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inference_cnn_aggr.lis
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inference_cnn_aggr.lis
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INFO: root :
Execution information:
Date/Time of run : 2023-04-11 16:18:55
Node name : udb0484689
User login : a0484689
Operating System : Linux-5.4.0-84-generic-x86_64-with-glibc2.27
Python location : /home/a0484689/.pyenv/versions/py310_ncmapss/bin/python
INFO: root : No training will be done. Only evaluating: /home/a0484689/PycharmProjects/py310_ncmapss/N-CMAPSS_DL/Models/model.h5
INFO: root : The FLOPs is:1125385
INFO: root : Test data index: 11.0; Subsampled by 10 to (2655, 50, 20)
INFO: root : N-CMAPSS_DS02-006: RMSE: 4.0, NASA Score: [0.31460202]
INFO: root : Test data index: 14.0; Subsampled by 10 to (629, 50, 20)
INFO: root : N-CMAPSS_DS02-006: RMSE: 3.89, NASA Score: [0.27375984]
INFO: root : Test data index: 15.0; Subsampled by 10 to (1736, 50, 20)
INFO: root : N-CMAPSS_DS02-006: RMSE: 3.11, NASA Score: [0.20995979]
INFO: root : Test data index: 7.0; Subsampled by 10 to (2743, 50, 20)
INFO: root : N-CMAPSS_DS07: RMSE: 2.87, NASA Score: [0.22584863]
INFO: root : Test data index: 8.0; Subsampled by 10 to (1411, 50, 20)
INFO: root : N-CMAPSS_DS07: RMSE: 3.81, NASA Score: [0.26466453]
INFO: root : Test data index: 9.0; Subsampled by 10 to (5762, 50, 20)
INFO: root : N-CMAPSS_DS07: RMSE: 8.49, NASA Score: [1.2840899]
INFO: root : Test data index: 10.0; Subsampled by 10 to (1574, 50, 20)
INFO: root : N-CMAPSS_DS07: RMSE: 3.56, NASA Score: [0.31357515]
INFO: root : Test data index: 7.0; Subsampled by 10 to (2829, 50, 20)
INFO: root : N-CMAPSS_DS06: RMSE: 3.98, NASA Score: [0.31110424]
INFO: root : Test data index: 8.0; Subsampled by 10 to (1554, 50, 20)
INFO: root : N-CMAPSS_DS06: RMSE: 4.6, NASA Score: [0.517917]
INFO: root : Test data index: 9.0; Subsampled by 10 to (4234, 50, 20)
INFO: root : N-CMAPSS_DS06: RMSE: 3.37, NASA Score: [0.24945948]
INFO: root : Test data index: 10.0; Subsampled by 10 to (1481, 50, 20)
INFO: root : N-CMAPSS_DS06: RMSE: 2.55, NASA Score: [0.21118179]
INFO: root : Test data index: 7.0; Subsampled by 10 to (1573, 50, 20)
INFO: root : N-CMAPSS_DS01-005: RMSE: 8.54, NASA Score: [0.8076241]
INFO: root : Test data index: 8.0; Subsampled by 10 to (3204, 50, 20)
INFO: root : N-CMAPSS_DS01-005: RMSE: 3.12, NASA Score: [0.32550997]
INFO: root : Test data index: 9.0; Subsampled by 10 to (1409, 50, 20)
INFO: root : N-CMAPSS_DS01-005: RMSE: 12.29, NASA Score: [1.5527887]
INFO: root : Test data index: 10.0; Subsampled by 10 to (4766, 50, 20)
INFO: root : N-CMAPSS_DS01-005: RMSE: 1.96, NASA Score: [0.17478247]
INFO: root : Test data index: 7.0; Subsampled by 10 to (2987, 50, 20)
INFO: root : N-CMAPSS_DS05: RMSE: 4.21, NASA Score: [0.43428746]
INFO: root : Test data index: 8.0; Subsampled by 10 to (1555, 50, 20)
INFO: root : N-CMAPSS_DS05: RMSE: 2.73, NASA Score: [0.20993556]
INFO: root : Test data index: 9.0; Subsampled by 10 to (4234, 50, 20)
INFO: root : N-CMAPSS_DS05: RMSE: 3.9, NASA Score: [0.29739285]
INFO: root : Test data index: 10.0; Subsampled by 10 to (1481, 50, 20)
INFO: root : N-CMAPSS_DS05: RMSE: 4.16, NASA Score: [0.3232627]
INFO: root : Test data index: 10.0; Subsampled by 10 to (3806, 50, 20)
INFO: root : N-CMAPSS_DS03-012: RMSE: 3.16, NASA Score: [0.24366957]
INFO: root : Test data index: 11.0; Subsampled by 10 to (3299, 50, 20)
INFO: root : N-CMAPSS_DS03-012: RMSE: 2.38, NASA Score: [0.15506385]
INFO: root : Test data index: 12.0; Subsampled by 10 to (1624, 50, 20)
INFO: root : N-CMAPSS_DS03-012: RMSE: 7.06, NASA Score: [0.93935496]
INFO: root : Test data index: 13.0; Subsampled by 10 to (4429, 50, 20)
INFO: root : N-CMAPSS_DS03-012: RMSE: 3.89, NASA Score: [0.39471206]
INFO: root : Test data index: 14.0; Subsampled by 10 to (1384, 50, 20)
INFO: root : N-CMAPSS_DS03-012: RMSE: 2.96, NASA Score: [0.18320945]
INFO: root : Test data index: 15.0; Subsampled by 10 to (2474, 50, 20)
INFO: root : N-CMAPSS_DS03-012: RMSE: 2.02, NASA Score: [0.12456782]
INFO: root : Test data index: 7.0; Subsampled by 10 to (2173, 50, 20)
INFO: root : N-CMAPSS_DS08c-008: RMSE: 5.27, NASA Score: [0.42339706]
INFO: root : Test data index: 8.0; Subsampled by 10 to (2224, 50, 20)
INFO: root : N-CMAPSS_DS08c-008: RMSE: 3.05, NASA Score: [0.27728096]
INFO: root : Test data index: 9.0; Subsampled by 10 to (2158, 50, 20)
INFO: root : N-CMAPSS_DS08c-008: RMSE: 3.39, NASA Score: [0.28877908]
INFO: root : Test data index: 10.0; Subsampled by 10 to (1920, 50, 20)
INFO: root : N-CMAPSS_DS08c-008: RMSE: 5.54, NASA Score: [0.4307112]
INFO: root : Predictions: (73308,), Ground Truths: (73308,)
INFO: root : The FLOPs is:1125385
INFO: root : wind length_50, win stride_1
INFO: root : # Inference samples: 73308
INFO: root : Inference time: 97.33158874511719
INFO: root : Result in RMSE: 4.68
INFO: root : Result in NASA Score: 0.41
INFO: root :
Execution status:
0 Errors detected.
0 Warnings detected.
Total execution time : 0:01:45.974901