Collective Knowledge Aggregator proof-of-concept
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[ Participated users, platforms, OS, CPU, GPU, GPGPU, NN, NPU ] [ How to participate ] [ Motivation (PPT) (PDF) ] [ Papers 1 , 2 , 3] [ Android app ] [ Collective training set ] [ Unified AI ]

All WA results

This is an on-going long-term project. Please check our vision [ ARM TechCon'16, DATE'16, CPC'15, JSP'14, YouTube ] and CK-WA GitHub repo for more details!

Scenario: Workload: Platform:
CPU: OS: GPU:

All raw files Workload Scenario Platform serial number / adb device ID CPU GPU OS APK WA version Fail? Choices Characteristics JSON results Replay
1) 14637a86679d871e andebench - UNKNOWN HIKEY 192.168.0.29:3155 unknown-arm64-v8a ARM Mali-450 MP Android 7.0 No 96.7 ± 2.9 sec.
wa-output ]
2) 2640b24c7a1e4bf6 andebench - UNKNOWN MSM8916 FOR ARM64 192.168.0.28:3154 Qualcomm Technologies, Inc APQ8016 Qualcomm Adreno (TM) 306 Android 5.1.1 Yes wa-output ]
3) 7704178734f42b08 dhrystone - SAMSUNG SM-G930F 9886674d3359493432 unknown-arm64-v8a ARM Mali-T880 Android 6.0.1 trunk-3b052cc No 4.0 ± 0.1 sec.
wa-output ]
4) 4d06e4900c847618 dhrystone - SAMSUNG GT-S6312 0ab78686 QCT MSM7625a FFA Qualcomm Adreno (TM) 200 Android 4.1.2 trunk-3b052cc No 109.3 ± 0.3 sec.
wa-output ]
5) 5f946f685cc8c008 dhrystone cpu SAMSUNG SM-G930F 9886674d3359493432 unknown-arm64-v8a ARM Mali-T880 Android 6.0.1 trunk-3b052cc No 4.2 ± 0.0 sec.
wa-output ]
6) fed4b29940d09272 dhrystone - LGE LM-V600N LMV600N317f5d42 Qualcomm Technologies, Inc KONA Qualcomm Adreno (TM) 650 Android 10 3.2.0.dev1 Yes
7) d29240a29dab1d2e dhrystone - SAMSUNG GT-S5360 0123456789ABCDEF BCM21553 ThunderbirdEDN31 platform Android 2.3.6 trunk-3b052cc Yes 1.7 sec.
8) be0721ea49ba911c dhrystone - ENSPERT OZZY 0123456789ABCDEF MT6572 ARM Mali-400 MP Android 4.2.2 trunk-3b052cc No 100.5 ± 0.2 sec.
wa-output ]
9) 1c15a61642d2a22a dhrystone - MEIZU M3 NOTE L91HVCP5225AL MT6755M ARM Mali-T860 Android 5.1 trunk-fa7d89d Yes
10) 4aacf9cea653cfea dhrystone - SAMSUNG SM-N910C 4100fa45e436b1f9 Samsung EXYNOS5433 ARM Mali-T760 Android 5.0.1 trunk-fa7d89d No 8.8 ± 0.0 sec.
wa-output ]
11) 31f08f244818afa1 dhrystone - HUAWEI Y330-U01 SWQ49TFIT8YLU4DE MT6572 ARM Mali-400 MP Android 4.2.2 trunk-3b052cc No 50.6 ± 0.1 sec.
wa-output ]
12) d9cbb370dbc2cdca googlephotos - SAMSUNG SM-G930F 9886674d3359493432 unknown-arm64-v8a ARM Mali-T880 Android 6.0.1 trunk-3b052cc No 110.7 ± 3.6 sec.
wa-output ]
13) a8f58659d8fb1d7f googlephotos - SAMSUNG SM-N910C 4100fa45e436b1f9 Samsung EXYNOS5433 ARM Mali-T760 Android 5.0.1 trunk-fa7d89d Yes wa-output ]
14) c18ea76b505e32d4 skype - SAMSUNG SM-G930F 9886674d3359493432 unknown-arm64-v8a ARM Mali-T880 Android 6.0.1 trunk-3b052cc Yes 86.3 sec.
wa-output ]
15) d2b0f4a02812d1fe skype - HUAWEI Y330-U01 SWQ49TFIT8YLU4DE MT6572 ARM Mali-400 MP Android 4.2.2 trunk-3b052cc Yes 6.8 sec.
wa-output ]
16) 8876a59b4dbeb159 youtube - SAMSUNG SM-G930F 9886674d3359493432 unknown-arm64-v8a ARM Mali-T880 Android 6.0.1 trunk-3b052cc No 61.7 ± 0.0 sec.
wa-output ]
17) ce227e134f84a304 youtube - SAMSUNG SM-N910C 4100fa45e436b1f9 Samsung EXYNOS5433 ARM Mali-T760 Android 5.0.1 trunk-fa7d89d Yes wa-output ]

Developed by Grigori Fursin           
Implemented as a CK workflow
                         
   
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