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 4.252223 ± 0.7% (3) None None 30524 36360 1200.0 None None None -O3 View View View 408bd9128d304637
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 4.251767 ± 1.6% (3) None None 30524 36360 1200.0 None None None -O3 View View View 4ca0a30a4d84ce10
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 3.428386 ± 0.4% (3) None None 28196 34032 1200.0 None None None -O3 -fno-ivopts View View View 7aa9b3b544e4a8a7
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 3.294023 ± 0.6% (3) None None 33540 38976 1200.0 None None None -O3 -fno-ivopts -funroll-loops View View View ac7ca5263d48dea9
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 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