
18690
18691
18692
18693
18694
18695
18696
18697
18698
18699
18700
18701
18702
18703
18704
18705
18706
18707
18708
18709
18710
18711
18712
18713
18714
18715
18716
18717
18718
18719
18720
18721
18722
18723
18724
18725
18726
18727
18728
18729
18730
18731
18732
18733
18734
18735
18736
18737
18738
18739
18740
18741
18742
18743
18744
18745
18746
18747
18748
18749
18750
18751
18752
18753
18754
18755
18756
18757
18758
18759
18760
18761
18762
18763
18764
18765
18766
18767
18768
18769
18770
18771
18772
18773
18774
18775
18776
18777
18778
18779
18780
18781
18782
18783
18784
18785
18786
18787
18788
18789
18790
18791
18792
18793
18794
18795
18796
18797
18798
18799
18800
18801
18802
18803
18804
18805
18806
18807
18808
18809
18810
18811
18812
18813
18814
18815
18816
18817
18818
18819
18820
18821
18822
18823
18824
18825
18826
18827
18828
18829
18830
18831
18832
18833
18834
18835
18836
18837
18838
18839
18840
18841
18842
18843
18844
18845
18846
18847
18848
18849
18850
18851
18852
18853
18854
18855
18856
18857
18858
18859
18860
18861
18862
18863
18864
18865
18866
18867
18868
18869
18870
18871
18872
18873
18874
18875
18876
18877
18878
18879
18880
18881
18882
18883
18884
18885
18886
18887
18888
18889
18890
18891
18892
18893
18894
18895
18896
18897
18898
18899
18900
18901
18902
18903
18904
18905
18906
18907
18908
18909
18910
18911
18912
18913
18914
18915
18916
18917
18918
18919
18920
18921
18922
18923
18924
18925
18926
18927
18928
18929
18930
18931
18932
18933
18934
18935
18936
18937
18938
18939
18940
18941
18942
18943
18944
18945
18946
18947
18948
18949
18950
18951
18952
18953
18954
18955
18956
18957
18958
18959
18960
18961
18962
18963
18964
18965
18966
18967
18968
18969
18970
18971
18972
18973
18974
18975
18976
18977
18978
18979
18980
18981
18982
18983
18984
18985
18986
18987
18988
18989
18990
18991
18992
18993
18994
18995
18996
18997
18998
18999
19000
19001
19002
19003
19004
19005
19006
19007
19008
19009
19010
19011
19012
19013
19014
19015
19016
19017
19018
19019
19020
19021
19022
19023
19024
19025
19026
19027
19028
19029
19030
19031
19032
19033
19034
19035
19036
19037
19038
19039
19040
19041
19042
19043
19044
19045
19046
19047
19048
19049
19050
19051
19052
19053
19054
19055
19056
19057
19058
19059
19060
19061
19062
19063
19064
19065
19066
19067
19068
19069
19070
19071
19072
19073
19074
19075
19076
19077
19078
19079
19080
19081
19082
19083
19084
19085
19086
19087
19088
19089
19090
19091
19092
19093
19094
19095
19096
19097
19098
19099
19100
19101
19102
19103
19104
19105
19106
19107
19108
19109
19110
19111
19112
19113
19114
19115
19116
19117
19118
19119
19120
19121
19122
19123
19124
19125
19126
19127
19128
19129
19130
19131
19132
19133
19134
19135
19136
19137
19138
19139
19140
19141
19142
19143
19144
19145
19146
19147
19148
19149
19150
19151
19152
19153
19154
19155
19156
19157
19158
19159
19160
19161
19162
19163
19164
19165
19166
19167
19168
19169
19170
19171
19172
19173
19174
19175
19176
19177
19178
19179
19180
19181
19182
19183
19184
19185
19186
19187
19188
19189
19190
19191
19192
19193
19194
19195
19196
19197
19198
19199
19200
19201
19202
19203
19204
19205
19206
19207
19208
19209
19210
19211
19212
19213
19214
19215
19216
19217
19218
19219
19220
19221
19222
19223
19224
19225
19226
19227
19228
19229
19230
19231
19232
19233
19234
19235
19236
19237
19238
19239
19240
19241
19242
19243
19244
19245
19246
19247
19248
19249
19250
19251
19252
19253
19254
19255
19256
19257
19258
19259
19260
19261
19262
19263
19264
19265
19266
19267
19268
19269
19270
19271
19272
19273
19274
19275
19276
19277
19278
19279
19280
19281
19282
19283
19284
19285
19286
19287
19288
19289
19290
19291
19292
19293
19294
19295
19296
19297
19298
19299
19300
19301
19302
19303
19304
19305
19306
19307
19308
19309
19310
19311
19312
19313
19314
19315
19316
19317
19318
19319
19320
19321
19322
19323
19324
19325
19326
19327
19328
19329
19330
19331
19332
19333
19334
19335
19336
19337
19338
19339
19340
19341
19342
19343
19344
19345
19346
19347
19348
19349
19350
19351
19352
19353
19354
19355
19356
19357
19358
19359
19360
19361
19362
19363
19364
19365
19366
19367
19368
19369
19370
19371
19372
19373
19374
19375
19376
19377
19378
19379
19380
19381
19382
19383
19384
19385
19386
19387
19388
19389
19390
19391
19392
19393
19394
19395
19396
19397
19398
19399
19400
19401
19402
19403
19404
19405
19406
19407
19408
19409
19410
19411
19412
19413
19414
19415
19416
19417
19418
19419
19420
19421
19422
19423
19424
19425
19426
19427
19428
19429
19430
19431
19432
19433
19434
19435
19436
19437
19438
19439
19440
19441
19442
19443
19444
19445
19446
19447
19448
19449
19450
19451
19452
19453
19454
19455
19456
19457
19458
19459
19460
19461
19462
19463
19464
19465
19466
19467
19468
19469
19470
19471
19472
19473
19474
19475
19476
19477
19478
19479
19480
19481
19482
19483
19484
19485
19486
19487
19488
19489
19490
19491
19492
19493
19494
19495
19496
19497
19498
19499
19500
19501
19502
19503
19504
19505
19506
19507
19508
19509
19510
19511
19512
19513
19514
19515
19516
19517
19518
19519
19520
19521
19522
19523
19524
19525
19526
19527
19528
19529
19530
19531
19532
19533
19534
19535
19536
19537
19538
19539
19540
19541
19542
19543
19544
19545
19546
19547
19548
19549
19550
19551
19552
19553
19554
19555
19556
19557
19558
19559
19560
19561
19562
19563
19564
19565
19566
19567
19568
19569
19570
19571
19572
19573
19574
19575
19576
19577
19578
19579
19580
19581
19582
19583
19584
19585
19586
19587
19588
19589
19590
19591
19592
19593
19594
19595
19596
19597
19598
19599
19600
19601
19602
19603
19604
19605
19606
19607
19608
19609
19610
19611
19612
19613
19614
19615
19616
19617
19618
19619
19620
19621
19622
19623
19624
19625
19626
19627
19628
19629
19630
19631
19632
19633
19634
19635
19636
19637
19638
19639
19640
19641
19642
19643
19644
19645
19646
19647
19648
19649
19650
19651
19652
19653
19654
19655
19656
19657
19658
19659
19660
19661
19662
19663
19664
19665
19666
19667
19668
19669
19670
19671
19672
19673
19674
19675
19676
19677
19678
19679
19680
19681
19682
19683
19684
19685
19686
19687
19688
19689
19690
19691
<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<title>Shack-HartmannWavefrontSensor</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>

<style type="text/css">
    /*!
*
* Twitter Bootstrap
*
*/
/*!
 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
 */
/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
  line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    color: #000 !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
    text-decoration: underline;
  }
  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
  }
  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
  }
  thead {
    display: table-header-group;
  }
  tr,
  img {
    page-break-inside: avoid;
  }
  img {
    max-width: 100% !important;
  }
  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
  }
  h2,
  h3 {
    page-break-after: avoid;
  }
  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
  }
  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
  }
  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
  }
}
@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
  content: "\e029";
}
.glyphicon-repeat:before {
  content: "\e030";
}
.glyphicon-refresh:before {
  content: "\e031";
}
.glyphicon-list-alt:before {
  content: "\e032";
}
.glyphicon-lock:before {
  content: "\e033";
}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
  content: "\e035";
}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
  content: "\e039";
}
.glyphicon-barcode:before {
  content: "\e040";
}
.glyphicon-tag:before {
  content: "\e041";
}
.glyphicon-tags:before {
  content: "\e042";
}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
  content: "\e044";
}
.glyphicon-print:before {
  content: "\e045";
}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
  content: "\e047";
}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
  content: "\e049";
}
.glyphicon-text-height:before {
  content: "\e050";
}
.glyphicon-text-width:before {
  content: "\e051";
}
.glyphicon-align-left:before {
  content: "\e052";
}
.glyphicon-align-center:before {
  content: "\e053";
}
.glyphicon-align-right:before {
  content: "\e054";
}
.glyphicon-align-justify:before {
  content: "\e055";
}
.glyphicon-list:before {
  content: "\e056";
}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
  content: "\e062";
}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
  content: "\e064";
}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
  content: "\e167";
}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
  content: "\e185";
}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
  content: "\e188";
}
.glyphicon-sound-stereo:before {
  content: "\e189";
}
.glyphicon-sound-dolby:before {
  content: "\e190";
}
.glyphicon-sound-5-1:before {
  content: "\e191";
}
.glyphicon-sound-6-1:before {
  content: "\e192";
}
.glyphicon-sound-7-1:before {
  content: "\e193";
}
.glyphicon-copyright-mark:before {
  content: "\e194";
}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
  content: "\e200";
}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
  content: "\e202";
}
.glyphicon-open-file:before {
  content: "\e203";
}
.glyphicon-level-up:before {
  content: "\e204";
}
.glyphicon-copy:before {
  content: "\e205";
}
.glyphicon-paste:before {
  content: "\e206";
}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.glyphicon-bed:before {
  content: "\e219";
}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.2.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.2.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.2.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.2.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.2.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.2.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=1);
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2);
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=3);
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1);
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1);
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

    Firefox 28.0+
    Chrome 29.0+
    Internet Explorer 11+ 
    Opera 17.0+

Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
.hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
.vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
}
.box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
}
.box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
}
div.error {
  margin: 2em;
  text-align: center;
}
div.error > h1 {
  font-size: 500%;
  line-height: normal;
}
div.error > p {
  font-size: 200%;
  line-height: normal;
}
div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
}
body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
}
body > #header #header-container {
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
}
@media print {
  body > #header {
    display: none !important;
  }
}
#header-spacer {
  width: 100%;
  visibility: hidden;
}
@media print {
  #header-spacer {
    display: none;
  }
}
#ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
}
@media (max-width: 991px) {
  #ipython_notebook {
    margin-left: 10px;
  }
}
[dir="rtl"] #ipython_notebook {
  float: right !important;
}
#noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
}
#ipython_notebook img {
  height: 28px;
}
#site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
}
@media print {
  #site {
    height: auto !important;
  }
}
/* Smaller buttons */
.ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
}
input.ui-button {
  padding: 0.3em 0.9em;
}
span#login_widget {
  float: right;
}
span#login_widget > .button,
#logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
  color: #fff;
  background-color: #333;
}
.nav-header {
  text-transform: none;
}
#header > span {
  margin-top: 10px;
}
.modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
}
@media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
}
@media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
}
/*!
*
* IPython auth
*
*/
.center-nav {
  display: inline-block;
  margin-bottom: -4px;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
  background-color: none;
  display: inline;
}
.alternate_upload.form {
  padding: 0;
  margin: 0;
}
.alternate_upload input.fileinput {
  text-align: center;
  vertical-align: middle;
  display: inline;
  opacity: 0;
  z-index: 2;
  width: 12ex;
  margin-right: -12ex;
}
.alternate_upload .btn-upload {
  height: 22px;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
[dir="rtl"] #tabs li {
  float: right;
}
ul#tabs {
  margin-bottom: 4px;
}
[dir="rtl"] ul#tabs {
  margin-right: 0px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
  text-decoration: none;
}
ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
}
ul.breadcrumb span {
  color: #5e5e5e;
}
.list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
}
.list_toolbar .tree-buttons {
  padding-top: 1px;
}
[dir="rtl"] .list_toolbar .tree-buttons {
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-right {
  padding-top: 1px;
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-left {
  float: right !important;
}
.dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
}
.list_toolbar [class*="span"] {
  min-height: 24px;
}
.list_header {
  font-weight: bold;
  background-color: #EEE;
}
.list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
}
.list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #ddd;
}
.list_item a {
  text-decoration: none;
}
.list_item:hover {
  background-color: #fafafa;
}
.list_header > div,
.list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
.list_header > div input,
.list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: baseline;
  line-height: 22px;
  position: relative;
  top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
}
.new-file input[type=checkbox] {
  visibility: hidden;
}
.item_name {
  line-height: 22px;
  height: 24px;
}
.item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
}
.item_buttons {
  line-height: 1em;
  margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
  float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
  margin-left: 5px;
}
.item_buttons .btn {
  min-width: 13ex;
}
.item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
}
.item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
}
.toolbar_info {
  height: 24px;
  line-height: 24px;
}
.list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
}
.highlight_text {
  color: blue;
}
#project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
}
#project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
}
#tree-selector {
  padding-right: 0px;
}
[dir="rtl"] #tree-selector a {
  float: right;
}
#button-select-all {
  min-width: 50px;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
}
.menu_icon {
  margin-right: 2px;
}
.tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
}
.folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
}
.folder_icon:before.pull-left {
  margin-right: .3em;
}
.folder_icon:before.pull-right {
  margin-left: .3em;
}
.notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
}
.notebook_icon:before.pull-left {
  margin-right: .3em;
}
.notebook_icon:before.pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
}
.running_notebook_icon:before.pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
  margin-left: .3em;
}
.file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
}
.file_icon:before.pull-left {
  margin-right: .3em;
}
.file_icon:before.pull-right {
  margin-left: .3em;
}
#notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
}
ul#new-menu {
  left: auto;
  right: 0;
}
[dir="rtl"] #new-menu {
  text-align: right;
}
.kernel-menu-icon {
  padding-right: 12px;
  width: 24px;
  content: "\f096";
}
.kernel-menu-icon:before {
  content: "\f096";
}
.kernel-menu-icon-current:before {
  content: "\f00c";
}
#tab_content {
  padding-top: 20px;
}
#running .panel-group .panel {
  margin-top: 3px;
  margin-bottom: 1em;
}
#running .panel-group .panel .panel-heading {
  background-color: #EEE;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
  text-decoration: none;
}
#running .panel-group .panel .panel-body {
  padding: 0px;
}
#running .panel-group .panel .panel-body .list_container {
  margin-top: 0px;
  margin-bottom: 0px;
  border: 0px;
  border-radius: 0px;
}
#running .panel-group .panel .panel-body .list_container .list_item {
  border-bottom: 1px solid #ddd;
}
#running .panel-group .panel .panel-body .list_container .list_item:last-child {
  border-bottom: 0px;
}
[dir="rtl"] #running .col-sm-8 {
  float: right !important;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-button {
  display: none;
}
.shutdown-button {
  display: none;
}
.dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
  padding: 0px 5px;
}
.selected-keymap i.fa:before {
  content: "\f00c";
}
#mode-menu {
  overflow: auto;
  max-height: 20em;
}
.edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
}
.dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator.pull-left {
  margin-right: .3em;
}
.dirty-indicator.pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-dirty.pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-clean.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
}
.dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
}
#filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
}
#current-mode {
  padding-left: 5px;
  padding-right: 5px;
}
#texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
}
@media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI colors. */
.ansibold {
  font-weight: bold;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
  color: black;
}
.ansired {
  color: darkred;
}
.ansigreen {
  color: darkgreen;
}
.ansiyellow {
  color: #c4a000;
}
.ansiblue {
  color: darkblue;
}
.ansipurple {
  color: darkviolet;
}
.ansicyan {
  color: steelblue;
}
.ansigray {
  color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
  background-color: black;
}
.ansibgred {
  background-color: red;
}
.ansibggreen {
  background-color: green;
}
.ansibgyellow {
  background-color: yellow;
}
.ansibgblue {
  background-color: blue;
}
.ansibgpurple {
  background-color: magenta;
}
.ansibgcyan {
  background-color: cyan;
}
.ansibggray {
  background-color: gray;
}
div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  border-left-width: 1px;
  padding-left: 5px;
  background: linear-gradient(to right, transparent -40px, transparent 1px, transparent 1px, transparent 100%);
}
div.cell.jupyter-soft-selected {
  border-left-color: #90CAF9;
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
}
@media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
}
div.cell.selected {
  border-color: #ababab;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 5px, transparent 5px, transparent 100%);
}
@media print {
  div.cell.selected {
    border-color: transparent;
  }
}
div.cell.selected.jupyter-soft-selected {
  border-left-width: 0;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 7px, #E3F2FD 7px, #E3F2FD 100%);
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #66BB6A -40px, #66BB6A 5px, transparent 5px, transparent 100%);
}
@media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
}
.prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
}
@media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
}
div.inner_cell {
  min-width: 0;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
}
div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
}
@media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
}
div.code_cell {
  /* avoid page breaking on code cells when printing */
}
@media print {
  div.code_cell {
    page-break-inside: avoid;
  }
}
/* any special styling for code cells that are currently running goes here */
div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
}
div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
}
div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
.CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
}
.CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  padding: 0.4em;
}
.CodeMirror-linenumber {
  padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. We need the 0 value because of how we size */
  /* .CodeMirror-lines */
  padding: 0;
  border: 0;
  border-radius: 0;
}
/*

Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
Adapted from GitHub theme

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul {
  list-style: disc;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ul ul {
  list-style: square;
  margin: 0em 2em;
}
.rendered_html ul ul ul {
  list-style: circle;
  margin: 0em 2em;
}
.rendered_html ol {
  list-style: decimal;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
  margin: 0em 2em;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  background-color: #fff;
  color: #000;
  font-size: 100%;
  padding: 0px;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: 1px solid black;
  border-collapse: collapse;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  border: 1px solid black;
  border-collapse: collapse;
  margin: 1em 2em;
}
.rendered_html td,
.rendered_html th {
  text-align: left;
  vertical-align: middle;
  padding: 4px;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget {
  float: right !important;
  float: right;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  margin-top: 6px;
}
span.save_widget span.filename {
  height: 1em;
  line-height: 1em;
  padding: 3px;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  display: none;
}
.command-shortcut:before {
  content: "(command)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>
<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.ansi-black-fg { color: #3E424D; }
.ansi-black-bg { background-color: #3E424D; }
.ansi-black-intense-fg { color: #282C36; }
.ansi-black-intense-bg { background-color: #282C36; }
.ansi-red-fg { color: #E75C58; }
.ansi-red-bg { background-color: #E75C58; }
.ansi-red-intense-fg { color: #B22B31; }
.ansi-red-intense-bg { background-color: #B22B31; }
.ansi-green-fg { color: #00A250; }
.ansi-green-bg { background-color: #00A250; }
.ansi-green-intense-fg { color: #007427; }
.ansi-green-intense-bg { background-color: #007427; }
.ansi-yellow-fg { color: #DDB62B; }
.ansi-yellow-bg { background-color: #DDB62B; }
.ansi-yellow-intense-fg { color: #B27D12; }
.ansi-yellow-intense-bg { background-color: #B27D12; }
.ansi-blue-fg { color: #208FFB; }
.ansi-blue-bg { background-color: #208FFB; }
.ansi-blue-intense-fg { color: #0065CA; }
.ansi-blue-intense-bg { background-color: #0065CA; }
.ansi-magenta-fg { color: #D160C4; }
.ansi-magenta-bg { background-color: #D160C4; }
.ansi-magenta-intense-fg { color: #A03196; }
.ansi-magenta-intense-bg { background-color: #A03196; }
.ansi-cyan-fg { color: #60C6C8; }
.ansi-cyan-bg { background-color: #60C6C8; }
.ansi-cyan-intense-fg { color: #258F8F; }
.ansi-cyan-intense-bg { background-color: #258F8F; }
.ansi-white-fg { color: #C5C1B4; }
.ansi-white-bg { background-color: #C5C1B4; }
.ansi-white-intense-fg { color: #A1A6B2; }
.ansi-white-intense-bg { background-color: #A1A6B2; }

.ansi-bold { font-weight: bold; }

    </style>


<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
  overflow: visible;
  padding: 8px;
}

div#notebook {
  overflow: visible;
  border-top: none;
}

@media print {
  div.cell {
    display: block;
    page-break-inside: avoid;
  } 
  div.output_wrapper { 
    display: block;
    page-break-inside: avoid; 
  }
  div.output { 
    display: block;
    page-break-inside: avoid; 
  }
}
</style>

<!-- Custom stylesheet, it must be in the same directory as the html file -->
<link rel="stylesheet" href="custom.css">

<!-- Loading mathjax macro -->
<!-- Load mathjax -->
    <script src="https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_HTML"></script>
    <!-- MathJax configuration -->
    <script type="text/x-mathjax-config">
    MathJax.Hub.Config({
        tex2jax: {
            inlineMath: [ ['$','$'], ["\\(","\\)"] ],
            displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
            processEscapes: true,
            processEnvironments: true
        },
        // Center justify equations in code and markdown cells. Elsewhere
        // we use CSS to left justify single line equations in code cells.
        displayAlign: 'center',
        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
    <!-- End of mathjax configuration --></head>
<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h1 id="Shack-Hartmann-Wavefront-Sensor">Shack-Hartmann Wavefront Sensor<a class="anchor-link" href="#Shack-Hartmann-Wavefront-Sensor">&#182;</a></h1>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[1]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="kn">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">ceo</span>
<span class="o">%</span><span class="k">pylab</span> inline
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">
<div class="prompt"></div>

<div class="output_subarea output_stream output_stdout output_text">
<pre>Populating the interactive namespace from numpy and matplotlib
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>A $N_L\times N_L$ Shack-Hartmann wavefront sensor (WFS) on a $D$ diameter telescope is going to be modeled with $n_P\times n_P$ pixels per lenslet on the detector.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[2]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">nLenslet</span> <span class="o">=</span> <span class="mi">60</span>
<span class="n">D</span> <span class="o">=</span> <span class="mf">25.5</span>
<span class="n">n</span> <span class="o">=</span> <span class="mi">6</span>
<span class="n">nPx</span> <span class="o">=</span> <span class="n">n</span><span class="o">*</span><span class="n">nLenslet</span><span class="o">+</span><span class="mi">1</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>A arbitrary number of guide stars (GS) can be used by one WFS model, the assumption beeing that all the GS uses exactly the same WFS.
Here the GS are randomly distributed in a 10arcmin diameter field of regard.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[3]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">nGS</span> <span class="o">=</span> <span class="mi">1</span>
<span class="n">zen</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">uniform</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="n">nGS</span><span class="p">)</span><span class="o">*</span><span class="mi">5</span><span class="o">*</span><span class="n">math</span><span class="o">.</span><span class="n">pi</span><span class="o">/</span><span class="mi">180</span><span class="o">/</span><span class="mi">60</span>
<span class="n">azi</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">uniform</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">2</span><span class="o">*</span><span class="n">math</span><span class="o">.</span><span class="n">pi</span><span class="p">,</span><span class="n">nGS</span><span class="p">)</span>
<span class="n">gs</span> <span class="o">=</span> <span class="n">ceo</span><span class="o">.</span><span class="n">Source</span><span class="p">(</span><span class="s2">&quot;K&quot;</span><span class="p">,</span><span class="n">zenith</span><span class="o">=</span><span class="n">zen</span><span class="p">,</span><span class="n">azimuth</span><span class="o">=</span><span class="n">azi</span><span class="p">,</span><span class="n">height</span><span class="o">=</span><span class="nb">float</span><span class="p">(</span><span class="s2">&quot;inf&quot;</span><span class="p">),</span><span class="n">resolution</span><span class="o">=</span><span class="p">(</span><span class="n">nPx</span><span class="p">,</span><span class="n">nPx</span><span class="p">))</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Next the telescope pupil mask is defined and applied to the GSs.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[4]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">tel</span> <span class="o">=</span> <span class="n">ceo</span><span class="o">.</span><span class="n">GMT</span><span class="p">(</span><span class="n">nPx</span><span class="p">,</span><span class="n">D</span><span class="p">)</span>
<span class="c1">#tel = ceo.Telescope(nPx)</span>
<span class="c1">#tel = ceo.Mask(nPx)</span>
<span class="n">gs</span><span class="o">.</span><span class="n">masked</span><span class="p">(</span><span class="n">tel</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[5]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">imshow</span><span class="p">(</span><span class="n">tel</span><span class="o">.</span><span class="n">f</span><span class="o">.</span><span class="n">host</span><span class="p">(</span><span class="n">shape</span><span class="o">=</span><span class="p">(</span><span class="n">nPx</span><span class="p">,</span><span class="n">nPx</span><span class="p">)),</span><span class="n">interpolation</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">
<div class="prompt output_prompt">Out[5]:</div>



<div class="output_text output_subarea output_execute_result">
<pre>&lt;matplotlib.image.AxesImage at 0x2b3538e4a990&gt;</pre>
</div>

</div>

<div class="output_area">
<div class="prompt"></div>



<div class="output_png output_subarea ">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAQUAAAD8CAYAAAB+fLH0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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=
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>The shack-Hartmann WFS is defined with the <code>shackHartmann</code> class.
The mandatory parameters of the class constructor are:</p>
<ul>
<li>the lenslet array size $N_L$,</li>
<li>the number of pixel per lenslet in the pupil plane $n_P$ with pixels on the lenslet edges, meaning that the wavefront of the corresponding GSs must be sampled with $(N_L n_P+1) \times (N_L n_P+1)$ pixels,</li>
<li><p>the lenslet pitch $d$.</p>
<p>By default, the WFS imagelets are Nyquist sampled meaning that the default value of the discrete Fourier transform over-sampling factor is set to 2, i.e. $\alpha\equiv$ <code>DFT_osf=2</code>.
The size of each imagelet is then  $\alpha n_P \times \alpha n_P$.</p>
<p>The detector framelet sizes are <code>N_PX_IMAGE</code>$\times $ <code>N_PX_IMAGE</code> pixels each with the default value <code>N_PX_IMAGE</code> $=n_P$.
If the imagelets are larger, they are cropped to the specified size, if they are smaller, the framelets are padded with zeros.</p>
<p>Finally the framelets can be binned down by a factor $\beta\equiv$ <code>BIN_IMAGE</code> leading to a final framelet size of $${N_I\over\beta}\times{N_I\over\beta}$$ with $N_I\equiv$ <code>N_PX_IMAGE</code>.
The default value of <code>BIN_IMAGE</code> is 1.</p>
<p>The pixel scale is given by: 
$${\beta\lambda \over \alpha d}$$ 
and the lenslet field-of-view is 
$$N_I{\lambda\over \alpha d}$$ 
with $\lambda$ the wavelength.</p>
<p>If more than on GS is assigned to the WFS, the parameter <code>N_GS</code> needs to be set.</p>
</li>
</ul>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[6]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">wfs</span> <span class="o">=</span> <span class="n">ceo</span><span class="o">.</span><span class="n">ShackHartmann</span><span class="p">(</span><span class="n">nLenslet</span><span class="p">,</span> <span class="n">n</span><span class="p">,</span> <span class="n">D</span><span class="o">/</span><span class="n">nLenslet</span><span class="p">,</span><span class="n">N_PX_IMAGE</span><span class="o">=</span><span class="n">n</span><span class="p">,</span><span class="n">N_GS</span> <span class="o">=</span> <span class="n">nGS</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>The WFS reference slopes and valid lenslets are set with the <code>calibrate</code> method passing a <code>Source</code> object which wavefront sets the reference slopes and the lenslet intensity threshold used to discard the lenset with too litle illumination.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[7]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">wfs</span><span class="o">.</span><span class="n">calibrate</span><span class="p">(</span><span class="n">gs</span><span class="p">,</span><span class="mf">0.5</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>The source wavefront can now be analyzed with respect to the former calibration.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[8]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">wfs</span><span class="o">.</span><span class="n">analyze</span><span class="p">(</span><span class="n">gs</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>The detector frame is saved in the <code>cuFloatArray</code> object <code>frame</code>.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[9]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">wfs</span><span class="o">.</span><span class="n">frame</span><span class="o">.</span><span class="n">host</span><span class="p">()</span><span class="o">.</span><span class="n">shape</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">
<div class="prompt output_prompt">Out[9]:</div>



<div class="output_text output_subarea output_execute_result">
<pre>(360, 360)</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[10]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">12</span><span class="p">))</span>
<span class="n">imshow</span><span class="p">(</span><span class="n">wfs</span><span class="o">.</span><span class="n">frame</span><span class="o">.</span><span class="n">host</span><span class="p">()</span><span class="o">.</span><span class="n">transpose</span><span class="p">(),</span><span class="n">interpolation</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">
<div class="prompt output_prompt">Out[10]:</div>



<div class="output_text output_subarea output_execute_result">
<pre>&lt;matplotlib.image.AxesImage at 0x2b3538f42b90&gt;</pre>
</div>

</div>

<div class="output_area">
<div class="prompt"></div>



<div class="output_png output_subarea ">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAArgAAAKvCAYAAACBE7wMAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[11]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="k">print</span> <span class="n">wfs</span><span class="o">.</span><span class="n">frame</span><span class="o">.</span><span class="n">host</span><span class="p">()</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">
<div class="prompt"></div>

<div class="output_subarea output_stream output_stdout output_text">
<pre>[[ 0.  0.  0. ...,  0.  0.  0.]
 [ 0.  0.  0. ...,  0.  0.  0.]
 [ 0.  0.  0. ...,  0.  0.  0.]
 ..., 
 [ 0.  0.  0. ...,  0.  0.  0.]
 [ 0.  0.  0. ...,  0.  0.  0.]
 [ 0.  0.  0. ...,  0.  0.  0.]]
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>A <code>Atmosphere</code> object is defined next and the GSs are propagated through:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[12]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">atm</span> <span class="o">=</span><span class="n">ceo</span><span class="o">.</span><span class="n">GmtAtmosphere</span><span class="p">(</span><span class="mf">15e-2</span><span class="p">,</span><span class="mi">30</span><span class="p">)</span>
<span class="n">p</span> <span class="o">=</span> <span class="n">D</span><span class="o">/</span><span class="n">nPx</span>
<span class="n">atm</span><span class="o">.</span><span class="n">get_phase_screen</span><span class="p">(</span><span class="n">gs</span><span class="p">,</span>  <span class="n">p</span><span class="p">,</span> <span class="n">nPx</span><span class="p">,</span> <span class="n">p</span><span class="p">,</span> <span class="n">nPx</span><span class="p">,</span> <span class="mf">0.0</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[13]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">12</span><span class="p">))</span>
<span class="n">imshow</span><span class="p">(</span><span class="n">gs</span><span class="o">.</span><span class="n">phase</span><span class="o">.</span><span class="n">host</span><span class="p">(</span><span class="n">units</span><span class="o">=</span><span class="s1">&#39;micron&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">transpose</span><span class="p">(),</span><span class="n">interpolation</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
<span class="n">colorbar</span><span class="p">()</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">
<div class="prompt output_prompt">Out[13]:</div>



<div class="output_text output_subarea output_execute_result">
<pre>&lt;matplotlib.colorbar.Colorbar at 0x2b35396bf4d0&gt;</pre>
</div>

</div>

<div class="output_area">
<div class="prompt"></div>



<div class="output_png output_subarea ">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAApcAAAKhCAYAAAAFT4UhAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>The WFS detector need to be reset before proceeding with a new wavefront analysis.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[14]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">wfs</span><span class="o">.</span><span class="n">reset</span><span class="p">()</span>
<span class="n">wfs</span><span class="o">.</span><span class="n">analyze</span><span class="p">(</span><span class="n">gs</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[15]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">12</span><span class="p">))</span>
<span class="n">imshow</span><span class="p">(</span><span class="n">wfs</span><span class="o">.</span><span class="n">frame</span><span class="o">.</span><span class="n">host</span><span class="p">()</span><span class="o">.</span><span class="n">transpose</span><span class="p">(),</span><span class="n">interpolation</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">
<div class="prompt output_prompt">Out[15]:</div>



<div class="output_text output_subarea output_execute_result">
<pre>&lt;matplotlib.image.AxesImage at 0x2b35397d4d50&gt;</pre>
</div>

</div>

<div class="output_area">
<div class="prompt"></div>



<div class="output_png output_subarea ">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAArgAAAKvCAYAAACBE7wMAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>The WFS centroids are accessible through the <code>cuFloatArray</code> object <code>c</code>.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[16]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">12</span><span class="p">))</span>
<span class="n">imshow</span><span class="p">(</span><span class="n">wfs</span><span class="o">.</span><span class="n">c</span><span class="o">.</span><span class="n">host</span><span class="p">(</span><span class="n">units</span><span class="o">=</span><span class="s1">&#39;arcsec&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="n">nLenslet</span><span class="o">*</span><span class="n">nGS</span>
                            <span class="p">,</span><span class="n">nLenslet</span><span class="p">)</span><span class="o">.</span><span class="n">transpose</span><span class="p">(),</span><span class="n">interpolation</span><span class="o">=</span><span class="s1">&#39;none&#39;</span><span class="p">)</span>
<span class="n">colorbar</span><span class="p">()</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">
<div class="prompt output_prompt">Out[16]:</div>



<div class="output_text output_subarea output_execute_result">
<pre>&lt;matplotlib.colorbar.Colorbar at 0x2b353a2110d0&gt;</pre>
</div>

</div>

<div class="output_area">
<div class="prompt"></div>



<div class="output_png output_subarea ">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAApsAAAKhCAYAAAAfc2WvAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[17]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span> 
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[17]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span> 
</pre></div>

</div>
</div>
</div>

</div>
    </div>
  </div>
</body>

 


</html>