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 decode txt-novel-0001-gzipped data.txt.gz 30 4.047309 ± 7.6% (2) None None None 76656 1200.0 None None None -O3 -fno-inline -flto View View View f4f3baa9717f1cee
2 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip decode txt-novel-0001-gzipped data.txt.gz 30 4.042104 ± 55.4% (2) None None None 89496 1200.0 None None None -O3 -flto View View View 1ba14eae8ed8e519
3 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip decode txt-novel-0001-gzipped data.txt.gz 30 4.217295 ± 32.7% (2) None None None 85956 1200.0 None None None -O3 View View View 9a40e1b2958a89a0
4 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip decode txt-novel-0001-gzipped data.txt.gz 30 4.191595 ± 1.0% (2) None None None 85956 1200.0 None None None -O3 View View View a466d84c013c7448
5 linux-32 linux-32 BCM2709 ARMv7 Processor rev 4 (v7l) 4 gcc (Raspbian 4.9.2-10) 4.9.2 gzip decode txt-novel-0001-gzipped data.txt.gz 30 3.957991 ± 0.4% (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 a615a24c3688f021