Loss functions for multi-task learning
Author(s): Hilburn, K.
Year: 2021
Type of Publication: Presentation
Convention: CIRA ML Core Meeting
Conference Location: Fort Collins/Virtual
Conference Date: 14-Apr-2021
CI Lead Author(s): x
5310534
Cooperative Institute for Research in the Atmosphere CIRA
| Date Time MST |
Temp °F |
RH % |
DewPt °F |
Wind mph |
Dir ° |
Gust mph |
Dir ° |
Press in Hg |
Solar W/m^2 |
Prec in |
|---|---|---|---|---|---|---|---|---|---|---|
| 2026-04-16 14:45 | 70.7 | 12.6 | 16.8 | 10.1 | 119 | 14.2 | 140 | 24.512 | 193.0 | 0.00 |
| 2026-04-16 14:40 | 71.4 | 12.5 | 17.2 | 9.7 | 139 | 14.6 | 142 | 24.517 | 363.3 | 0.00 |
| 2026-04-16 14:35 | 71.3 | 12.6 | 17.1 | 10.2 | 139 | 14.6 | 134 | 24.520 | 398.4 | 0.00 |
| 2026-04-16 14:30 | 71.3 | 12.7 | 17.4 | 10.1 | 123 | 15.5 | 138 | 24.520 | 417.7 | 0.00 |
| 2026-04-16 14:25 | 70.7 | 13.1 | 17.6 | 8.2 | 131 | 12.5 | 167 | 24.523 | 280.7 | 0.00 |
| 2026-04-16 14:20 | 70.7 | 13.0 | 17.5 | 9.5 | 154 | 12.9 | 146 | 24.529 | 326.8 | 0.00 |
| 2026-04-16 14:15 | 70.7 | 13.1 | 17.6 | 7.7 | 126 | 11.2 | 140 | 24.530 | 274.1 | 0.00 |
| 2026-04-16 14:10 | 70.2 | 13.4 | 17.7 | 9.3 | 126 | 12.5 | 144 | 24.534 | 309.1 | 0.00 |
| 2026-04-16 14:05 | 70.2 | 13.1 | 17.3 | 9.3 | 147 | 13.2 | 161 | 24.534 | 241.0 | 0.00 |
| 2026-04-16 14:00 | 70.0 | 13.1 | 17.1 | 5.2 | 136 | 8.2 | 155 | 24.537 | 216.6 | 0.00 |
| 2026-04-16 13:55 | 70.0 | 13.2 | 17.2 | 7.5 | 190 | 12.5 | 155 | 24.541 | 269.0 | 0.00 |
| 2026-04-16 13:50 | 70.4 | 13.2 | 17.6 | 6.8 | 164 | 11.4 | 102 | 24.543 | 213.0 | 0.00 |
| 2026-04-16 13:45 | 70.4 | 13.4 | 18.0 | 6.6 | 119 | 12.8 | 148 | 24.542 | 202.6 | 0.00 |
| 2026-04-16 13:40 | 71.0 | 13.1 | 17.8 | 9.8 | 142 | 14.9 | 134 | 24.546 | 429.3 | 0.00 |
| 2026-04-16 13:35 | 71.0 | 13.2 | 18.0 | 8.2 | 101 | 13.8 | 130 | 24.549 | 350.6 | 0.00 |
| 2026-04-16 13:30 | 70.7 | 13.0 | 17.5 | 6.9 | 60 | 11.0 | 106 | 24.551 | 413.9 | 0.00 |
| 2026-04-16 13:25 | 70.3 | 13.2 | 17.5 | 8.7 | 90 | 13.5 | 86 | 24.553 | 412.4 | 0.00 |
| 2026-04-16 13:20 | 69.6 | 13.1 | 16.8 | 9.5 | 145 | 13.4 | 127 | 24.558 | 398.7 | 0.00 |
| 2026-04-16 13:15 | 69.6 | 13.4 | 17.3 | 8.2 | 101 | 15.3 | 94 | 24.562 | 338.7 | 0.00 |
| 2026-04-16 13:10 | 70.0 | 13.3 | 17.4 | 7.6 | 123 | 12.0 | 98 | 24.564 | 334.2 | 0.00 |
| 2026-04-16 13:05 | 70.2 | 13.1 | 17.3 | 8.6 | 150 | 13.3 | 149 | 24.564 | 331.9 | 0.00 |
| 2026-04-16 13:00 | 70.4 | 13.1 | 17.4 | 7.7 | 130 | 11.3 | 141 | 24.564 | 355.7 | 0.00 |
| 2026-04-16 12:55 | 69.9 | 13.5 | 17.7 | 6.4 | 131 | 9.7 | 130 | 24.565 | 440.9 | 0.00 |
| 2026-04-16 12:50 | 69.8 | 13.4 | 17.5 | 8.0 | 119 | 11.6 | 144 | 24.567 | 354.7 | 0.00 |
| 2026-04-16 12:45 | 69.4 | 13.1 | 16.5 | 8.3 | 148 | 12.1 | 142 | 24.571 | 362.6 | 0.00 |
| 2026-04-16 12:40 | 69.2 | 13.5 | 17.1 | 5.8 | 103 | 7.9 | 131 | 24.574 | 304.3 | 0.00 |
| 2026-04-16 12:35 | 69.2 | 13.4 | 16.9 | 4.7 | 116 | 8.5 | 148 | 24.579 | 285.8 | 0.00 |
| 2026-04-16 12:30 | 69.2 | 13.0 | 16.3 | 6.9 | 139 | 10.0 | 174 | 24.580 | 305.7 | 0.00 |
| 2026-04-16 12:25 | 69.1 | 13.6 | 17.2 | 7.4 | 150 | 10.5 | 157 | 24.582 | 348.8 | 0.00 |
| 2026-04-16 12:20 | 68.7 | 13.4 | 16.5 | 9.2 | 155 | 16.9 | 168 | 24.584 | 254.9 | 0.00 |
| Date Time MST |
Temp °C |
RH % |
DewPt °C |
Wind m/s |
Dir ° |
Gust m/s |
Dir ° |
Press hPa |
Solar W/m^2 |
Prec mm |
|---|---|---|---|---|---|---|---|---|---|---|
| 2026-04-16 14:45 | 21.5 | 12.6 | -8.5 | 4.5 | 119 | 6.3 | 140 | 830.08 | 193.0 | 0.00 |
| 2026-04-16 14:40 | 21.9 | 12.5 | -8.2 | 4.3 | 139 | 6.5 | 142 | 830.25 | 363.3 | 0.00 |
| 2026-04-16 14:35 | 21.8 | 12.6 | -8.3 | 4.6 | 139 | 6.5 | 134 | 830.34 | 398.4 | 0.00 |
| 2026-04-16 14:30 | 21.8 | 12.7 | -8.1 | 4.5 | 123 | 6.9 | 138 | 830.35 | 417.7 | 0.00 |
| 2026-04-16 14:25 | 21.5 | 13.1 | -8.0 | 3.7 | 131 | 5.6 | 167 | 830.44 | 280.7 | 0.00 |
| 2026-04-16 14:20 | 21.5 | 13.0 | -8.0 | 4.2 | 154 | 5.8 | 146 | 830.63 | 326.8 | 0.00 |
| 2026-04-16 14:15 | 21.5 | 13.1 | -8.0 | 3.5 | 126 | 5.0 | 140 | 830.70 | 274.1 | 0.00 |
| 2026-04-16 14:10 | 21.2 | 13.4 | -7.9 | 4.2 | 126 | 5.6 | 144 | 830.80 | 309.1 | 0.00 |
| 2026-04-16 14:05 | 21.2 | 13.1 | -8.2 | 4.2 | 147 | 5.9 | 161 | 830.83 | 241.0 | 0.00 |
| 2026-04-16 14:00 | 21.1 | 13.1 | -8.3 | 2.3 | 136 | 3.7 | 155 | 830.91 | 216.6 | 0.00 |
| 2026-04-16 13:55 | 21.1 | 13.2 | -8.2 | 3.3 | 190 | 5.6 | 155 | 831.05 | 269.0 | 0.00 |
| 2026-04-16 13:50 | 21.4 | 13.2 | -8.0 | 3.0 | 164 | 5.1 | 102 | 831.12 | 213.0 | 0.00 |
| 2026-04-16 13:45 | 21.3 | 13.4 | -7.8 | 3.0 | 119 | 5.7 | 148 | 831.10 | 202.6 | 0.00 |
| 2026-04-16 13:40 | 21.6 | 13.1 | -7.9 | 4.4 | 142 | 6.7 | 134 | 831.23 | 429.3 | 0.00 |
| 2026-04-16 13:35 | 21.6 | 13.2 | -7.8 | 3.6 | 101 | 6.2 | 130 | 831.33 | 350.6 | 0.00 |
| 2026-04-16 13:30 | 21.5 | 13.0 | -8.1 | 3.1 | 60 | 4.9 | 106 | 831.39 | 413.9 | 0.00 |
| 2026-04-16 13:25 | 21.3 | 13.2 | -8.1 | 3.9 | 90 | 6.0 | 86 | 831.46 | 412.4 | 0.00 |
| 2026-04-16 13:20 | 20.9 | 13.1 | -8.4 | 4.3 | 145 | 6.0 | 127 | 831.62 | 398.7 | 0.00 |
| 2026-04-16 13:15 | 20.9 | 13.4 | -8.2 | 3.7 | 101 | 6.8 | 94 | 831.77 | 338.7 | 0.00 |
| 2026-04-16 13:10 | 21.1 | 13.3 | -8.1 | 3.4 | 123 | 5.4 | 98 | 831.83 | 334.2 | 0.00 |
| 2026-04-16 13:05 | 21.2 | 13.1 | -8.2 | 3.8 | 150 | 5.9 | 149 | 831.84 | 331.9 | 0.00 |
| 2026-04-16 13:00 | 21.3 | 13.1 | -8.1 | 3.4 | 130 | 5.0 | 141 | 831.85 | 355.7 | 0.00 |
| 2026-04-16 12:55 | 21.1 | 13.5 | -7.9 | 2.9 | 131 | 4.3 | 130 | 831.87 | 440.9 | 0.00 |
| 2026-04-16 12:50 | 21.0 | 13.4 | -8.1 | 3.6 | 119 | 5.2 | 144 | 831.95 | 354.7 | 0.00 |
| 2026-04-16 12:45 | 20.8 | 13.1 | -8.6 | 3.7 | 148 | 5.4 | 142 | 832.06 | 362.6 | 0.00 |
| 2026-04-16 12:40 | 20.6 | 13.5 | -8.3 | 2.6 | 103 | 3.5 | 131 | 832.19 | 304.3 | 0.00 |
| 2026-04-16 12:35 | 20.7 | 13.4 | -8.4 | 2.1 | 116 | 3.8 | 148 | 832.33 | 285.8 | 0.00 |
| 2026-04-16 12:30 | 20.7 | 13.0 | -8.7 | 3.1 | 139 | 4.4 | 174 | 832.38 | 305.7 | 0.00 |
| 2026-04-16 12:25 | 20.6 | 13.6 | -8.2 | 3.3 | 150 | 4.7 | 157 | 832.45 | 348.8 | 0.00 |
| 2026-04-16 12:20 | 20.4 | 13.4 | -8.6 | 4.1 | 155 | 7.6 | 168 | 832.52 | 254.9 | 0.00 |
