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srcnn_evalue_all_gpu_300.log
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srcnn_evalue_all_gpu_300.log
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<module 'torch.utils.data' from '/anaconda/envs/devenv-anomalydetector/lib/python3.7/site-packages/torch/utils/data/__init__.py'> 1440 300
loading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/snapshot/srcnn_retry300_1440.bin
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/.amlignore
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/.amlignore.amltmp
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_05f10d3a-239c-3bef-9bdc-a2feeb0037aa.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_0efb375b-b902-3661-ab23-9a0bb799f4e3.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_1c6d7a26-1f1a-3321-bb4d-7a9d969ec8f0.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_301c70d8-1630-35ac-8f96-bc1b6f4359ea.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_42d6616d-c9c5-370a-a8ba-17ead74f3114.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_43115f2a-baeb-3b01-96f7-4ea14188343c.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_431a8542-c468-3988-a508-3afd06a218da.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_4d2af31a-9916-3d9f-8a8e-8a268a48c095.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_54350a12-7a9d-3ca8-b81f-f886b9d156fd.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_55f8b8b8-b659-38df-b3df-e4a5a8a54bc9.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_57051487-3a40-3828-9084-a12f7f23ee38.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_6a757df4-95e5-3357-8406-165e2bd49360.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_6d1114ae-be04-3c46-b5aa-be1a003a57cd.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_6efa3a07-4544-34a0-b921-a155bd1a05e8.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_7103fa0f-cac4-314f-addc-866190247439.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_847e8ecc-f8d2-3a93-9107-f367a0aab37d.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_8723f0fb-eaef-32e6-b372-6034c9c04b80.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_9c639a46-34c8-39bc-aaf0-9144b37adfc8.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_a07ac296-de40-3a7c-8df3-91f642cc14d0.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_a8c06b47-cc41-3738-9110-12df0ee4c721.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_ab216663-dcc2-3a24-b1ee-2c3e550e06c9.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_adb2fde9-8589-3f5b-a410-5fe14386c7af.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_ba5f3328-9f3f-3ff5-a683-84437d16d554.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_c02607e8-7399-3dde-9d28-8a8da5e5d251.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_c69a50cf-ee03-3bd7-831e-407d36c7ee91.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_da10a69f-d836-3baa-ad40-3e548ecf1fbd.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_e0747cad-8dc8-38a9-a9ab-855b61f5551d.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_f0932edd-6400-3e63-9559-0a9860a1baa9.csv
reading /mnt/batch/tasks/shared/LS_root/mounts/clusters/gpubox/code/Users/emer.rodriguez/anomalydetector/kpi/kpi_test_ts_data/kpi_test_ffb82d38-5f00-37db-abc0-5d2e4e4cb6aa.csv
***********************************************
data source: kpi/kpi_test_ts_data model: sr_cnn
-------------------------------
precision 0.8032947824629457
recall 0.6148826979472141
f1 0.6965729887981064
-------------------------------
time used for making predictions: 22066.69308400154 seconds
delay : 7
tem best 0.22500954827957365 0.01
tem best 0.3042886561017101 0.02
tem best 0.3515394318149242 0.03
tem best 0.3954404933395918 0.04
tem best 0.4283158724395363 0.05
tem best 0.4495573364862482 0.060000000000000005
tem best 0.47303448380153545 0.06999999999999999
tem best 0.4932844288466105 0.08
tem best 0.5083415651410382 0.09
tem best 0.5246975863593593 0.09999999999999999
tem best 0.538959977583711 0.11
tem best 0.5481225308308416 0.12
tem best 0.5581649640327545 0.13
tem best 0.5687930720946128 0.14
tem best 0.5786859710944282 0.15000000000000002
tem best 0.5877032480761993 0.16
tem best 0.5955687242798354 0.17
tem best 0.6026307004072912 0.18000000000000002
tem best 0.60945325754145 0.19
tem best 0.655887593842199 0.2
tem best 0.6581484802893416 0.21000000000000002
tem best 0.664829816864078 0.22
tem best 0.6692355443850592 0.23
tem best 0.6736114297951754 0.24000000000000002
tem best 0.6787417617188103 0.25
tem best 0.6841908674946308 0.26
tem best 0.6889837289943984 0.27
tem best 0.6936026936026936 0.28
tem best 0.6984541624523147 0.29000000000000004
tem best 0.699120358348481 0.31
tem best 0.7027450596272987 0.32
tem best 0.7061130391264039 0.33
tem best 0.7091122073551005 0.34
tem best 0.7120524792463158 0.35000000000000003
tem best 0.715129698605938 0.36000000000000004
tem best 0.7175719599236001 0.37
tem best 0.7203358460088842 0.38
tem best 0.7221428390249678 0.39
tem best 0.724289342041565 0.4
tem best 0.7272479192249965 0.41000000000000003
tem best 0.7299106378607868 0.42000000000000004
tem best 0.7323687104756669 0.43
tem best 0.7339068013770136 0.44
tem best 0.7351119664100769 0.47000000000000003
tem best 0.737298397711518 0.48000000000000004
tem best 0.7377145068255241 0.54
tem best 0.738715152390582 0.55
tem best 0.7404196791327716 0.56
tem best 0.741733869138871 0.5700000000000001
tem best 0.7426481958176807 0.5800000000000001
tem best 0.7440596181736918 0.59
tem best 0.7455748976009362 0.6
tem best 0.7463053283948805 0.61
tem best 0.7476898205132916 0.62
tem best 0.7483307700100384 0.63
tem best 0.7489340495044022 0.64
tem best 0.7493848857644991 0.65
best overall threshold : 0.65 best score : 0.7493848857644991 best_i: 64 {'total_fscore': 0.7493848857644991, 'pre': 0.7564519140989729, 'rec': 0.7424486803519061, 'TP': 40508, 'FP': 13042, 'TN': 3005954, 'FN': 14052}