TP accuracy #15
Description
Hello everyone. I have an issue with the TP acc which is extremely low. does anyone know what can be the problem? below you can find the output after an inference and my input data info:
input h5 shape: tp(120, 721, 1440).
inference:
2023-06-25 11:24:06,620 - root - INFO - Timestep 0 of 20. TP RMS Error: 0.0, ACC: 1.0
2023-06-25 11:24:09,065 - root - INFO - Timestep 1 of 20. TP RMS Error: 0.0016368781216442585, ACC: 0.35278499126434326
2023-06-25 11:24:09,388 - root - INFO - Timestep 2 of 20. TP RMS Error: 0.00156010827049613, ACC: 0.3554094731807709
2023-06-25 11:24:09,688 - root - INFO - Timestep 3 of 20. TP RMS Error: 0.0015420995187014341, ACC: 0.3688367009162903
2023-06-25 11:24:09,988 - root - INFO - Timestep 4 of 20. TP RMS Error: 0.0014832873130217195, ACC: 0.3889610171318054
2023-06-25 11:24:10,289 - root - INFO - Timestep 5 of 20. TP RMS Error: 0.0014608813216909766, ACC: 0.36930468678474426
2023-06-25 11:24:10,589 - root - INFO - Timestep 6 of 20. TP RMS Error: 0.0015008833725005388, ACC: 0.32038554549217224
2023-06-25 11:24:10,889 - root - INFO - Timestep 7 of 20. TP RMS Error: 0.0013966681435704231, ACC: 0.36792299151420593
2023-06-25 11:24:11,189 - root - INFO - Timestep 8 of 20. TP RMS Error: 0.001374703599140048, ACC: 0.3730277121067047
2023-06-25 11:24:11,490 - root - INFO - Timestep 9 of 20. TP RMS Error: 0.0013704199809581041, ACC: 0.33114054799079895
2023-06-25 11:24:11,790 - root - INFO - Timestep 10 of 20. TP RMS Error: 0.0014247711515054107, ACC: 0.2770615518093109
2023-06-25 11:24:12,090 - root - INFO - Timestep 11 of 20. TP RMS Error: 0.001329558901488781, ACC: 0.3315066695213318
2023-06-25 11:24:12,390 - root - INFO - Timestep 12 of 20. TP RMS Error: 0.0012841359712183475, ACC: 0.35082289576530457
2023-06-25 11:24:12,690 - root - INFO - Timestep 13 of 20. TP RMS Error: 0.0012776957591995597, ACC: 0.32422271370887756
2023-06-25 11:24:12,990 - root - INFO - Timestep 14 of 20. TP RMS Error: 0.001365577569231391, ACC: 0.2353413850069046
2023-06-25 11:24:13,290 - root - INFO - Timestep 15 of 20. TP RMS Error: 0.001326375175267458, ACC: 0.28706997632980347
2023-06-25 11:24:13,590 - root - INFO - Timestep 16 of 20. TP RMS Error: 0.0013120684307068586, ACC: 0.3122824430465698
2023-06-25 11:24:13,890 - root - INFO - Timestep 17 of 20. TP RMS Error: 0.001352619961835444, ACC: 0.270219087600708
2023-06-25 11:24:14,190 - root - INFO - Timestep 18 of 20. TP RMS Error: 0.0014553270302712917, ACC: 0.1826096624135971
2023-06-25 11:24:14,489 - root - INFO - Timestep 19 of 20. TP RMS Error: 0.0014066090807318687, ACC: 0.23088878393173218