Commit 5076cdf9 authored by André Anjos's avatar André Anjos 💬 Committed by André Anjos

Improved baseline description

parent 07455839
Pipeline #5000 failed with stages
in 4 minutes and 15 seconds
......@@ -107,6 +107,15 @@ protocol, do the following:
submit your job for SGE execution, you can run it in parallel (using 4
parallel tasks) by adding the options ``--parallel=4 --nice=10``.
Optionally, you may use the ``parallel` resource configuration which already
sets the number of parallel jobs to the number of hardware cores you have
installed on your machine (as with :py:func:`multiprocessing.cpu_count`) and
sets ``nice=10``. For example:
.. code-block:: sh
$ ./bin/verify.py verafinger rlt parallel -vv
This command line selects and runs the following implementations for the
toolchain:
......@@ -125,7 +134,7 @@ performance:
.. code-block:: sh
$ ./bin/bob_eval_threshold.py --scores <path-to>/verafinger/rlt/Nom/nonorm/scores-dev --criterium=eer
$ ./bin/bob_eval_threshold.py <path-to>/verafinger/rlt/Nom/nonorm/scores-dev
('Threshold:', 0.32045327)
FAR : 26.362% (12701/48180)
FRR : 26.364% (58/220)
......@@ -158,7 +167,7 @@ we obtained:
.. code-block:: sh
$ ./bin/bob_eval_threshold.py --scores <path-to>/verafinger/mc/Nom/nonorm/scores-dev --criterium=eer
$ ./bin/bob_eval_threshold.py <path-to>/verafinger/mc/Nom/nonorm/scores-dev
('Threshold:', 0.078274325)
FAR : 3.182% (1533/48180)
FRR : 3.182% (7/220)
......@@ -192,7 +201,7 @@ we obtained:
.. code-block:: sh
$ ./bin/bob_eval_threshold.py --scores <path-to>/verafinger/wld/NOM/nonorm/scores-dev --criterium=eer
$ ./bin/bob_eval_threshold.py <path-to>/verafinger/wld/NOM/nonorm/scores-dev
('Threshold:', 0.239141175)
FAR : 10.455% (5037/48180)
FRR : 10.455% (23/220)
......@@ -211,12 +220,12 @@ correspond to the the equal-error rate on the development set, in percentage):
------------------------------------------ -------------------- -------------
Feature Extractor Post Processing Full B Nom 1vsall nom
======================== ================= ====== ====== ====== ====== ======
Repeated Line Tracking None 23.9 24.1 24.9 1.7 1.4
Repeated Line Tracking Histogram Eq. 26.2 23.6 24.9 2.1 0.9
Maximum Curvature None 3.2 3.2 3.1 0.4 0.
Maximum Curvature Histogram Eq. 3.0 2.7 2.7 0.4 0.
Wide Line Detector None 10.2 10.2 10.5 2.3 1.7
Wide Line Detector Histogram Eq. 8.0 9.7 7.3 1.7 0.9
Repeated Line Tracking None 23.9 24.1 24.9 1.7 1.4
Repeated Line Tracking Histogram Eq. 26.2 23.6 24.9 2.1 0.9
Maximum Curvature None 3.2 3.2 3.1 0.4 0.
Maximum Curvature Histogram Eq. 3.0 2.7 2.7 0.4 0.
Wide Line Detector None 10.2 10.2 10.5 2.3 1.7
Wide Line Detector Histogram Eq. 8.0 9.7 7.3 1.7 0.9
======================== ================= ====== ====== ====== ====== ======
In a machine with 48 cores, running these baselines took the following time
......@@ -227,12 +236,12 @@ In a machine with 48 cores, running these baselines took the following time
------------------------------------------ -------------------- -------------
Feature Extractor Post Processing Full B Nom 1vsall nom
======================== ================= ====== ====== ====== ====== ======
Repeated Line Tracking None 01:16 00:23 00:23 12:44 00:35
Repeated Line Tracking Histogram Eq. 00:50 00:23 00:23 13:00 00:35
Maximum Curvature None 03:28 00:54 00:59 58:34 01:48
Maximum Curvature Histogram Eq. 02:45 00:54 00:59 49:03 01:49
Wide Line Detector None 00:07 00:01 00:01 02:25 00:05
Wide Line Detector Histogram Eq. 00:04 00:01 00:01 02:04 00:06
Repeated Line Tracking None 01:16 00:23 00:23 12:44 00:35
Repeated Line Tracking Histogram Eq. 00:50 00:23 00:23 13:00 00:35
Maximum Curvature None 03:28 00:54 00:59 58:34 01:48
Maximum Curvature Histogram Eq. 02:45 00:54 00:59 49:03 01:49
Wide Line Detector None 00:07 00:01 00:01 02:25 00:05
Wide Line Detector Histogram Eq. 00:04 00:01 00:01 02:04 00:06
======================== ================= ====== ====== ====== ====== ======
......
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