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 12.188922 ± 0.6% (3) None None 93628 81608 1200.0 None None None -O2 View View View
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 13.765844 ± 0.3% (3) None None 95820 83760 1200.0 None None None -O1 View View View 1a49104607b20f2a
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 13.545546 ± 0.3% (3) None None 87840 78116 1200.0 None None None -Os View View View 2432890269556b39
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 12.240924 ± 0.7% (3) None None 114844 101448 1200.0 None None None -O3 View View View 6c5ed2155659400d
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 41.310993 ± 0.1% (3) None None 142484 131140 1200.0 None None None -O0 View View View 8f183029cd4e9098
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 12.188922 ± 0.6% (3) None None 93628 81608 1200.0 None None None -O2 View View View 949459fac1a0db7b