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time_measurement_log.txt
time_measurement_log.txt 26.82 KiB
(tensorflow2) bformanek@falcon:~/TRDP_II$ python3 ./time_measure.py
Selected image path: /net/travail/bformanek/MRI_dataset/test/FLAIR/ADNI_021_S_7062_MR_ORIG_Sagittal_3D_FLAIR_br_raw_20220329141641279_129_S1118223_I1561596_489.0237_1_121.png
Inference time masurement using cpu
Image loaded: 5.86 ms
Model loaded: 6407.32 ms
Prediction time for one image: 1039.82 ms
Compete inference time for one image: 7453.67 ms
(tensorflow2) bformanek@falcon:~/TRDP_II$ python3 ./time_measure.py
Selected image path: /net/travail/bformanek/MRI_dataset/test/T1w/ADNI_127_S_4197_MR_Accelerated_Sag_IR-SPGR__br_raw_20110822171753955_196_S119909_I252150_2622.8519_1_121.png
Inference time masurement using cpu
Image loaded: 8.11 ms
Model loaded: 5243.67 ms
Prediction time for one image: 35.25 ms
Compete inference time for one image: 5287.45 ms
(tensorflow2) bformanek@falcon:~/TRDP_II$ python3 ./time_measure.py
Selected image path: /net/travail/bformanek/MRI_dataset/test/T1wCE/266239_T1_3D_MPRAGE_TRA_9_453.1362_1_121.png
Inference time masurement using cpu
Image loaded: 4.07 ms
Model loaded: 915.58 ms
Prediction time for one image: 124.35 ms
Compete inference time for one image: 1044.40 ms
(tensorflow2) bformanek@falcon:~/TRDP_II$ python3 ./time_measure.py
Selected image path: /net/travail/bformanek/MRI_dataset/test/T1wCE/264395_2_SEP_DR_MARCHANT_4_1255.1839_0_114.png
cuda is available
Inference time masurement using cuda
Image loaded: 4.50 ms
Model loaded: 437.10 ms
Prediction time for one image: 556.97 ms
Compete inference time for one image: 999.11 ms
GPU memory usage: 24.25830078125 MB
(tensorflow2) bformanek@falcon:~/TRDP_II$ python3 ./time_measure.py
Selected image path: /net/travail/bformanek/MRI_dataset/test/T1wCE/359938_Ax_3D_T1_Gado_8_2515.2712_1_243.png
cuda is available
Inference time masurement using cuda
Image loaded: 20.60 ms
Model loaded: 271.54 ms
Prediction time for one image: 89.10 ms
Compete inference time for one image: 381.78 ms
GPU memory usage: 24.25830078125 MB
(tensorflow2) bformanek@falcon:~/TRDP_II$ python3 ./time_measure.py
Selected image path: /net/travail/bformanek/MRI_dataset/test/T1w/ADNI_114_S_1118_MR_MPR__GradWarp__B1_Correction__N3_Br_20070419175300248_S23803_I49767_782.7585_2_076.png
cuda is available
Inference time masurement using cuda
Image loaded: 5.00 ms
Model loaded: 442.89 ms
Prediction time for one image: 91.36 ms
Compete inference time for one image: 539.77 ms
GPU memory usage: 24.25830078125 MB
(tensorflow2) bformanek@falcon:~/TRDP_II$ python3 ./time_measure.py
Selected image path: /net/travail/bformanek/MRI_dataset/test/T1wCE/244611_T1_3D_SPACE_FS_SAG_9_295.5908_0_091.png
cuda is available
Inference time masurement using cuda
Image loaded: 4.59 ms
Model loaded: 1507.36 ms
Prediction time for one image: 81.10 ms
Compete inference time for one image: 1593.50 ms
GPU memory usage: 98.66650390625 MB
(tensorflow2) bformanek@falcon:~/TRDP_II$ python3 ./time_measure.py
Selected image path: /net/travail/bformanek/MRI_dataset/test/T1wCE/199455_Ax_3D_T1_FSPGR_Gado_7_8929.2536_0_243.png
cuda is available
Inference time masurement using cuda
Image loaded: 4.53 ms
Model loaded: 426.83 ms
Prediction time for one image: 88.08 ms
Compete inference time for one image: 519.93 ms
GPU memory usage: 98.66650390625 MB
(tensorflow2) bformanek@falcon:~/TRDP_II$ python3 ./time_measure.py
Selected image path: /net/travail/bformanek/MRI_dataset/test/T1wCE/309465_T1_TSE_1.0_2min50_701_1495.2168_0_190.png
cuda is available
Inference time masurement using cuda