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 zlib decode video-raw-0001-deflated data 100 12.222364 ± 0.1% (3) None None 114844 101448 1200.0 None None None -O3 View View View 46049203405c5347
2 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 zlib decode video-raw-0001-deflated data 100 11.932622 ± 0.4% (3) None None 114100 101072 1200.0 None None None View View View 585924ff79b65cd8
3 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 zlib decode video-raw-0001-deflated data 100 12.240924 ± 0.7% (3) None None 114844 101448 1200.0 None None None -O3 View View View 6c5ed2155659400d
4 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 zlib decode video-raw-0001-deflated data 100 12.099431 ± 0.7% (3) None None 512944 54272 1200.0 None None None View View View a25bca7292444d27
5 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 zlib decode video-raw-0001-deflated data 100 11.996505 ± 0.5% (3) None None 93596 81648 1200.0 None None None View View View ec68f94ce88d2200
6 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 zlib decode video-raw-0001-deflated data 100 11.941724 ± 0.3% (3) None None 112256 98944 1200.0 None None None View View View f62ddc404a937e24