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
| Date Time MST |
Temp °F |
RH % |
DewPt °F |
Wind mph |
Dir ° |
Gust mph |
Dir ° |
Press in Hg |
Solar W/m^2 |
Prec in |
|---|---|---|---|---|---|---|---|---|---|---|
| 2025-03-22 02:00 | 38.2 | 42.9 | 17.6 | 7.2 | 342 | 8.1 | 338 | 24.723 | 0.2 | 0.00 |
| 2025-03-22 01:55 | 41.4 | 35.7 | 16.3 | 2.9 | 325 | 5.9 | 325 | 24.727 | 0.1 | 0.00 |
| 2025-03-22 01:50 | 41.8 | 32.1 | 14.2 | 1.5 | 40 | 3.2 | 113 | 24.727 | 0.2 | 0.00 |
| 2025-03-22 01:45 | 41.9 | 31.9 | 14.1 | 3.6 | 111 | 6.0 | 147 | 24.730 | 0.2 | 0.00 |
| 2025-03-22 01:40 | 41.4 | 32.2 | 13.9 | 3.2 | 132 | 5.7 | 144 | 24.734 | 0.2 | 0.00 |
| 2025-03-22 01:35 | 41.1 | 33.0 | 14.1 | 2.6 | 132 | 3.5 | 98 | 24.739 | 0.2 | 0.00 |
| 2025-03-22 01:30 | 40.7 | 34.4 | 14.7 | 2.8 | 116 | 4.4 | 98 | 24.744 | 0.2 | 0.00 |
| 2025-03-22 01:25 | 40.9 | 36.0 | 16.0 | 4.3 | 90 | 5.6 | 91 | 24.746 | 0.2 | 0.00 |
| 2025-03-22 01:20 | 40.5 | 35.0 | 15.0 | 3.8 | 72 | 4.8 | 79 | 24.751 | 0.2 | 0.00 |
| 2025-03-22 01:15 | 40.5 | 37.2 | 16.4 | 2.8 | 58 | 3.9 | 52 | 24.754 | 0.2 | 0.00 |
| 2025-03-22 01:10 | 40.3 | 36.2 | 15.6 | 3.7 | 78 | 4.4 | 70 | 24.755 | 0.2 | 0.00 |
| 2025-03-22 01:05 | 41.0 | 35.7 | 15.8 | 2.6 | 68 | 3.8 | 112 | 24.757 | 0.2 | 0.00 |
| 2025-03-22 01:00 | 40.8 | 34.3 | 14.8 | 2.0 | 100 | 4.0 | 154 | 24.761 | 0.2 | 0.00 |
| 2025-03-22 00:55 | 40.0 | 34.6 | 14.3 | 2.5 | 137 | 4.4 | 145 | 24.764 | 0.2 | 0.00 |
| 2025-03-22 00:50 | 39.9 | 36.7 | 15.5 | 0.9 | 126 | 1.8 | 104 | 24.767 | 0.2 | 0.00 |
| 2025-03-22 00:45 | 40.2 | 36.5 | 15.7 | 1.2 | 106 | 2.1 | 38 | 24.771 | 0.2 | 0.00 |
| 2025-03-22 00:40 | 40.5 | 35.2 | 15.2 | 1.4 | 345 | 2.4 | 292 | 24.775 | 0.2 | 0.00 |
| 2025-03-22 00:35 | 40.5 | 35.1 | 15.1 | 0.4 | 5 | 1.8 | 55 | 24.778 | 0.2 | 0.00 |
| 2025-03-22 00:30 | 40.4 | 35.5 | 15.2 | 0.9 | 148 | 2.4 | 95 | 24.781 | 0.2 | 0.00 |
| 2025-03-22 00:25 | 39.7 | 36.0 | 15.0 | 1.0 | 0 | 3.1 | 78 | 24.783 | 0.1 | 0.00 |
| 2025-03-22 00:20 | 39.7 | 37.5 | 15.8 | 1.1 | 38 | 1.7 | 91 | 24.785 | 0.2 | 0.00 |
| 2025-03-22 00:15 | 39.9 | 37.9 | 16.2 | 2.3 | 78 | 2.9 | 54 | 24.785 | 0.2 | 0.00 |
| 2025-03-22 00:10 | 40.2 | 37.1 | 16.0 | 1.8 | 37 | 2.6 | 25 | 24.786 | 0.2 | 0.00 |
| 2025-03-22 00:05 | 40.5 | 36.0 | 15.6 | 1.3 | 12 | 2.0 | 354 | 24.788 | 0.2 | 0.00 |
| 2025-03-22 00:00 | 41.2 | 35.8 | 16.1 | 1.5 | 334 | 2.7 | 9 | 24.788 | 0.1 | 0.00 |
| 2025-03-21 23:55 | 43.1 | 34.4 | 16.9 | 2.5 | 20 | 3.2 | 3 | 24.791 | 0.1 | 0.00 |
| 2025-03-21 23:50 | 45.2 | 30.3 | 15.8 | 2.2 | 358 | 4.8 | 162 | 24.792 | 0.1 | 0.00 |
| 2025-03-21 23:45 | 45.3 | 27.2 | 13.4 | 3.8 | 174 | 7.6 | 160 | 24.794 | 0.1 | 0.00 |
| 2025-03-21 23:40 | 45.3 | 27.4 | 13.6 | 4.6 | 128 | 8.1 | 147 | 24.796 | 0.1 | 0.00 |
| 2025-03-21 23:35 | 45.1 | 27.2 | 13.3 | 5.2 | 130 | 7.5 | 126 | 24.796 | 0.2 | 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 |
|---|---|---|---|---|---|---|---|---|---|---|
| 2025-03-22 02:00 | 3.5 | 42.9 | -8.0 | 3.2 | 342 | 3.6 | 338 | 837.22 | 0.2 | 0.00 |
| 2025-03-22 01:55 | 5.2 | 35.7 | -8.7 | 1.3 | 325 | 2.6 | 325 | 837.35 | 0.1 | 0.00 |
| 2025-03-22 01:50 | 5.5 | 32.1 | -9.9 | 0.7 | 40 | 1.4 | 113 | 837.35 | 0.2 | 0.00 |
| 2025-03-22 01:45 | 5.5 | 31.9 | -9.9 | 1.6 | 111 | 2.7 | 147 | 837.47 | 0.2 | 0.00 |
| 2025-03-22 01:40 | 5.2 | 32.2 | -10.1 | 1.4 | 132 | 2.5 | 144 | 837.58 | 0.2 | 0.00 |
| 2025-03-22 01:35 | 5.0 | 33.0 | -9.9 | 1.2 | 132 | 1.6 | 98 | 837.75 | 0.2 | 0.00 |
| 2025-03-22 01:30 | 4.8 | 34.4 | -9.6 | 1.2 | 116 | 2.0 | 98 | 837.94 | 0.2 | 0.00 |
| 2025-03-22 01:25 | 4.9 | 36.0 | -8.9 | 1.9 | 90 | 2.5 | 91 | 837.99 | 0.2 | 0.00 |
| 2025-03-22 01:20 | 4.7 | 35.0 | -9.4 | 1.7 | 72 | 2.2 | 79 | 838.16 | 0.2 | 0.00 |
| 2025-03-22 01:15 | 4.7 | 37.2 | -8.7 | 1.3 | 58 | 1.7 | 52 | 838.27 | 0.2 | 0.00 |
| 2025-03-22 01:10 | 4.6 | 36.2 | -9.1 | 1.7 | 78 | 2.0 | 70 | 838.28 | 0.2 | 0.00 |
| 2025-03-22 01:05 | 5.0 | 35.7 | -9.0 | 1.2 | 68 | 1.7 | 112 | 838.37 | 0.2 | 0.00 |
| 2025-03-22 01:00 | 4.9 | 34.3 | -9.6 | 0.9 | 100 | 1.8 | 154 | 838.51 | 0.2 | 0.00 |
| 2025-03-22 00:55 | 4.5 | 34.6 | -9.8 | 1.1 | 137 | 2.0 | 145 | 838.61 | 0.2 | 0.00 |
| 2025-03-22 00:50 | 4.4 | 36.7 | -9.2 | 0.4 | 126 | 0.8 | 104 | 838.72 | 0.2 | 0.00 |
| 2025-03-22 00:45 | 4.6 | 36.5 | -9.1 | 0.6 | 106 | 0.9 | 38 | 838.83 | 0.2 | 0.00 |
| 2025-03-22 00:40 | 4.7 | 35.2 | -9.3 | 0.6 | 345 | 1.1 | 292 | 838.98 | 0.2 | 0.00 |
| 2025-03-22 00:35 | 4.7 | 35.1 | -9.4 | 0.2 | 5 | 0.8 | 55 | 839.07 | 0.2 | 0.00 |
| 2025-03-22 00:30 | 4.7 | 35.5 | -9.3 | 0.4 | 148 | 1.1 | 95 | 839.19 | 0.2 | 0.00 |
| 2025-03-22 00:25 | 4.3 | 36.0 | -9.5 | 0.4 | 0 | 1.4 | 78 | 839.26 | 0.1 | 0.00 |
| 2025-03-22 00:20 | 4.3 | 37.5 | -9.0 | 0.5 | 38 | 0.8 | 91 | 839.31 | 0.2 | 0.00 |
| 2025-03-22 00:15 | 4.4 | 37.9 | -8.8 | 1.0 | 78 | 1.3 | 54 | 839.32 | 0.2 | 0.00 |
| 2025-03-22 00:10 | 4.5 | 37.1 | -8.9 | 0.8 | 37 | 1.2 | 25 | 839.33 | 0.2 | 0.00 |
| 2025-03-22 00:05 | 4.7 | 36.0 | -9.1 | 0.6 | 12 | 0.9 | 354 | 839.41 | 0.2 | 0.00 |
| 2025-03-22 00:00 | 5.1 | 35.8 | -8.8 | 0.7 | 334 | 1.2 | 9 | 839.43 | 0.1 | 0.00 |
| 2025-03-21 23:55 | 6.2 | 34.4 | -8.4 | 1.1 | 20 | 1.4 | 3 | 839.52 | 0.1 | 0.00 |
| 2025-03-21 23:50 | 7.3 | 30.3 | -9.0 | 1.0 | 358 | 2.1 | 162 | 839.56 | 0.1 | 0.00 |
| 2025-03-21 23:45 | 7.4 | 27.2 | -10.3 | 1.7 | 174 | 3.4 | 160 | 839.61 | 0.1 | 0.00 |
| 2025-03-21 23:40 | 7.4 | 27.4 | -10.2 | 2.1 | 128 | 3.6 | 147 | 839.69 | 0.1 | 0.00 |
| 2025-03-21 23:35 | 7.3 | 27.2 | -10.4 | 2.3 | 130 | 3.3 | 126 | 839.70 | 0.2 | 0.00 |