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 |
|---|---|---|---|---|---|---|---|---|---|---|
| 2026-04-24 10:20 | 56.8 | 27.0 | 23.2 | 9.0 | 126 | 14.0 | 143 | 24.659 | 783.1 | 0.00 |
| 2026-04-24 10:15 | 56.0 | 28.4 | 23.7 | 11.7 | 128 | 17.2 | 136 | 24.663 | 775.1 | 0.00 |
| 2026-04-24 10:10 | 55.5 | 28.4 | 23.3 | 11.3 | 124 | 14.9 | 124 | 24.667 | 767.7 | 0.00 |
| 2026-04-24 10:05 | 55.6 | 28.6 | 23.5 | 11.1 | 147 | 18.9 | 158 | 24.670 | 759.9 | 0.00 |
| 2026-04-24 10:00 | 54.7 | 29.9 | 23.8 | 9.2 | 138 | 13.6 | 162 | 24.672 | 750.8 | 0.00 |
| 2026-04-24 09:55 | 55.1 | 30.6 | 24.8 | 9.4 | 142 | 14.5 | 158 | 24.677 | 741.0 | 0.00 |
| 2026-04-24 09:50 | 55.2 | 30.5 | 24.8 | 10.2 | 151 | 16.0 | 164 | 24.679 | 728.5 | 0.00 |
| 2026-04-24 09:45 | 53.7 | 31.7 | 24.3 | 10.4 | 128 | 16.4 | 175 | 24.680 | 720.7 | 0.00 |
| 2026-04-24 09:40 | 53.9 | 32.4 | 25.0 | 13.3 | 148 | 17.9 | 136 | 24.683 | 713.2 | 0.00 |
| 2026-04-24 09:35 | 53.7 | 31.8 | 24.4 | 11.3 | 152 | 18.8 | 133 | 24.683 | 703.5 | 0.00 |
| 2026-04-24 09:30 | 53.6 | 32.6 | 24.9 | 11.5 | 127 | 14.8 | 143 | 24.685 | 693.7 | 0.00 |
| 2026-04-24 09:25 | 53.0 | 33.9 | 25.3 | 8.4 | 103 | 13.2 | 103 | 24.686 | 682.1 | 0.00 |
| 2026-04-24 09:20 | 52.0 | 36.2 | 26.0 | 8.8 | 154 | 14.0 | 144 | 24.689 | 670.9 | 0.00 |
| 2026-04-24 09:15 | 51.5 | 37.1 | 26.1 | 6.7 | 109 | 11.1 | 109 | 24.693 | 660.2 | 0.00 |
| 2026-04-24 09:10 | 51.4 | 37.1 | 26.1 | 8.5 | 133 | 11.7 | 108 | 24.696 | 649.7 | 0.00 |
| 2026-04-24 09:05 | 51.2 | 36.2 | 25.3 | 8.2 | 88 | 13.5 | 78 | 24.697 | 638.7 | 0.00 |
| 2026-04-24 09:00 | 50.1 | 37.0 | 24.9 | 8.6 | 136 | 14.0 | 101 | 24.700 | 627.1 | 0.00 |
| 2026-04-24 08:55 | 50.3 | 38.0 | 25.7 | 11.0 | 137 | 17.1 | 102 | 24.700 | 614.7 | 0.00 |
| 2026-04-24 08:50 | 50.5 | 37.9 | 25.8 | 10.4 | 102 | 16.0 | 86 | 24.700 | 603.6 | 0.00 |
| 2026-04-24 08:45 | 49.5 | 37.4 | 24.6 | 9.3 | 105 | 13.8 | 140 | 24.703 | 590.9 | 0.00 |
| 2026-04-24 08:40 | 49.1 | 38.5 | 24.9 | 10.3 | 144 | 15.4 | 132 | 24.703 | 577.9 | 0.00 |
| 2026-04-24 08:35 | 48.7 | 40.5 | 25.7 | 9.6 | 153 | 15.0 | 160 | 24.703 | 563.7 | 0.00 |
| 2026-04-24 08:30 | 48.5 | 41.5 | 26.2 | 10.4 | 169 | 15.6 | 169 | 24.706 | 550.3 | 0.00 |
| 2026-04-24 08:25 | 48.6 | 40.2 | 25.5 | 8.9 | 183 | 14.4 | 172 | 24.703 | 538.8 | 0.00 |
| 2026-04-24 08:20 | 47.6 | 41.9 | 25.6 | 12.1 | 151 | 17.7 | 120 | 24.700 | 526.0 | 0.00 |
| 2026-04-24 08:15 | 47.2 | 40.4 | 24.4 | 12.1 | 134 | 16.4 | 119 | 24.705 | 509.3 | 0.00 |
| 2026-04-24 08:10 | 47.1 | 39.3 | 23.6 | 9.9 | 147 | 14.2 | 167 | 24.712 | 495.7 | 0.00 |
| 2026-04-24 08:05 | 47.3 | 38.1 | 23.0 | 10.8 | 150 | 15.7 | 149 | 24.709 | 480.9 | 0.00 |
| 2026-04-24 08:00 | 47.9 | 36.6 | 22.6 | 12.6 | 157 | 16.8 | 139 | 24.703 | 467.4 | 0.00 |
| 2026-04-24 07:55 | 48.5 | 35.2 | 22.3 | 11.4 | 152 | 16.7 | 135 | 24.700 | 454.8 | 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 |
|---|---|---|---|---|---|---|---|---|---|---|
| 2026-04-24 10:20 | 13.8 | 27.0 | -4.9 | 4.0 | 126 | 6.3 | 143 | 835.03 | 783.1 | 0.00 |
| 2026-04-24 10:15 | 13.4 | 28.4 | -4.6 | 5.2 | 128 | 7.7 | 136 | 835.18 | 775.1 | 0.00 |
| 2026-04-24 10:10 | 13.1 | 28.4 | -4.8 | 5.0 | 124 | 6.6 | 124 | 835.31 | 767.7 | 0.00 |
| 2026-04-24 10:05 | 13.1 | 28.6 | -4.7 | 5.0 | 147 | 8.4 | 158 | 835.44 | 759.9 | 0.00 |
| 2026-04-24 10:00 | 12.6 | 29.9 | -4.6 | 4.1 | 138 | 6.1 | 162 | 835.50 | 750.8 | 0.00 |
| 2026-04-24 09:55 | 12.8 | 30.6 | -4.0 | 4.2 | 142 | 6.5 | 158 | 835.66 | 741.0 | 0.00 |
| 2026-04-24 09:50 | 12.9 | 30.5 | -4.0 | 4.6 | 151 | 7.2 | 164 | 835.74 | 728.5 | 0.00 |
| 2026-04-24 09:45 | 12.1 | 31.7 | -4.3 | 4.6 | 128 | 7.3 | 175 | 835.77 | 720.7 | 0.00 |
| 2026-04-24 09:40 | 12.2 | 32.4 | -3.9 | 5.9 | 148 | 8.0 | 136 | 835.86 | 713.2 | 0.00 |
| 2026-04-24 09:35 | 12.0 | 31.8 | -4.2 | 5.1 | 152 | 8.4 | 133 | 835.86 | 703.5 | 0.00 |
| 2026-04-24 09:30 | 12.0 | 32.6 | -3.9 | 5.1 | 127 | 6.6 | 143 | 835.91 | 693.7 | 0.00 |
| 2026-04-24 09:25 | 11.7 | 33.9 | -3.7 | 3.7 | 103 | 5.9 | 103 | 835.98 | 682.1 | 0.00 |
| 2026-04-24 09:20 | 11.1 | 36.2 | -3.3 | 4.0 | 154 | 6.3 | 144 | 836.08 | 670.9 | 0.00 |
| 2026-04-24 09:15 | 10.8 | 37.1 | -3.3 | 3.0 | 109 | 5.0 | 109 | 836.21 | 660.2 | 0.00 |
| 2026-04-24 09:10 | 10.8 | 37.1 | -3.3 | 3.8 | 133 | 5.2 | 108 | 836.31 | 649.7 | 0.00 |
| 2026-04-24 09:05 | 10.7 | 36.2 | -3.7 | 3.7 | 88 | 6.0 | 78 | 836.33 | 638.7 | 0.00 |
| 2026-04-24 09:00 | 10.1 | 37.0 | -4.0 | 3.9 | 136 | 6.3 | 101 | 836.43 | 627.1 | 0.00 |
| 2026-04-24 08:55 | 10.2 | 38.0 | -3.5 | 4.9 | 137 | 7.6 | 102 | 836.45 | 614.7 | 0.00 |
| 2026-04-24 08:50 | 10.3 | 37.9 | -3.4 | 4.6 | 102 | 7.1 | 86 | 836.42 | 603.6 | 0.00 |
| 2026-04-24 08:45 | 9.7 | 37.4 | -4.1 | 4.1 | 105 | 6.2 | 140 | 836.53 | 590.9 | 0.00 |
| 2026-04-24 08:40 | 9.5 | 38.5 | -3.9 | 4.6 | 144 | 6.9 | 132 | 836.54 | 577.9 | 0.00 |
| 2026-04-24 08:35 | 9.2 | 40.5 | -3.5 | 4.3 | 153 | 6.7 | 160 | 836.55 | 563.7 | 0.00 |
| 2026-04-24 08:30 | 9.2 | 41.5 | -3.2 | 4.6 | 169 | 7.0 | 169 | 836.63 | 550.3 | 0.00 |
| 2026-04-24 08:25 | 9.2 | 40.2 | -3.6 | 4.0 | 183 | 6.4 | 172 | 836.55 | 538.8 | 0.00 |
| 2026-04-24 08:20 | 8.7 | 41.9 | -3.5 | 5.4 | 151 | 7.9 | 120 | 836.43 | 526.0 | 0.00 |
| 2026-04-24 08:15 | 8.5 | 40.4 | -4.2 | 5.4 | 134 | 7.3 | 119 | 836.61 | 509.3 | 0.00 |
| 2026-04-24 08:10 | 8.4 | 39.3 | -4.7 | 4.4 | 147 | 6.3 | 167 | 836.85 | 495.7 | 0.00 |
| 2026-04-24 08:05 | 8.5 | 38.1 | -5.0 | 4.8 | 150 | 7.0 | 149 | 836.75 | 480.9 | 0.00 |
| 2026-04-24 08:00 | 8.8 | 36.6 | -5.2 | 5.6 | 157 | 7.5 | 139 | 836.54 | 467.4 | 0.00 |
| 2026-04-24 07:55 | 9.2 | 35.2 | -5.4 | 5.1 | 152 | 7.5 | 135 | 836.44 | 454.8 | 0.00 |
