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 gzip encode txt-novel-0001 data.txt 10 12.263313 ± 15.8% (2) None None None 108904 1200.0 None None None -O3 -fno-ivopts -funroll-loops View View View 042efbc0124f2282
2 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.258415 ± 0.8% (2) None None None 85956 1200.0 None None None -O3 View View View 1515b69b24962b1f
3 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.506593 ± 8.2% (2) None None None 89496 1200.0 None None None -O3 -flto View View View 1d468341f437e981
4 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.232366 ± 0.1% (2) None None None 115812 1200.0 None None None -O3 -fno-tree-ch -funroll-all-loops View View View 2488e925818a581e
5 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.313214 ± 0.4% (2) None None None 84836 1200.0 None None None -O3 -fselective-scheduling2 -fno-tree-pre View View View 469c433e9d4f34cb
6 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.154724 ± 1.1% (2) None None None 92860 1200.0 None None None -O3 -fno-inline -fno-merge-all-constants -fno-tree-ccp -funroll-all-loops View View View 46ef48a584764ba7
7 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.23829 ± 1.2% (2) None None None 87616 1200.0 None None None -O3 -fno-schedule-insns -fselective-scheduling2 View View View 499e64ee98254ff4
8 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.014891 ± 3.3% (2) None None None 115044 1200.0 None None None -O3 -floop-nest-optimize -fno-sched-interblock -fno-tree-copy-prop -funroll-all-loops View View View 4fa530949718b277
9 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.517243 ± 23.7% (2) None None None 110660 1200.0 None None None -O3 -fno-if-conversion2 -funroll-loops View View View 550ebaed1a740cfb
10 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.539241 ± 12.2% (2) None None None 118860 1200.0 None None None -O3 -fno-section-anchors -fselective-scheduling2 -fno-tree-forwprop -funroll-all-loops View View View 64680920f59ce4d6
11 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.340029 ± 4.5% (2) None None None 110200 1200.0 None None None -O3 -floop-strip-mine -funroll-loops View View View 74f7e97c53bc0cd0
12 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 13.224452 ± 14.4% (2) None None None 76656 1200.0 None None None -O3 -fno-inline -flto View View View 84e82bfa9f18b9b6
13 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.434602 ± 1.3% (2) None None None 85912 1200.0 None None None -O3 -fira-algorithm=priority -fno-ivopts View View View 92a81664c81102fb
14 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.16996 ± 1.2% (2) None None None 109092 1200.0 None None None -O3 -fno-move-loop-invariants -fno-tree-ch -funroll-loops View View View 9a7e996bc06f18c3
15 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 13.178801 ± 0.8% (2) None None None 84808 1200.0 None None None -O3 -fno-guess-branch-probability -fira-loop-pressure -fno-toplevel-reorder View View View 9ce04244ac081a58
16 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.317299 ± 0.0% (2) None None None 83564 1200.0 None None None -O3 -fno-sched-spec -fno-tree-ch View View View a85bd0da9bcf1e28
17 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.232735 ± 0.3% (2) None None None 109424 1200.0 None None None -O3 -funroll-loops View View View b3d3354222b8c866
18 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.369284 ± 0.6% (2) None None None 86472 1200.0 None None None -O3 -fno-auto-inc-dec -ffinite-math-only View View View b6d1f89e4850b5d5
19 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.185165 ± 0.5% (2) None None None 114936 1200.0 None None None -O3 -fno-tree-loop-if-convert -funroll-all-loops View View View d808ffd24236a13c
20 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.503195 ± 0.9% (2) None None None 78424 1200.0 None None None -O3 -fno-omit-frame-pointer -fno-tree-loop-optimize View View View d8685bf484cb1d9c
21 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.200237 ± 0.3% (2) None None None 88000 1200.0 None None None -O3 -fpeel-loops -ftracer View View View e64f0484f3ee35e9
22 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.564517 ± 0.2% (2) None None None 85364 1200.0 None None None -O3 -fno-ivopts View View View e72de42944e48e5e
23 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.143974 ± 0.1% (2) None None None 97500 1200.0 None None None View View View f3b27a54bac81f2d
24 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip encode txt-novel-0001 data.txt 10 12.162829 ± 4.7% (2) None None None 115520 1200.0 None None None -O3 -fgcse-sm -fno-move-loop-invariants -fno-tree-forwprop -funroll-all-loops -fno-web View View View f44c3bbe5e8377a0