Check the preview of 2nd version of this platform being developed by the open MLCommons taskforce on automation and reproducibility as a free, open-source and technology-agnostic on-prem platform.
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Dimensions Raw JSON files
# Host OS Target OS CPU name CPU sub-name Number of logical cores Raw compiler name Program UOA CMD key Dataset UOA Dataset file Calibration Execution time (sec.) Energy total (A15, joules) Energy total (A7, joules) Object size (bytes) Binary size (bytes) CPU freq (MHz) GPU freq (MHz) Algorithm accuracy Faults Compiler flags Compiler vars All Features Flat
features		 Point UID Reproduce
1 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 4.042795 ± 0.9% (3) None None 34564 40048 1200.0 None None None -O3 -fno-move-loop-invariants -fno-tree-ch -funroll-loops View View View 12edb93424f4bad0
2 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 4.46834 ± 1.2% (3) None None 29708 35664 1200.0 None None None -O3 -fno-guess-branch-probability -fira-loop-pressure -fno-toplevel-reorder View View View 1b86c3814640b231
3 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 3.974298 ± 0.1% (3) None None 35780 41240 1200.0 None None None -O3 -fno-if-conversion2 -funroll-loops View View View 24fb495237bc50bf
4 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 4.004142 ± 0.2% (3) None None 36968 42352 1200.0 None None None View View View 3eb0d745341c38e8
5 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 4.20508 ± 0.5% (3) None None 100376 36412 1200.0 None None None -O3 -fno-inline -flto View View View 4be98c6971407d2b
6 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 4.251767 ± 1.6% (3) None None 30524 36360 1200.0 None None None -O3 View View View 4ca0a30a4d84ce10
7 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 3.95003 ± 0.6% (3) None None 35764 41168 1200.0 None None None -O3 -fno-tree-ch -funroll-all-loops View View View 51752cd4788a6828
8 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 4.229878 ± 1.2% (3) None None 101560 37100 1200.0 None None None -O3 -flto View View View 5fe9a45d871b41ee
9 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 3.985216 ± 2.3% (3) None None 31796 37624 1200.0 None None None -O3 -fpeel-loops -ftracer View View View 68429f8fc74c2b15
10 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 3.75361 ± 1.5% (3) None None 37660 43040 1200.0 None None None -O3 -fno-section-anchors -fselective-scheduling2 -fno-tree-forwprop -funroll-all-loops View View View 6ada39aece8bc971
11 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 3.428386 ± 0.4% (3) None None 28196 34032 1200.0 None None None -O3 -fno-ivopts View View View 7aa9b3b544e4a8a7
12 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 3.871187 ± 1.7% (3) None None 37484 42864 1200.0 None None None -O3 -floop-nest-optimize -fno-sched-interblock -fno-tree-copy-prop -funroll-all-loops View View View 89ba561c4276a1ba
13 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 3.581322 ± 0.7% (3) None None 29124 34960 1200.0 None None None -O3 -fno-omit-frame-pointer -fno-tree-loop-optimize View View View 8ab846e125aceae4
14 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 3.995055 ± 0.9% (3) None None 36916 42296 1200.0 None None None -O3 -fno-tree-loop-if-convert -funroll-all-loops View View View 942b39efce96740b
15 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 4.46074 ± 0.3% (3) None None 31044 36880 600.0 None None None -O3 -fno-schedule-insns -fselective-scheduling2 View View View 99e87a94a5badc61
16 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 3.587063 ± 0.7% (3) None None 28780 34616 1200.0 None None None -O3 -fira-algorithm=priority -fno-ivopts View View View a014dda44c3a2dd2
17 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 3.875237 ± 0.2% (3) None None 37852 43232 1200.0 None None None -O3 -fgcse-sm -fno-move-loop-invariants -fno-tree-forwprop -funroll-all-loops -fno-web View View View a0743ed8045c5583
18 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 4.26997 ± 0.6% (3) None None 30620 36440 1200.0 None None None -O3 -fno-auto-inc-dec -ffinite-math-only View View View a7073fdb61a14751
19 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 3.294023 ± 0.6% (3) None None 33540 38976 1200.0 None None None -O3 -fno-ivopts -funroll-loops View View View ac7ca5263d48dea9
20 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 3.98527 ± 0.3% (3) None None 36476 41936 1200.0 None None None -O3 -floop-strip-mine -funroll-loops View View View b22119412ca7c6a4
21 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 3.982901 ± 1.7% (3) None None 35452 40912 1200.0 None None None -O3 -funroll-loops View View View c2eba5a762e4a34b
22 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 4.144725 ± 0.1% (3) None None 30780 36616 1200.0 None None None -O3 -fselective-scheduling2 -fno-tree-pre View View View c7e7933b27848769
23 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 4.007465 ± 0.1% (3) None None 36632 41924 1200.0 None None None -O3 -fno-inline -fno-merge-all-constants -fno-tree-ccp -funroll-all-loops View View View e3e46d8a117e1860
24 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 4.254849 ± 0.3% (3) None None 29844 35664 1200.0 None None None -O3 -fno-sched-spec -fno-tree-ch View View View ea64d65845dbe086
25 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 cbench-automotive-susan corners image-pgm-0001 data.pgm 100 3.386862 ± 1.5% (3) None None 28724 35044 1200.0 None None None -O3 -fno-ivopts -fselective-scheduling -fwhole-program View View View f46cee846cd4b79a