Collective Knowledge Aggregator proof-of-concept
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Select CK-powered unified experimental workflow:
[ 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 ]
This is a community-driven R&D: [ collaborative AI optimization ], [ Desktop app to crowd-optimize DNN engines and models ], [ CK-TensorFlow ], [ CK-Caffe ], [ CK intro, CK papers: 1 and 2; YouTube intro ]

Platform: CPU: OS:
GPU: GPGPU:

All raw files Type DNN Data set Classification time (sec.) Platform CPU GPGPU OS Fail? User Replay
1) b550ba11f4374795 squeezedet 6586d87502439c85 5d479f93cbec6d91
ASUS System Version (All Series) Intel(R) Core(TM) i5-4460 CPU @ 3.20GHz Windows 10 No
2) ba46de24a998980b caffe-detection-ssd-cuda 150c4895ae4d2b7a 614027880e3b4e53
ASUS System Version (All Series) Intel(R) Core(TM) i5-4460 CPU @ 3.20GHz Ubuntu 16.04.2 LTS No
3) a928433e69b742c4 caffe-classification 1bb03b817424180c 0f4768b870bb90e8
LENOVO ThinkPad X240 (20ALCTO1WW) Intel(R) Core(TM) i5-4210U CPU @ 1.70GHz Windows 10 No
4) 61faa212de831248 caffe-classification 77e1f6d64b868b38 787be47f9c4245c0
ASUS System Version (All Series) Intel(R) Core(TM) i5-4460 CPU @ 3.20GHz Ubuntu 16.04.2 LTS No
5) 9b3363bec249abae caffe-classification 77e1f6d64b868b38 f275ce00a04ad2b5

ASUS System Version (All Series) Intel(R) Core(TM) i5-4460 CPU @ 3.20GHz Ubuntu 16.04.2 LTS No
6) 7c124555f17b4922 caffe-detection-ssd 3b3f1468297fdc84 3146814ca9bb750b
HP (HP ZBook Studio G3) Intel(R) Xeon(R) CPU E3-1505M v5 @ 2.80GHz Ubuntu 16.04.2 LTS No
7) 51f7dbf418294f5b caffe-classification-opencl d9237a150e2fa53c e998352ef75d1be1
Hewlett-Packard A3009DD10303 (HP ZBook 15) Intel(R) Core(TM) i7-4800MQ CPU @ 2.70GHz Ubuntu 16.04.5 LTS No
8) a334aa08fe3b8102 squeezedet 3bb44ab090a46f2a 491794f5e8332b10



ASUS System Version (All Series) Intel(R) Core(TM) i5-4460 CPU @ 3.20GHz Ubuntu 16.04.2 LTS No
9) efa65c14b7d8049e squeezedet 94fb2baddf70563d fd9314f839bb57f6
HP (HP ZBook Studio G3) Intel(R) Xeon(R) CPU E3-1505M v5 @ 2.80GHz Ubuntu 16.04.2 LTS No
10) c4fa4841a7ce77b6 caffe-detection-ssd-cuda 150c4895ae4d2b7a 6f98e8495986d104
ASUS System Version (All Series) Intel(R) Core(TM) i5-4460 CPU @ 3.20GHz Ubuntu 16.04.2 LTS No
11) 94f099d6c09b9ff0 caffe-detection-ssd 4b9c9a00524a20c3 b99487a053e6416e
System manufacturer System Version (System Product Name) Intel(R) Core(TM) i3-6100 CPU @ 3.70GHz Ubuntu 16.04.5 LTS No
12) 24dec9aef10bf2ff squeezedet fc48c8dae6ccf25f 2e15c8e0c40dc87a
ASUSTeK COMPUTER INC. 1.0 (X751LJ) Intel(R) Core(TM) i3-5010U CPU @ 2.10GHz Windows 10 No
13) 8f6effe4bb674a2b caffe-detection-ssd 2ce52cbd94abbbf2 6f98e8495986d104






ASUS System Version (All Series) Intel(R) Core(TM) i5-4460 CPU @ 3.20GHz Ubuntu 16.04.2 LTS No

Developed by Grigori Fursin           
Implemented as a CK workflow
                         
   
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