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

Scenario:  DNN engine:  Model:  Platform:  OS:  CPU:  CPU ABI:  GPU: 

These are raw results from the community used mainly for a proof-of-concept of our collaborative approach to adapt to a Cambrian AI/SW/HW chaos by crowdsourcing learning, optimization and co-design across diverse devices, models and data sets. Join Collective Knowledge consortium and/or participate in open ReQuEST tournaments to co-design Pareto-efficient SW/HW/model stack for deep learning and other emerging workloads!

Too many species (886) - see 150 top performing species or prune list further!

Device cost (X axis, €) vs image classification time (Y axis, s.) vs model size (dot size) vs model TOP5 ImageNet accuracy (darker colors for lower accuracy). Red dots - surviving species for a given realistic AI scenario.

# Platform Crowd scenario Versions Model weight size Total time (min/max sec.) Init network time (min/max sec.) Image preparation (min/max sec.) Classification time (min/max sec.) Prediction probability Power consumption (W)
min / max
Memory usage (MB) Model accuracy on ImageNet Model topology and parameters HW costs All usage costs (preparation, training, inference, errors, etc) Mispredictions and unexpected behavior Image features CPU CPU ABI GPU OS Data UID / Behavior UID User
1 XIAOMI MI MAX Caffe CPU v2: SqueezeNet 1.1 5 MB 0.354 / 0.724 0.091 / 0.121 0.002 / 0.003 0.199 / 0.565 0.1846  - - 0.58388 / 0.810123 deploy.prototxt 235 EUR - Xiaomi Mi Max Dual SIM 32GB Gold (20170401) 176 x 144 Qualcomm Technologies, Inc MSM8976 arm64-v8a Qualcomm Adreno (TM) 510 Android 6.0.1 596b374bd3490c0f f12fd4204ac29e11
2 ZUK Z2151 Caffe CPU: SqueezeNet 1.1 5 MB 0.371 / 0.967 0.050 / 0.062 0.001 / 0.002 0.236 / 0.827 0.1419  - - 0.58388 / 0.810123 deploy.prototxt 270 EUR - Lenovo ZUK Edge Z2151 64Go (20170901) 160 x 120 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.0 6a4314875bbffaca f465996db346b6f4
3 XIAOMI MI 5 Caffe CPU: SqueezeNet 1.1 5 MB 0.415 / 1.213 0.046 / 0.069 0.001 / 0.002 0.242 / 1.000 0.1665  - - 0.58388 / 0.810123 deploy.prototxt 317 EUR - Xiaomi Mi 5s 64 Go Gold (20170901) 0.1665 - "n03095699 container ship, containership, container vessel"
Battery

0.2605 - "n03793489 mouse, computer mouse"
Headphones

0.1077 - "n03920288 Petri dish"
cd

0.0838 - "n01632777 axolotl, mud puppy, Ambystoma mexicanum"
ceiling fan
176 x 144 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 6.0.1 3aefbd46e24f2fb3 8f3b92edf74bf7b0 Vasilisa.sheromova@gmail.com
4 GOOGLE PIXEL Caffe CPU: SqueezeNet 1.1 5 MB 0.435 / 0.672 0.047 / 0.065 0.076 / 0.079 0.205 / 0.482 0.0876  - - 0.58388 / 0.810123 deploy.prototxt 481 EUR - Google Pixel 32Go SPW (20170909) 1944 x 2268 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.1.1 40c69fe91fe3718b 40e45c415eb1c659
5 SAMSUNG SM-G950F Caffe CPU v2: SqueezeNet 1.1 5 MB 0.446 / 1.090 0.066 / 0.069 0.000 / 0.290
bug detected - check further
0.365 / 0.773 0.0118  - - 0.58388 / 0.810123 deploy.prototxt 659 EUR - Samsung Galaxy S8 Black 64Gb (20170901) 3024 x 4032 0x53-8-0x4-0x001-0 arm64-v8a ARM Mali-G71 Android 7.0 4f5e469714c95a30 caec06d091152dcc
6 MOTOROLA XT1650 Caffe CPU: SqueezeNet 1.1 5 MB 0.459 / 0.480 0.050 / 0.053 0.104 / 0.113 0.199 / 0.217 0.5185  - - 0.58388 / 0.810123 deploy.prototxt 459 EUR - Moto Z Black 32Gb (20170901) 2592 x 1944 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 6.0.1 0495e811821531b6 b430bbb48009ba58
7 SAMSUNG SM-G930V Caffe CPU: SqueezeNet 1.1 5 MB 0.461 / 1.019 0.044 / 0.052 0.036 / 0.043 0.293 / 0.827 0.1673  - - 0.58388 / 0.810123 deploy.prototxt 0.1673 - "n02786058 Band Aid"
hand
1920 x 1080 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 6.0.1 c584d1c80db059b8 f5137ec19eff468e
8 XIAOMI MIX Caffe CPU: SqueezeNet 1.1 5 MB 0.490 / 1.130 0.041 / 0.048 0.001 / 0.002 0.357 / 1.000 0.5990  - - 0.58388 / 0.810123 deploy.prototxt - 176 x 144 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 6.0.1 cfbe244069725c4c 083ca4ec5feb357b
9 SAMSUNG SM-G930F Caffe CPU v2: SqueezeNet 1.1 5 MB 0.496 / 2.682 0.062 / 0.119 0.218 / 0.338 0.159 / 1.566 0.0118  0.7 / 7.2 - 0.58388 / 0.810123 deploy.prototxt 700 EUR - Samsung Galaxy S7 Black 32GO (20160101) 0.2864 - "n09332890 lakeside, lakeshore"
lake

0.1503 - "n04548362 wallet, billfold, notecase, pocketbook"
electronic Circuit board

0.0441 - "n03929660 pick, plectrum, plectron"
thumb, finger

0.2228 - "n04553703 washbasin, handbasin, washbowl, lavabo, wash-hand basin"
Shower head
3024 x 4032 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 94190be6ccf67827 7394de4791c49609
10 HUAWEI NEXUS 6P Caffe CPU v2: SqueezeNet 1.1 5 MB 0.498 / 0.576 0.183 / 0.189 0.010 / 0.010 0.258 / 0.340 0.2322  - - 0.58388 / 0.810123 deploy.prototxt 499 EUR - Huawei Nexus 6P 32 Go Graphite (20170909) 360 x 420 Qualcomm Technologies, Inc MSM8994 arm64-v8a Qualcomm Adreno (TM) 430 Android 7.1.1 fac7d03f1fb7248d 43447ed2f8445618
11 LGE LGM-G600L Caffe CPU v2: SqueezeNet 1.1 5 MB 0.501 / 1.198 0.105 / 0.116 0.243 / 0.281 0.103 / 0.805 0.0118  - - 0.58388 / 0.810123 deploy.prototxt - 3024 x 4032 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.0 448158567051e5e1 6c071a4cff8b4147
12 SAMSUNG SM-G935A Caffe CPU: SqueezeNet 1.1 5 MB 0.528 / 1.227 0.044 / 0.069 0.057 / 0.099 0.321 / 0.963 0.3278  - - 0.58388 / 0.810123 deploy.prototxt 649 EUR - Samsung Galaxy S7 Edge 32 Go (20170909) 0.3278 - "n04049303 rain barrel"
Golf Cup
2000 x 1440 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 6.0.1 1e0149f8a09d55c5 39f2f51e95da409b
13 XIAOMI REDMI NOTE 4 Caffe CPU v2: SqueezeNet 1.0 6 MB 0.554 / 5.690 0.148 / 0.250 0.002 / 0.004 0.331 / 5.334 0.2145  - - 0.576801 / 0.803903 deploy.prototxt 229 EUR - XIAOMI Redmi Note 4 (20170909) 0.2145 - "n03047690 clog, geta, patten, sabot"
0.0100 - "n04133789 sandal"

0.3314 - "n04404412 television, television system"
0.3314 - "n04404412 television, television system"
144 x 176 Qualcomm Technologies, Inc MSM8953 arm64-v8a Qualcomm Adreno (TM) 506 Android 6.0.1 19f639d9cf48eaa9 3a94fe42c99fe577
14 SAMSUNG SM-G930F Caffe CPU v2: SqueezeNet 1.1 5 MB 0.557 / 1.236 0.065 / 0.119 0.223 / 0.246 0.195 / 0.765 0.7123  0.7 / 7.2 - 0.58388 / 0.810123 deploy.prototxt 700 EUR - Samsung Galaxy S7 Black 32GO (20160101) 4032 x 3024 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 6.0.1 90997cfa622c732e a31fcb4bc24af69b grigori.fursin@ctuning.org
15 GOOGLE PIXEL Caffe CPU v2: SqueezeNet 1.1 5 MB 0.558 / 0.999 0.117 / 0.160 0.283 / 0.358 0.106 / 0.447 0.0118  - - 0.58388 / 0.810123 deploy.prototxt 481 EUR - Google Pixel 32Go SPW (20170909) 3024 x 4032 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.1.2 a4e569c676358852 00880f47d5a988e3
16 MOTOROLA XT1650 Caffe CPU: SqueezeNet 1.1 5 MB 0.560 / 0.639 0.049 / 0.053 0.225 / 0.249 0.203 / 0.239 0.2320  - - 0.58388 / 0.810123 deploy.prototxt 459 EUR - Moto Z Black 32Gb (20170901) 3120 x 3640 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 6.0.1 0495e811821531b6 58970e814e75920c
17 ZUK Z2151 Caffe CPU: SqueezeNet 1.1 5 MB 0.572 / 1.053 0.052 / 0.059 0.130 / 0.145 0.322 / 0.774 0.1871  - - 0.58388 / 0.810123 deploy.prototxt 270 EUR - Lenovo ZUK Edge Z2151 64Go (20170901) 2856 x 2448 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.0 6a4314875bbffaca 11a4ee0924296271
18 GOOGLE PIXEL Caffe CPU: SqueezeNet 1.1 5 MB 0.582 / 1.003 0.040 / 0.133 0.227 / 0.301 0.203 / 0.631 0.2580  - - 0.58388 / 0.810123 deploy.prototxt 481 EUR - Google Pixel 32Go SPW (20170909) 4048 x 3036 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.1.1 40c69fe91fe3718b ebfd4ebcb794eaeb
19 ZUK Z2 PLUS Caffe CPU v2: SqueezeNet 1.0 6 MB 0.594 / 1.290 0.121 / 0.170 0.200 / 0.374 0.212 / 0.703 0.2435  - - 0.576801 / 0.803903 deploy.prototxt 455 EUR - Lenovo ZUK Z2 Pro (20170909) 0.2435 - "n04596742 wok"
0.2435 - "n04596742 wok"

0.1320 - "n03063599 coffee mug"
0.1320 - "n03063599 coffee mug"

0.0776 - "n03461385 grocery store, grocery, food market, market"
bento

0.2080 - "n07579787 plate"
burger
3640 x 3120 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 7.1.1 a504df4bf9434f3f 36cab421c9e6ec5c
20 ZUK Z2151 Caffe CPU: SqueezeNet 1.1 5 MB 0.628 / 1.341 0.051 / 0.055 0.232 / 0.252 0.241 / 0.959 0.4284  - - 0.58388 / 0.810123 deploy.prototxt 270 EUR - Lenovo ZUK Edge Z2151 64Go (20170901) 3640 x 3120 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.0 6a4314875bbffaca 66c2aa4343ad74c0
21 MOTOROLA XT1650 Caffe CPU: SqueezeNet 1.1 5 MB 0.630 / 1.089 0.051 / 0.086 0.287 / 0.309 0.199 / 0.601 0.2279  - - 0.58388 / 0.810123 deploy.prototxt 459 EUR - Moto Z Black 32Gb (20170901) 0.2279 - "n03908618 pencil box, pencil case"
USB drive
3120 x 4160 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 6.0.1 0495e811821531b6 b0b704ae9741638a
22 HISENSE C20 Caffe CPU v2: SqueezeNet 1.1 5 MB 0.630 / 1.082 0.255 / 0.288 0.010 / 0.015 0.282 / 0.681 0.0587  - - 0.58388 / 0.810123 deploy.prototxt 229 EUR - Hisense C20 Noir (20170909) 352 x 288 Qualcomm Technologies, Inc MSM8929 arm64-v8a Qualcomm Adreno (TM) 405 Android 5.1.1 eee52a46389ec270 29ce5f9dbb9d0c74
23 GOOGLE PIXEL XL Caffe CPU: SqueezeNet 1.1 5 MB 0.632 / 1.442 0.046 / 0.088 0.221 / 0.390 0.243 / 1.025 0.6017  - - 0.58388 / 0.810123 deploy.prototxt 541 EUR - Google Pixel XL 32Gb black (20170909) 4048 x 3036 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.1.1 b4d8043e9b7903f7 5c51fa0647568e24
24 ZUK Z2151 Caffe CPU: SqueezeNet 1.1 5 MB 0.684 / 0.691 0.051 / 0.052 0.311 / 0.317 0.237 / 0.245 0.9003  - - 0.58388 / 0.810123 deploy.prototxt 270 EUR - Lenovo ZUK Edge Z2151 64Go (20170901) 3024 x 4032 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.0 6a4314875bbffaca c0a78141d2852df9
25 GOOGLE PIXEL XL Caffe CPU: SqueezeNet 1.1 5 MB 0.687 / 0.790 0.045 / 0.073 0.051 / 0.053 0.522 / 0.560 0.2001  - - 0.58388 / 0.810123 deploy.prototxt 541 EUR - Google Pixel XL 32Gb black (20170909) 2000 x 1440 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.1.1 b4d8043e9b7903f7 6746cbd95ca4e8b8
26 SAMSUNG SM-G935A Caffe CPU: SqueezeNet 1.1 5 MB 0.693 / 0.973 0.046 / 0.051 0.272 / 0.277 0.226 / 0.526 0.9003  - - 0.58388 / 0.810123 deploy.prototxt 649 EUR - Samsung Galaxy S7 Edge 32 Go (20170909) 3024 x 4032 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 6.0.1 1e0149f8a09d55c5 1aa38f5b8f9a7a37
27 GOOGLE PIXEL Caffe CPU: SqueezeNet 1.1 5 MB 0.697 / 0.992 0.050 / 0.099 0.275 / 0.306 0.240 / 0.516 0.9003  - - 0.58388 / 0.810123 deploy.prototxt 481 EUR - Google Pixel 32Go SPW (20170909) 3024 x 4032 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.1.1 40c69fe91fe3718b f4b4d8b6b65f13fe
28 XIAOMI MI 5 Caffe CPU: SqueezeNet 1.1 5 MB 0.700 / 1.269 0.046 / 0.048 0.256 / 0.268 0.276 / 0.838 0.0874  - - 0.58388 / 0.810123 deploy.prototxt 317 EUR - Xiaomi Mi 5s 64 Go Gold (20170901) 3456 x 4032 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 6.0.1 3aefbd46e24f2fb3 128c90c457f479b8
29 SAMSUNG SM-G935F Caffe CPU: SqueezeNet 1.1 5 MB 0.703 / 1.695 0.042 / 0.081 0.230 / 0.300 0.328 / 1.253 0.9003  - - 0.58388 / 0.810123 deploy.prototxt 3024 x 4032 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 6.0.1 fa98e50cf13b1e4a c5c414185b6fe7e6
30 SAMSUNG SM-G950U Caffe CPU v2: SqueezeNet 1.1 5 MB 0.729 / 1.077 0.070 / 0.079 0.222 / 0.225 0.384 / 0.745 0.0712  - - 0.58388 / 0.810123 deploy.prototxt 809 EUR - Smartphone Samsung Galaxy S8 64 Gb (20170909) 0.0712 - "n03598930 jigsaw puzzle"
Octopus, cookie
3024 x 3024 Qualcomm Technologies, Inc MSM8998 arm64-v8a Qualcomm Adreno (TM) 540 Android 7.0 19f7b8a52232faab 3889ab1c25c3f71e
31 XIAOMI MI 5 Caffe CPU: SqueezeNet 1.1 5 MB 0.775 / 1.543 0.059 / 0.062 0.320 / 0.347 0.245 / 0.982 0.9003  - - 0.58388 / 0.810123 deploy.prototxt 317 EUR - Xiaomi Mi 5s 64 Go Gold (20170901) 3024 x 4032 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 6.0.1 3aefbd46e24f2fb3 a8c87cc9220feede Vasilisa.sheromova@gmail.com
32 GOOGLE PIXEL XL Caffe CPU: SqueezeNet 1.1 5 MB 0.800 / 0.872 0.053 / 0.085 0.287 / 0.315 0.295 / 0.421 0.9003  - - 0.58388 / 0.810123 deploy.prototxt 541 EUR - Google Pixel XL 32Gb black (20170909) 3024 x 4032 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.1.1 b4d8043e9b7903f7 c2a9efdf58e4b978
33 OPPO MSM8916 FOR ARM64 Caffe CPU v2: SqueezeNet 1.0 6 MB 0.819 / 0.935 0.262 / 0.276 0.006 / 0.008 0.480 / 0.596 0.0411  - - 0.576801 / 0.803903 deploy.prototxt - 320 x 240 Qualcomm Technologies, Inc MSM8916 arm64-v8a Qualcomm Adreno (TM) 306 Android 5.1.1 e4efcd8e96e4c9eb 242438a0467c921b
34 GOOGLE PIXEL Caffe CPU v2: SqueezeNet 1.1 5 MB 0.829 / 0.925 0.136 / 0.163 0.245 / 0.250 0.393 / 0.467 0.1155  - - 0.58388 / 0.810123 deploy.prototxt 481 EUR - Google Pixel 32Go SPW (20170909) 0.1155 - "n02870880 bookcase"
0.1155 - "n02870880 bookcase"
4048 x 3036 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.1.2 a4e569c676358852 dce096280774315a
35 SAMSUNG SM-G930S Caffe CPU v2: SqueezeNet 1.1 5 MB 0.845 / 1.399 0.067 / 0.072 0.011 / 0.013 0.731 / 1.292 0.1472  - - 0.58388 / 0.810123 deploy.prototxt - 860 x 720 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 99db417e923b40f8 6ffd84aeabedb23c
36 SAMSUNG SM-G950F Caffe CPU v2: SqueezeNet 1.0 6 MB 0.848 / 0.959 0.064 / 0.069 0.002 / 0.003 0.729 / 0.844 0.0659  - - 0.576801 / 0.803903 deploy.prototxt 659 EUR - Samsung Galaxy S8 Black 64Gb (20170901) 337 x 337 0x53-8-0x4-0x001-0 arm64-v8a ARM Mali-G71 Android 7.0 f0b2b120a4ad5b6a 84014ed79eba9279
37 XIAOMI MI MAX Caffe CPU v2: SqueezeNet 1.1 5 MB 0.854 / 1.060 0.118 / 0.220 0.396 / 0.442 0.249 / 0.301 0.0118  - - 0.58388 / 0.810123 deploy.prototxt 235 EUR - Xiaomi Mi Max Dual SIM 32GB Gold (20170401) 3024 x 4032 Qualcomm Technologies, Inc MSM8976 arm64-v8a Qualcomm Adreno (TM) 510 Android 6.0.1 596b374bd3490c0f f35d3c698949198f
38 SAMSUNG SM-G930S Caffe CPU v2: SqueezeNet 1.1 5 MB 0.912 / 1.179 0.066 / 0.095 0.133 / 0.145 0.656 / 0.927 0.1044  - - 0.58388 / 0.810123 deploy.prototxt - 2268 x 3150 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 99db417e923b40f8 e8859540089fa908
39 SAMSUNG SM-G930F Caffe CPU v2: SqueezeNet 1.1 5 MB 0.916 / 1.037 0.064 / 0.074 0.135 / 0.136 0.672 / 0.803 0.0557  0.7 / 7.2 - 0.58388 / 0.810123 deploy.prototxt 700 EUR - Samsung Galaxy S7 Black 32GO (20160101) 2856 x 2448 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 94190be6ccf67827 6c5903466a95303d
40 SAMSUNG SM-G950F Caffe CPU v2: SqueezeNet 1.0 6 MB 0.922 / 1.029 0.066 / 0.069 0.246 / 0.249 0.563 / 0.663 0.0401  - - 0.576801 / 0.803903 deploy.prototxt 659 EUR - Samsung Galaxy S8 Black 64Gb (20170901) 4032 x 3024 0x53-8-0x4-0x001-0 arm64-v8a ARM Mali-G71 Android 7.0 f0b2b120a4ad5b6a 0c97244842669341
41 XIAOMI MAX Caffe CPU v2: SqueezeNet 1.1 5 MB 0.923 / 1.590 0.091 / 0.126 0.449 / 0.452 0.305 / 0.933 0.3617  - - 0.58388 / 0.810123 deploy.prototxt 235 EUR - Xiaomi Mi Max Dual SIM 32GB Gold (20170401) 4608 x 2592 Qualcomm Technologies, Inc MSM8976 arm64-v8a Qualcomm Adreno (TM) 510 Android 7.0 7f0afbd14940e83b 81c4c408acdb30d6
42 MOTOROLA XT1650 Caffe CPU: SqueezeNet 1.1 5 MB 0.959 / 1.032 0.056 / 0.065 0.303 / 0.380 0.478 / 0.493 0.9003  - - 0.58388 / 0.810123 deploy.prototxt 459 EUR - Moto Z Black 32Gb (20170901) 3024 x 4032 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 6.0.1 0495e811821531b6 81e4ae3899654fe7
43 SAMSUNG SM-G935A Caffe CPU v2: SqueezeNet 1.1 5 MB 0.964 / 1.203 0.120 / 0.133 0.276 / 0.293 0.524 / 0.748 0.0118  - - 0.58388 / 0.810123 deploy.prototxt 3024 x 4032 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 7.0 448108209d548ba6 164a4b6a4cd3bbbe
44 SAMSUNG SM-G930F Caffe CPU v2: SqueezeNet 1.1 5 MB 0.979 / 1.367 0.064 / 0.065 0.012 / 0.012 0.869 / 1.261 0.1641  0.7 / 7.2 - 0.58388 / 0.810123 deploy.prototxt 700 EUR - Samsung Galaxy S7 Black 32GO (20160101) 759 x 693 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 94190be6ccf67827 46d8545aee6c5722
45 SAMSUNG SM-G930S Caffe CPU v2: SqueezeNet 1.0 6 MB 0.996 / 1.700 0.063 / 0.085 0.015 / 0.023 0.874 / 1.562 0.0834  - - 0.576801 / 0.803903 deploy.prototxt - 1000 x 720 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 e4b5a2114df3a6ce f649680918d54d1d
46 SAMSUNG SM-G930F Caffe CPU v2: SqueezeNet 1.1 5 MB 1.005 / 1.178 0.064 / 0.068 0.013 / 0.015 0.898 / 1.068 0.0205  0.7 / 7.2 - 0.58388 / 0.810123 deploy.prototxt 700 EUR - Samsung Galaxy S7 Black 32GO (20160101) 826 x 693 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 94190be6ccf67827 34289b039ca7cd50
47 CUBOT CHEETAH 2 Caffe CPU v2: SqueezeNet 1.1 5 MB 1.008 / 2.058 0.243 / 0.272 0.317 / 0.366 0.350 / 1.394 0.0451  - - 0.58388 / 0.810123 deploy.prototxt - 2560 x 1920 MT6753 arm64-v8a ARM Mali-T720 Android 7.0 1bdae96b201e407e a7154274c478bcc9
48 SAMSUNG SM-G930F Caffe CPU v2: SqueezeNet 1.1 5 MB 1.015 / 1.065 0.062 / 0.069 0.235 / 0.269 0.675 / 0.709 0.1208  0.7 / 7.2 - 0.58388 / 0.810123 deploy.prototxt 700 EUR - Samsung Galaxy S7 Black 32GO (20160101) 2268 x 4032 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 94190be6ccf67827 5f5ae9d94334694b
49 SAMSUNG SM-G930F Caffe CPU v2: SqueezeNet 1.1 5 MB 1.045 / 1.095 0.064 / 0.068 0.007 / 0.007 0.935 / 0.954 0.2288  0.7 / 7.2 - 0.58388 / 0.810123 deploy.prototxt 700 EUR - Samsung Galaxy S7 Black 32GO (20160101) 500 x 428 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 94190be6ccf67827 4c3492180a8c373f
50 XIAOMI MAX Caffe OpenCL: BVLC GoogleNet 54 MB 1.060 / 1.264 0.000 / 0.000
bug detected - check further
0.000 / 0.000
bug detected - check further
0.000 / 0.000
bug detected - check further
- - 0.689299 / 0.891441 deploy.prototxt 235 EUR - Xiaomi Mi Max Dual SIM 32GB Gold (20170401)
Bug detected
1250 x 900 Qualcomm Technologies, Inc MSM8976 arm64-v8a Qualcomm Adreno (TM) 510 Android 7.0 5f9afc4c64dc4c51 f564c04a369bf269
51 XIAOMI REDMI NOTE 4 Caffe CPU v2: SqueezeNet 1.1 5 MB 1.066 / 1.271 0.166 / 0.285 0.221 / 0.302 0.525 / 0.713 0.0028  - - 0.58388 / 0.810123 deploy.prototxt 229 EUR - XIAOMI Redmi Note 4 (20170909) 2560 x 1920 MT6797M arm64-v8a ARM Mali-T880 Android 6.0 02e564f85aad512a a39578430eb0c9bc
52 SAMSUNG SM-G930S Caffe CPU v2: SqueezeNet 1.0 6 MB 1.068 / 1.563 0.063 / 0.067 0.074 / 0.081 0.881 / 1.389 0.1072  - - 0.576801 / 0.803903 deploy.prototxt - 2592 x 1458 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 e4b5a2114df3a6ce 4b1ff484cc44585f
53 MOTOROLA XT1650 Caffe CPU v2: SqueezeNet 1.0 6 MB 1.069 / 1.485 0.173 / 0.187 0.431 / 0.433 0.400 / 0.814 0.0059  - - 0.576801 / 0.803903 deploy.prototxt 3024 x 4032 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 7.1.1 1deb4e8eba95477d 27cd9943acbeb723
54 SAMSUNG SM-G930F Caffe CPU: SqueezeNet 1.1 5 MB 1.078 / 1.401 0.040 / 0.082 0.233 / 0.293 0.697 / 0.889 0.5087  0.7 / 7.2 - 0.58388 / 0.810123 deploy.prototxt 700 EUR - Samsung Galaxy S7 Black 32GO (20160101) 4032 x 3024 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 6.0.1 4400911fe837658d 6f78a04ef78f78c3 grigori.fursin@ctuning.org
55 GOOGLE PIXEL Caffe CPU: SqueezeNet 1.0 6 MB 1.093 / 1.195 0.051 / 0.060 0.232 / 0.258 0.643 / 0.755 0.1941  - - 0.576801 / 0.803903 deploy.prototxt 481 EUR - Google Pixel 32Go SPW (20170909) 4048 x 3036 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.1.1 1cc9b5716d89b438 d4091263d14c356c
56 MOTOROLA XT1585 Caffe CPU v2: SqueezeNet 1.1 5 MB 1.100 / 1.590 0.096 / 0.143 0.388 / 0.395 0.508 / 1.021 0.2612  - - 0.58388 / 0.810123 deploy.prototxt 0.2612 - "n02988304 CD player"
steering wheel
5344 x 3006 Qualcomm Technologies, Inc MSM8994 arm64-v8a Qualcomm Adreno (TM) 430 Android 7.0 d74d900594711b43 58b851d521405f1b
57 SAMSUNG SM-G935F Caffe CPU v2: SqueezeNet 1.1 5 MB 1.123 / 1.612 0.064 / 0.116 0.230 / 0.274 0.700 / 1.249 0.0595  - - 0.58388 / 0.810123 deploy.prototxt 0.1381 - "n02840245 binder, ring-binder"
exercise book

0.0833 - "n04037443 racer, race car, racing car"
headphones
4032 x 3024 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 fdd7a6ddd417ea7f 8b49e7a2224e35a3
58 XIAOMI MI 5 Caffe CPU: BVLC GoogleNet 54 MB 1.130 / 1.215 0.380 / 0.402 0.001 / 0.003 0.615 / 0.706 0.0647  - - 0.689299 / 0.891441 deploy.prototxt 317 EUR - Xiaomi Mi 5s 64 Go Gold (20170901) 0.0647 - "n02441942 weasel"
foot
176 x 144 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 6.0.1 a60d49acaf454c97 513467481085536c
59 ALPS E5533 Caffe CPU: SqueezeNet 1.1 5 MB 1.136 / 3.080 0.099 / 0.365 0.618 / 0.769 0.329 / 1.242 0.2296  - - 0.58388 / 0.810123 deploy.prototxt 228 EUR - Sony Xperia C5 Ultra Dual 16 Gb (20170909) 4096 x 3072 MT6752 arm64-v8a ARM Mali-T760 Android 6.0 dd08728f325dfe0e 4934e08eba512d1c
60 ASUS Z012D Caffe CPU v2: SqueezeNet 1.1 5 MB 1.137 / 1.175 0.147 / 0.150 0.016 / 0.017 0.927 / 0.970 0.1841  - - 0.58388 / 0.810123 deploy.prototxt - 556 x 648 Qualcomm Technologies, Inc MSM8953 arm64-v8a Qualcomm Adreno (TM) 506 Android 7.0 2c1be8a798bf49e0 49c5be674845d644
61 SAMSUNG SM-G930S Caffe CPU v2: SqueezeNet 1.1 5 MB 1.142 / 2.077 0.065 / 0.120 0.219 / 0.304 0.804 / 1.742 0.1629  - - 0.58388 / 0.810123 deploy.prototxt - 3024 x 3528 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 99db417e923b40f8 138a5167e54f3b95
62 SAMSUNG SM-G930S Caffe CPU v2: SqueezeNet 1.0 6 MB 1.143 / 1.607 0.071 / 0.086 0.231 / 0.248 0.786 / 1.244 0.0537  - - 0.576801 / 0.803903 deploy.prototxt - 3024 x 3528 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 e4b5a2114df3a6ce 58ef22d2e54eaeb2
63 LGE VS990 Caffe CPU: SqueezeNet 1.1 5 MB 1.150 / 1.359 0.063 / 0.094 0.451 / 0.467 0.472 / 0.703 0.9003  - - 0.58388 / 0.810123 deploy.prototxt - 3024 x 4032 0x41-8-0x1-0xd07-2 arm64-v8a Qualcomm Adreno (TM) 418 Android 6.0 45df8020358db15a 4bbdfe1cf2c866d8
64 SAMSUNG SM-G930S Caffe CPU v2: SqueezeNet 1.0 6 MB 1.157 / 5.171 0.063 / 0.199 0.231 / 0.819 0.808 / 4.067 0.1344  - - 0.576801 / 0.803903 deploy.prototxt - 0.1344 - "n03709823 mailbag, postbag"
dryer
4032 x 3024 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 e4b5a2114df3a6ce 4eb48d899f201790
65 SAMSUNG SM-N920V Caffe CPU: SqueezeNet 1.1 5 MB 1.186 / 1.622 0.049 / 0.060 0.334 / 0.384 0.713 / 1.058 0.9003  - - 0.58388 / 0.810123 deploy.prototxt 372 EUR - Samsung Galaxy Note 5 64Gb (20170909) 3024 x 4032 SAMSUNG Exynos7420 arm64-v8a ARM Mali-T760 Android 6.0.1 cb8267e542e1aba8 d3db9df5448896f5
66 LENOVO TB3-X70F Caffe CPU v2: SqueezeNet 1.1 5 MB 1.194 / 344.001 0.281 / 0.292 0.366 / 265.303 0.439 / 78.326 0.0650  - - 0.58388 / 0.810123 deploy.prototxt 99 EUR - Lenovo TB3-730F 16Gb (20170909) 1920 x 2560 MT8161A arm64-v8a ARM Mali-T720 Android 6.0 49f8b925cf74c5aa db297459a84efc48
67 UMI PLUS E Caffe CPU v2: SqueezeNet 1.1 5 MB 1.214 / 1.542 0.165 / 0.172 0.207 / 0.215 0.761 / 1.090 0.2211  - - 0.58388 / 0.810123 deploy.prototxt 145 EUR - Umi Plus 32Gb (20170909) 2560 x 1920 MT6757 arm64-v8a ARM Mali-T880 Android 6.0.1 341fbf40aa82a45b d6bd7b4dbc8898e6
68 LGE NEXUS 5X Caffe CPU v2: SqueezeNet 1.1 5 MB 1.230 / 1.894 0.189 / 0.214 0.714 / 0.753 0.266 / 0.880 0.1967  - - 0.58388 / 0.810123 deploy.prototxt 219 EUR - LG Google Nexus 5X (20170909) 4032 x 3024 Qualcomm Technologies, Inc MSM8992 arm64-v8a Qualcomm Adreno (TM) 418 Android 7.1.2 8774866bd30c790a 2b544661a0c104f6
69 SAMSUNG SM-G920F Caffe CPU: SqueezeNet 1.1 5 MB 1.238 / 1.721 0.050 / 0.054 0.334 / 0.352 0.770 / 1.241 0.9003  - - 0.58388 / 0.810123 deploy.prototxt 239 EUR - GALAXY S6 32 Gb (20170909) 3024 x 4032 SAMSUNG Exynos7420 arm64-v8a ARM Mali-T760 Android 6.0.1 22403b2a44e4730a 1236c4412a811311 eblachier@gmail.com
70 SAMSUNG SM-G935F Caffe CPU: SqueezeNet 1.1 5 MB 1.240 / 1.778 0.041 / 0.106 0.198 / 0.284 0.788 / 1.424 0.8328  - - 0.58388 / 0.810123 deploy.prototxt 0.8328 - "n02123394 Persian cat"
owl
3528 x 3024 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 6.0.1 fa98e50cf13b1e4a 96a398f933542af9
71 SAMSUNG SM-G925F Caffe CPU: SqueezeNet 1.1 5 MB 1.242 / 1.439 0.048 / 0.053 0.336 / 0.343 0.769 / 0.948 0.9003  - - 0.58388 / 0.810123 deploy.prototxt 385 EUR - Samsung Samsung Galaxy S6 edge 32Gb (20170909) 3024 x 4032 SAMSUNG Exynos7420 arm64-v8a ARM Mali-T760 Android 6.0.1 a2613409592b5cb7 17250d4dc04a4051
72 HUAWEI VIENNA Caffe CPU v2: BVLC GoogleNet 54 MB 1.245 / 3.063 0.620 / 0.660 0.002 / 0.002 0.576 / 2.392 0.0484  - - 0.689299 / 0.891441 deploy.prototxt - 320 x 240 Hisilicon Kirin 955 arm64-v8a ARM Mali-T880 Android 6.0 7ce420f4f4cb3548 c452f81ef6908fa8
73 SAMSUNG SM-G930F Caffe CPU v2: SqueezeNet 1.0 6 MB 1.260 / 5.201 0.063 / 0.305 0.236 / 0.891 0.918 / 4.117 0.0495  0.7 / 7.2 - 0.576801 / 0.803903 deploy.prototxt 700 EUR - Samsung Galaxy S7 Black 32GO (20160101) 4032 x 3024 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 631345c7af723a6a a474086e677155ec
74 SAMSUNG SM-G930S Caffe CPU v2: SqueezeNet 1.0 6 MB 1.265 / 1.296 0.065 / 0.071 0.145 / 0.152 1.017 / 1.033 0.1824  - - 0.576801 / 0.803903 deploy.prototxt - 3150 x 2268 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 e4b5a2114df3a6ce 1b3c44dbb45e529f
75 SAMSUNG SM-G925F Caffe CPU: SqueezeNet 1.1 5 MB 1.282 / 2.250 0.048 / 0.076 0.340 / 0.438 0.795 / 1.308 0.0522  - - 0.58388 / 0.810123 deploy.prototxt 385 EUR - Samsung Samsung Galaxy S6 edge 32Gb (20170909) 0.1382 - "n04553703 washbasin, handbasin, washbowl, lavabo, wash-hand basin"
earplugs
5312 x 2988 SAMSUNG Exynos7420 arm64-v8a ARM Mali-T760 Android 6.0.1 a2613409592b5cb7 54d2a4ae1b20cc9c
76 XIAOMI REDMI PRO Caffe CPU: SqueezeNet 1.1 5 MB 1.282 / 1.563 0.077 / 0.098 0.030 / 0.059 1.016 / 1.273 0.1862  - - 0.58388 / 0.810123 deploy.prototxt - 1024 x 1024 MT6797M arm64-v8a ARM Mali-T880 Android 6.0 4cc6b9dd883e536b 59a6ce842428da52
77 HUAWEI NEXUS 6P Caffe CPU: SqueezeNet 1.1 5 MB 1.283 / 2.625 0.085 / 0.309 0.679 / 0.762 0.401 / 0.728 0.0709  - - 0.58388 / 0.810123 deploy.prototxt 499 EUR - Huawei Nexus 6P 32 Go Graphite (20170909) 4032 x 3024 Qualcomm Technologies, Inc MSM8994 arm64-v8a Qualcomm Adreno (TM) 430 Android 7.1.1 f599546152452b90 1351b8b6431b9042
78 SAMSUNG SM-G930F Caffe CPU: SqueezeNet 1.1 5 MB 1.294 / 1.370 0.041 / 0.076 0.285 / 0.349 0.818 / 0.907 0.9003  0.7 / 7.2 - 0.58388 / 0.810123 deploy.prototxt 700 EUR - Samsung Galaxy S7 Black 32GO (20160101) 3024 x 4032 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 6.0.1 4a81b2c2a7b1a477 6e68ba9b8481aaf2 grigori.fursin@ctuning.org
79 LGE VS990 Caffe CPU: SqueezeNet 1.1 5 MB 1.297 / 1.882 0.059 / 0.095 0.524 / 0.567 0.574 / 1.080 0.4209  - - 0.58388 / 0.810123 deploy.prototxt - 5312 x 2988 0x41-8-0x1-0xd07-2 arm64-v8a Qualcomm Adreno (TM) 418 Android 6.0 45df8020358db15a c0cb384d8fb72b78
80 XIAOMI REDMI 3S Caffe CPU: SqueezeNet 1.1 5 MB 1.324 / 1.843 0.106 / 0.149 0.002 / 0.004 0.999 / 1.491 0.1274  - - 0.58388 / 0.810123 deploy.prototxt - 0.3685 - "n03623198 knee pad"
slipper

0.1651 - "n01773549 barn spider, Araneus cavaticus"
walnut

0.7900 - "n02606052 rock beauty, Holocanthus tricolor"
banana

0.3249 - "n01776313 tick"
beet

0.5398 - "n02123045 tabby, tabby cat"
cat
160 x 120 Qualcomm Technologies, Inc MSM8937 arm64-v8a Qualcomm Adreno (TM) 505 Android 6.0.1 79dad343ce8a9132 35adf9a3f8099f34
81 SAMSUNG SM-G920F Caffe CPU: SqueezeNet 1.1 5 MB 1.353 / 1.410 0.049 / 0.050 0.363 / 0.375 0.851 / 0.905 0.3940  - - 0.58388 / 0.810123 deploy.prototxt 239 EUR - GALAXY S6 32 Gb (20170909) 5312 x 2988 SAMSUNG Exynos7420 arm64-v8a ARM Mali-T760 Android 6.0.1 22403b2a44e4730a ea742bc8a670b0a0 eblachier@gmail.com
82 LGE NEXUS 5X Caffe CPU: SqueezeNet 1.1 5 MB 1.367 / 2.294 0.000 / 0.000
bug detected - check further
0.000 / 0.000
bug detected - check further
0.000 / 0.000
bug detected - check further
0.8268  - - 0.58388 / 0.810123 deploy.prototxt 219 EUR - LG Google Nexus 5X (20170909)
Bug detected
3024 x 4032 Qualcomm Technologies, Inc MSM8992 arm64-v8a Qualcomm Adreno (TM) 418 Android 7.0 4570cd844f8ca037 f9f26afb3d71f134
83 ZUK Z2151 Caffe CPU: BVLC GoogleNet 54 MB 1.403 / 1.888 0.400 / 0.465 0.001 / 0.002 0.797 / 1.322 0.1307  - - 0.689299 / 0.891441 deploy.prototxt - 160 x 120 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.0 6f554347cbafed41 bca10d42419f8c5f
84 XIAOMI REDMI NOTE 2 Caffe CPU: SqueezeNet 1.1 5 MB 1.412 / 2.138 0.106 / 0.132 0.231 / 0.324 0.847 / 1.665 0.7448  - - 0.58388 / 0.810123 deploy.prototxt 0.7448 - "n04409515 tennis ball"
0.0273 - "n04118538 rugby ball"

0.6889 - "n04376876 syringe"
0.0956 - "n03773504 missile"
2560 x 1920 MT6795M arm64-v8a Imagination Technologies PowerVR Rogue G6200 Android 5.0.2 7b3414a09b2b4f81 40f1e03823c4329a
85 SAMSUNG SM-G930F Caffe CPU: SqueezeNet 1.0 6 MB 1.423 / 1.799 0.041 / 0.081 0.248 / 0.364 0.953 / 1.266 0.5903  0.7 / 7.2 - 0.576801 / 0.803903 deploy.prototxt 700 EUR - Samsung Galaxy S7 Black 32GO (20160101) 4032 x 3024 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 6.0.1 2e1d542f49666b2b 04a18b3937392bb9 grigori.fursin@ctuning.org
86 SAMSUNG SM-N920V Caffe CPU: SqueezeNet 1.1 5 MB 1.428 / 2.112 0.048 / 0.121 0.367 / 0.494 0.846 / 1.406 0.3439  - - 0.58388 / 0.810123 deploy.prototxt 372 EUR - Samsung Galaxy Note 5 64Gb (20170909) 2988 x 5312 SAMSUNG Exynos7420 arm64-v8a ARM Mali-T760 Android 6.0.1 cb8267e542e1aba8 668f0adb7593232a
87 ZUK Z2151 Caffe CPU: BVLC GoogleNet 54 MB 1.440 / 1.554 0.406 / 0.455 0.133 / 0.139 0.744 / 0.827 0.4178  - - 0.689299 / 0.891441 deploy.prototxt - 2856 x 2448 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.0 6f554347cbafed41 3936097fe4e6fa68
88 XIAOMI REDMI PRO Caffe CPU: SqueezeNet 1.1 5 MB 1.471 / 1.621 0.095 / 0.132 0.125 / 0.155 1.089 / 1.158 0.1927  - - 0.58388 / 0.810123 deploy.prototxt - 2560 x 1920 MT6797M arm64-v8a ARM Mali-T880 Android 6.0 4cc6b9dd883e536b d868d4e452805c9a
89 LGE NEXUS 5X Caffe CPU v2: SqueezeNet 1.0 6 MB 1.472 / 1.714 0.192 / 0.203 0.775 / 0.866 0.424 / 0.667 0.0059  - - 0.576801 / 0.803903 deploy.prototxt 219 EUR - LG Google Nexus 5X (20170909) 3024 x 4032 Qualcomm Technologies, Inc MSM8992 arm64-v8a Qualcomm Adreno (TM) 418 Android 7.1.2 334326a00e73f5ea e4d0fb42615fedbf
90 VIVO Y51 Caffe CPU: SqueezeNet 1.1 5 MB 1.474 / 3.686 0.129 / 0.329 0.006 / 0.064 1.216 / 2.504 0.0982  - - 0.58388 / 0.810123 deploy.prototxt - 0.0982 - "n03777754 modem"
0.0648 - "n07248320 book jacket, dust cover, dust jacket, dust wrapper"

0.3121 - "n04392985 tape player"
0.0549 - "n03895866 passenger car, coach, carriage"

0.1655 - "n04023962 punching bag, punch bag, punching ball, punchball"
tyre
320 x 240 Qualcomm Technologies, Inc MSM8916 arm64-v8a Qualcomm Adreno (TM) 306 Android 5.0.2 a4fed4cd48319fab 614412e9158e58d8
91 SAMSUNG SM-G930S Caffe CPU v2: SqueezeNet 1.0 6 MB 1.519 / 1.842 0.067 / 0.077 0.052 / 0.073 1.356 / 1.674 0.0749  - - 0.576801 / 0.803903 deploy.prototxt - 2000 x 1440 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 e4b5a2114df3a6ce d54a4eab8dc30e50
92 SAMSUNG SM-G930S Caffe CPU v2: SqueezeNet 1.0 6 MB 1.543 / 2.617 0.067 / 0.081 0.031 / 0.038 1.388 / 2.461 0.2979  - - 0.576801 / 0.803903 deploy.prototxt - 0.1354 - "n04317175 stethoscope"
headphone
1304 x 1304 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 e4b5a2114df3a6ce b77ce668cd9740d0
93 MEIZU M3 NOTE Caffe CPU: SqueezeNet 1.1 5 MB 1.568 / 2.558 0.104 / 0.131 0.219 / 0.254 1.120 / 2.059 0.3083  - - 0.58388 / 0.810123 deploy.prototxt 218 EUR - Meizu M3 Note 32 Gb (20170909) 0.0961 - "n02971356 carton"
dalle

0.4044 - "n03388043 fountain"
road

0.1625 - "n03642806 laptop, laptop computer"
0.0578 - "n03196217 digital clock"
2560 x 1920 MT6755M arm64-v8a ARM Mali-T860 Android 5.1 791b146ff8ab41fb 54b1b71244fdab08
94 SAMSUNG SM-G925A Caffe CPU v2: SqueezeNet 1.1 5 MB 1.589 / 2.144 0.078 / 0.082 0.340 / 0.362 1.073 / 1.630 0.0118  - - 0.58388 / 0.810123 deploy.prototxt - 3024 x 4032 SAMSUNG Exynos7420 arm64-v8a ARM Mali-T760 Android 6.0.1 77bce021dbe74844 9424df1647409f1e
95 UNKNOWN GENERIC_A15 Caffe CPU v2: BVLC GoogleNet 54 MB 1.591 / 3.253 0.676 / 0.679 0.006 / 0.006 0.872 / 2.537 0.0001  - - 0.689299 / 0.891441 deploy.prototxt 457 x 457 AArch64 Processor rev 4 (aarch64) arm64-v8a ARM Mali-G71 Android 7.0 54264a874f07bbbe 5468602bc7c4dbc3
96 SAMSUNG SM-G930S Caffe CPU v2: SqueezeNet 1.0 6 MB 1.592 / 1.782 0.070 / 0.074 0.034 / 0.043 1.440 / 1.606 0.3594  - - 0.576801 / 0.803903 deploy.prototxt - 1369 x 1304 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 e4b5a2114df3a6ce e947467fafe59eac
97 ACER B1-780 Caffe CPU: SqueezeNet 1.1 5 MB 1.602 / 1.923 0.115 / 0.118 0.927 / 0.933 0.429 / 0.736 0.9003  - - 0.58388 / 0.810123 deploy.prototxt 100 EUR - ACER Iconia One 7 Black 16GO (20171203) 3024 x 4032 MT8163 arm64-v8a ARM Mali-T720 Android 6.0 0ff14d98be18bdd9 1806c9e65ed4d54b
98 SAMSUNG SM-G930S Caffe CPU v2: SqueezeNet 1.0 6 MB 1.613 / 2.977 0.067 / 0.106 0.019 / 0.025 1.487 / 2.796 0.1070  - - 0.576801 / 0.803903 deploy.prototxt - 790 x 1049 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 e4b5a2114df3a6ce 0b57e2fa3dd56a9f
99 SAMSUNG SM-G935P Caffe CPU v2: BVLC GoogleNet 54 MB 1.619 / 4.652 0.991 / 1.776 0.037 / 0.061 0.421 / 3.142 0.1306  - - 0.689299 / 0.891441 deploy.prototxt - 0.1910 - "n04074963 remote control, remote"
broken bic lighter

0.0594 - "n03887697 paper towel"
cigarette butt

0.0951 - "n04162706 seat belt, seatbelt"
jet lighter
1920 x 1080 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 7.0 da1d422987a857ef e6d1da4655a94032
100 UNKNOWN GENERIC_A15 TensorFlow CPU: Inception 20151205 Stripped 1 MB 1.621 / 2.007 0.135 / 0.165 0.000 / 0.000
bug detected - check further
1.345 / 1.741 0.3158  - - - default 374 x 320 AArch64 Processor rev 4 (aarch64) arm64-v8a ARM Mali-G71 Android 7.0 e4d728e969e48085 aabd4156182c54a7
101 SAMSUNG SM-G950U1 Caffe CPU v2: BVLC GoogleNet 54 MB 1.629 / 3.199 0.674 / 0.700 0.319 / 0.331 0.550 / 2.138 0.0000  - - 0.689299 / 0.891441 deploy.prototxt - 3024 x 4032 Qualcomm Technologies, Inc MSM8998 arm64-v8a Qualcomm Adreno (TM) 540 Android 7.0 8e104389bb2921c7 1fb2a8a3d1ba9fd3
102 XIAOMI MI 6 Caffe OpenCL: SqueezeNet 1.1 5 MB 1.644 / 1.766 0.079 / 0.081 0.004 / 0.004 1.443 / 1.537 0.2879  - - 0.58388 / 0.810123 deploy.prototxt 372 x 419 Qualcomm Technologies, Inc MSM8998 arm64-v8a Qualcomm Adreno (TM) 540 Android 7.1.1 f64ab114c69882be 4f42fe997bda0ba6
103 XIAOMI MI5 Caffe CPU v2: BVLC GoogleNet 54 MB 1.672 / 1.951 1.152 / 1.431 0.001 / 0.002 0.436 / 0.557 0.0574  - - 0.689299 / 0.891441 deploy.prototxt 499 EUR - XIAOMI Mi5 (20170909) 0.1849 - "n02783161 ballpoint, ballpoint pen, ballpen, Biro"
0.1849 - "n02783161 ballpoint, ballpoint pen, ballpen, Biro"

0.2031 - "n03793489 mouse, computer mouse"
sun glasses
176 x 144 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 7.0 968a1da207e958fd d7a25901954d20ba
104 XIAOMI REDMI NOTE 3 Caffe CPU v2: SqueezeNet 1.1 5 MB 1.674 / 2.290 0.190 / 0.262 0.713 / 0.954 0.527 / 0.846 0.0118  - - 0.58388 / 0.810123 deploy.prototxt 229 EUR - XIAOMI Redmi Note 3 - 32Gb (20170909) 3024 x 4032 MT6795M arm64-v8a Imagination Technologies PowerVR Rogue G6200 Android 5.0.2 4ea6a8df72e5666d bee004304a3aa5ae
105 MEIZU M3 NOTE Caffe CPU: SqueezeNet 1.1 5 MB 1.681 / 1.912 0.000 / 0.000
bug detected - check further
0.000 / 0.000
bug detected - check further
0.000 / 0.000
bug detected - check further
0.3109  - - 0.58388 / 0.810123 deploy.prototxt 218 EUR - Meizu M3 Note 32 Gb (20170909) 0.3667 - "n03887697 paper towel"
chair

Bug detected
2560 x 1920 MT6755M arm64-v8a Android 5.1 850bfe2c547c596e 0f7442a138843b49 dsavenko@xored.com
106 SAMSUNG SM-G950U TensorFlow CPU: Inception 20151205 Stripped 1 MB 1.700 / 2.069 0.200 / 0.209 0.000 / 0.000
bug detected - check further
1.337 / 1.697 0.0927  - - - default 0.0927 - "pot (838)"
garden
720 x 1000 Qualcomm Technologies, Inc MSM8998 arm64-v8a Qualcomm Adreno (TM) 540 Android 7.0 b8e0f4b64f66a3ec 447aba01a946cfa5
107 SAMSUNG SM-G935S TensorFlow CPU: Inception 20151205 Stripped 1 MB 1.708 / 3.415 0.847 / 1.066 0.000 / 0.000
bug detected - check further
0.683 / 2.181 0.0001  - - - default - 0.2047 - "sliding door (726)"
refrigiator
3024 x 4032 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 d4fd6a64412b3081 0143e4ae36e5ff6e
108 SAMSUNG SM-G950U TensorFlow CPU: Inception 20151205 Stripped 1 MB 1.722 / 2.121 0.202 / 0.216 0.000 / 0.000
bug detected - check further
1.356 / 1.751 0.1982  - - - default 0.1982 - "microphone (509)"
Alex Jones
960 x 960 Qualcomm Technologies, Inc MSM8998 arm64-v8a Qualcomm Adreno (TM) 540 Android 7.0 b8e0f4b64f66a3ec a4524a4c7369028c
109 UNKNOWN GENERIC_A15 TensorFlow CPU: Inception 20151205 Stripped 1 MB 1.727 / 1.979 0.189 / 0.203 0.000 / 0.000
bug detected - check further
1.430 / 1.679 0.0292  - - - default 320 x 240 AArch64 Processor rev 4 (aarch64) arm64-v8a ARM Mali-T880 Android 7.0 ee34564463809f3d 114facfb262b4a98
110 SAMSUNG SM-G950U TensorFlow CPU: Inception 20151205 Stripped 1 MB 1.750 / 2.393 0.240 / 0.299 0.000 / 0.000
bug detected - check further
1.333 / 1.938 0.0523  - - - default 0.0523 - "Yorkshire terrier (59)"
0.0523 - "Yorkshire terrier (59)"

0.1944 - "orange (319)"
pine tree

0.2196 - "CD player (987)"
coffee maker

0.0483 - "ladle (892)"
stool

0.0827 - "shopping basket (950)"
trash can

0.0200 - "ashcan (752)"
cardboard box

0.1594 - "computer keyboard (543)"
feet

0.0783 - "tape player (978)"
LCD monitor connectors

0.0221 - "comic book (930)"
art

0.0504 - "radio (863)"
electric stove control panel

0.0290 - "safe (753)"
Electrical Outlet

0.0670 - "pot (838)"
tree

0.1336 - "mousetrap (599)"
backpack

0.0734 - "black swan (421)"
numbers

0.0734 - "black swan (421)"
whiteboard
1920 x 1080 Qualcomm Technologies, Inc MSM8998 arm64-v8a Qualcomm Adreno (TM) 540 Android 7.0 b8e0f4b64f66a3ec 345028bd2232b9f5
111 SAMSUNG SM-G935F Caffe OpenCL: SqueezeNet 1.1 5 MB 1.760 / 1.887 0.157 / 0.194 0.014 / 0.018 1.179 / 1.285 0.1189  - - 0.58388 / 0.810123 deploy.prototxt 1000 x 720 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 473d9b5a062a8746 8a289d249c141b0b
112 XIAOMI MI 6 Caffe OpenCL: SqueezeNet 1.1 5 MB 1.764 / 1.936 0.079 / 0.087 0.016 / 0.016 1.527 / 1.712 0.0646  - - 0.58388 / 0.810123 deploy.prototxt 896 x 768 Qualcomm Technologies, Inc MSM8998 arm64-v8a Qualcomm Adreno (TM) 540 Android 7.1.1 f64ab114c69882be 1c1118fb3d34deab
113 XIAOMI MI 6 Caffe OpenCL: SqueezeNet 1.1 5 MB 1.773 / 1.997 0.083 / 0.087 0.001 / 0.001 1.522 / 1.741 0.1316  - - 0.58388 / 0.810123 deploy.prototxt 176 x 144 Qualcomm Technologies, Inc MSM8998 arm64-v8a Qualcomm Adreno (TM) 540 Android 7.1.1 f64ab114c69882be 1a648b910f6ed810
114 SAMSUNG SM-G950U TensorFlow CPU: Inception 20151205 Stripped 1 MB 1.773 / 2.011 0.175 / 0.188 0.000 / 0.000
bug detected - check further
1.447 / 1.660 0.2354  - - - default 518 x 480 Qualcomm Technologies, Inc MSM8998 arm64-v8a Qualcomm Adreno (TM) 540 Android 7.0 b8e0f4b64f66a3ec 97efc74b7bb05040
115 UNKNOWN GENERIC_A15 Caffe CPU v2: BVLC GoogleNet 54 MB 1.779 / 3.359 0.672 / 0.681 0.023 / 0.023 1.047 / 2.625 0.1446  - - 0.689299 / 0.891441 deploy.prototxt 0.1446 - "n04286575 spotlight, spot"
Moon

0.1446 - "n04286575 spotlight, spot"
The moon
1069 x 1069 AArch64 Processor rev 4 (aarch64) arm64-v8a ARM Mali-G71 Android 7.0 54264a874f07bbbe 8dc5200b9b4205bc
116 MEIZU M3S Caffe CPU: SqueezeNet 1.1 5 MB 1.792 / 1.957 0.134 / 0.135 0.007 / 0.007 1.504 / 1.716 0.6291  - - 0.58388 / 0.810123 deploy.prototxt 169 EUR - Meizu M3s 16 Gb (20170909) 195 x 295 MT6750 arm64-v8a ARM Mali-T860 Android 5.1 62560026fd54eaab a43368d44a028a20
117 MEIZU M3S Caffe CPU: SqueezeNet 1.1 5 MB 1.809 / 2.911 0.129 / 0.147 0.265 / 0.339 1.285 / 2.306 0.2660  - - 0.58388 / 0.810123 deploy.prototxt 169 EUR - Meizu M3s 16 Gb (20170909) 0.2458 - "n03775546 mixing bowl"
0.0910 - "n07930864 cup"

0.4615 - "n03657121 lens cap, lens cover"
0.1268 - "n03793489 mouse, computer mouse"
2560 x 1920 MT6750 arm64-v8a ARM Mali-T860 Android 5.1 62560026fd54eaab 43f8a8a8bb803ad0
118 XIAOMI REDMI NOTE 3 Caffe CPU v2: BVLC GoogleNet 54 MB 1.820 / 1.904 0.773 / 0.799 0.353 / 0.360 0.593 / 0.686 0.0905  - - 0.689299 / 0.891441 deploy.prototxt 229 EUR - XIAOMI Redmi Note 3 - 32Gb (20170909) 4032 x 3456 Qualcomm Technologies, Inc MSM8956 arm64-v8a Qualcomm Adreno (TM) 510 Android 7.1.2 f498e4d60b8a13c3 314463fab0edc68a
119 UNKNOWN GENERIC_A15 TensorFlow CPU: Inception 20151205 Stripped 1 MB 1.825 / 1.876 0.197 / 0.224 0.000 / 0.000
bug detected - check further
1.503 / 1.569 0.2251  - - - default 373 x 331 AArch64 Processor rev 4 (aarch64) arm64-v8a ARM Mali-T880 Android 7.0 ee34564463809f3d c8014cc451e997af
120 SAMSUNG SM-T580 Caffe OpenCL: SqueezeNet 1.0 6 MB 1.828 / 85.343 28.720 / 28.720 0.678 / 0.678 3.548 / 3.548 - - 0.576801 / 0.803903 deploy.prototxt 3528 x 3024 0x41-8-0x0-0xd03-4 armeabi-v7a ARM Mali-T830 Android 6.0.1 9b927320614a1382 bbde3143e2ac9518 anton.lokhmotov@gmail.com
121 LGE NEXUS 5X Caffe CPU: SqueezeNet 1.1 5 MB 1.828 / 2.023 0.092 / 0.103 0.776 / 0.916 0.819 / 0.900 0.8010  - - 0.58388 / 0.810123 deploy.prototxt 219 EUR - LG Google Nexus 5X (20170909) 0.8010 - "n04074963 remote control, remote"
cordless telephone
4032 x 3024 Qualcomm Technologies, Inc MSM8992 arm64-v8a Qualcomm Adreno (TM) 418 Android 7.1.1 373d0e249f4a0727 feaf30c0d24984bb
122 SAMSUNG SM-G950U1 Caffe OpenCL: SqueezeNet 1.1 5 MB 1.833 / 2.031 0.085 / 0.094 0.044 / 0.047 1.569 / 1.697 0.2039  - - 0.58388 / 0.810123 deploy.prototxt - 1920 x 1080 Qualcomm Technologies, Inc MSM8998 arm64-v8a Qualcomm Adreno (TM) 540 Android 7.0 e85970e4bd588af4 7818e42524b6a0db
123 HUAWEI EVA TensorFlow CPU: Inception 20151205 Stripped 1 MB 1.833 / 2.711 0.195 / 0.232 0.000 / 0.000
bug detected - check further
1.478 / 2.266 0.1049  - - - default - 0.1049 - "sandbar (364)"
hand
320 x 240 Hisilicon Kirin 955 arm64-v8a ARM Mali-T880 Android 6.0 d6aa7c403bb519e8 5c7ac8402b10fc6b
124 SAMSUNG SM-G930F Caffe OpenCL: SqueezeNet 1.1 5 MB 1.840 / 1.993 0.162 / 0.169 0.224 / 0.292 1.012 / 1.069 0.0399  0.7 / 7.2 - 0.58388 / 0.810123 deploy.prototxt 700 EUR - Samsung Galaxy S7 Black 32GO (20160101) 4032 x 3024 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 6.0.1 d3abf1d6f1770921 1efbd4404db3841a grigori.fursin@ctuning.org
125 MOTOROLA XT1575 Caffe CPU: SqueezeNet 1.1 5 MB 1.853 / 2.198 0.060 / 0.094 0.446 / 0.637 1.117 / 1.394 0.9003  - - 0.58388 / 0.810123 deploy.prototxt - 3024 x 4032 0x41-8-0x1-0xd07-2 arm64-v8a Qualcomm Adreno (TM) 418 Android 6.0 5eacb9494681e95f 7d70940a6984a7c2
126 SAMSUNG SM-G935S TensorFlow CPU: Inception 20151205 Stripped 1 MB 1.886 / 2.745 0.257 / 0.405 0.000 / 0.000
bug detected - check further
1.423 / 2.206 0.0676  - - - default - 1000 x 1000 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 d4fd6a64412b3081 ca40b8b5043846dd
127 UNKNOWN GENERIC_A15 Caffe CPU v2: BVLC GoogleNet 54 MB 1.894 / 4.544 0.676 / 0.688 0.002 / 0.002 1.188 / 3.816 0.0225  - - 0.689299 / 0.891441 deploy.prototxt 320 x 240 AArch64 Processor rev 4 (aarch64) arm64-v8a ARM Mali-G71 Android 7.0 54264a874f07bbbe b5846ffbd8d5d09d
128 SAMSUNG SM-G935V Caffe CPU v2: BVLC GoogleNet 54 MB 1.896 / 2.906 1.206 / 1.666 0.040 / 0.060 0.487 / 1.041 0.0745  - - 0.689299 / 0.891441 deploy.prototxt 1920 x 1080 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 7.0 e966a14e9cb7ce57 e9eaf47b3c5ede36
129 CUBOT CHEETAH 2 Caffe CPU v2: SqueezeNet 1.1 5 MB 1.897 / 2.313 0.242 / 0.265 0.951 / 1.038 0.585 / 0.967 0.0118  - - 0.58388 / 0.810123 deploy.prototxt - 3024 x 4032 MT6753 arm64-v8a ARM Mali-T720 Android 7.0 1bdae96b201e407e 751041b964ffba5d
130 SAMSUNG SM-G935F Caffe OpenCL: SqueezeNet 1.1 5 MB 1.898 / 2.267 0.127 / 0.503 0.199 / 0.335 1.119 / 1.408 0.0306  - - 0.58388 / 0.810123 deploy.prototxt 3528 x 3024 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 473d9b5a062a8746 945b213c4e94af18
131 HISENSE C20 Caffe CPU v2: SqueezeNet 1.1 5 MB 1.903 / 2.404 0.291 / 0.315 0.959 / 1.003 0.514 / 0.997 0.0118  - - 0.58388 / 0.810123 deploy.prototxt 229 EUR - Hisense C20 Noir (20170909) 3024 x 4032 Qualcomm Technologies, Inc MSM8929 arm64-v8a Qualcomm Adreno (TM) 405 Android 5.1.1 eee52a46389ec270 a4b33ce524a7dca1
132 UMI PLUS E Caffe CPU v2: SqueezeNet 1.1 5 MB 1.912 / 2.155 0.198 / 0.264 0.694 / 0.732 0.910 / 1.186 0.0974  - - 0.58388 / 0.810123 deploy.prototxt 145 EUR - Umi Plus 32Gb (20170909) 3640 x 3120 MT6757 arm64-v8a ARM Mali-T880 Android 6.0.1 341fbf40aa82a45b 663fc14bed54fd88
133 ASUS Z010D Caffe OpenCL: SqueezeNet 1.1 5 MB 1.926 / 1.944 0.000 / 0.000
bug detected - check further
0.000 / 0.000
bug detected - check further
0.000 / 0.000
bug detected - check further
Number of kernels in program: 0 - - 0.58388 / 0.810123 deploy.prototxt 150 EUR - ASUS ZenFone Max 16 Gb (20170909)
Bug detected
3024 x 4032 Qualcomm Technologies, Inc MSM8916 arm64-v8a Qualcomm Adreno (TM) 306 Android 5.0.2 5ad4c569146ff5c2 5f18f5bdb88ad3f4
134 ZUK Z2 PLUS TensorFlow CPU: Inception 20151205 Stripped 1 MB 1.929 / 2.253 0.185 / 0.258 0.000 / 0.000
bug detected - check further
1.568 / 1.826 0.0548  - - - default 160 x 120 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 7.1.2 4e08b395fcf88eee 82beb9349ff8bea4
135 SAMSUNG SM-G901F TensorFlow CPU: Inception 20151205 Stripped 1 MB 1.938 / 2.009 0.583 / 0.627 0.000 / 0.000
bug detected - check further
1.218 / 1.245 0.0371  - - - default - 1920 x 1080 Qualcomm APQ8084 armeabi-v7a Qualcomm Adreno (TM) 420 Android 7.1.2 5b4ea1910c41efb7 c8e4da8a3ab44fea
136 OPPO CPH1707 Caffe CPU v2: BVLC GoogleNet 54 MB 1.946 / 4.254 0.682 / 0.785 0.218 / 0.220 0.983 / 3.177 0.1295  - - 0.689299 / 0.891441 deploy.prototxt - 3600 x 2592 Qualcomm Technologies, Inc SDM660 arm64-v8a Qualcomm Adreno (TM) 512 Android 7.1.1 e290db1911f7056c 94fa4ba2add4ba69
137 OPPO CPH1707 Caffe CPU v2: BVLC GoogleNet 54 MB 1.948 / 7.744 0.690 / 1.536 0.001 / 0.002 1.148 / 6.179 0.0677  - - 0.689299 / 0.891441 deploy.prototxt - 176 x 144 Qualcomm Technologies, Inc SDM660 arm64-v8a Qualcomm Adreno (TM) 512 Android 7.1.1 e290db1911f7056c 44ebb7aa795c7500
138 UNKNOWN GENERIC_A15 Caffe CPU v2: BVLC GoogleNet 54 MB 1.982 / 2.270 0.673 / 0.688 0.003 / 0.003 1.274 / 1.550 0.2744  - - 0.689299 / 0.891441 deploy.prototxt 374 x 320 AArch64 Processor rev 4 (aarch64) arm64-v8a ARM Mali-G71 Android 7.0 54264a874f07bbbe 07aa4a55a29a0d40
139 SAMSUNG SM-G930F TensorFlow CPU: Inception 20151205 Stripped 1 MB 1.989 / 2.107 0.253 / 0.319 0.000 / 0.000
bug detected - check further
1.536 / 1.701 0.3067  0.7 / 7.2 - - default 700 EUR - Samsung Galaxy S7 Black 32GO (20160101) 826 x 693 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 acc9c73a12fd446f 480bb07907a532ae
140 UNKNOWN MSM8916 FOR ARM64 Caffe CPU: SqueezeNet 1.1 5 MB 2.002 / 2.273 0.162 / 0.178 1.057 / 1.107 0.630 / 0.847 0.9003  - - 0.58388 / 0.810123 deploy.prototxt - 3024 x 4032 Qualcomm Technologies, Inc APQ8016 arm64-v8a Qualcomm Adreno (TM) 306 Android 5.1.1 4f449a025e09d7d5 e5074477839ac655
141 UNKNOWN GENERIC_A15 Caffe CPU v2: BVLC GoogleNet 54 MB 2.019 / 4.034 0.682 / 0.685 0.016 / 0.016 1.287 / 3.301 0.2512  - - 0.689299 / 0.891441 deploy.prototxt 0.2512 - "n03662601 lifeboat"
Jetski
719 x 899 AArch64 Processor rev 4 (aarch64) arm64-v8a ARM Mali-G71 Android 7.0 54264a874f07bbbe f8ae40c08b77de23
142 XIAOMI MI5 Caffe CPU v2: BVLC GoogleNet 54 MB 2.025 / 2.242 1.170 / 1.324 0.312 / 0.350 0.436 / 0.477 0.0000  - - 0.689299 / 0.891441 deploy.prototxt 499 EUR - XIAOMI Mi5 (20170909) 3024 x 4032 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 7.0 968a1da207e958fd 683a55e8b284f49a
143 ACER B1-780 Caffe CPU: SqueezeNet 1.0 6 MB 2.051 / 2.900 0.121 / 0.166 0.935 / 0.989 0.819 / 1.601 0.9728  - - 0.576801 / 0.803903 deploy.prototxt 100 EUR - ACER Iconia One 7 Black 16GO (20171203) 3024 x 4032 MT8163 arm64-v8a ARM Mali-T720 Android 6.0 b5d232ff2747eebc 4764664b59c8efcf
144 SAMSUNG SM-G935F TensorFlow CPU: Inception 20151205 Stripped 1 MB 2.051 / 3.184 0.706 / 0.899 0.000 / 0.000
bug detected - check further
1.137 / 2.087 0.1077  - - - default 3528 x 3024 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 7.0 26a007b799d6ec3e 42d9ac298dc18dcb
145 SAMSUNG SM-T580 Caffe OpenCL: SqueezeNet 1.0 6 MB 2.053 / 2.142 0.278 / 0.278 0.894 / 0.894 3.538 / 3.538 - - 0.576801 / 0.803903 deploy.prototxt 3024 x 4032 0x41-8-0x0-0xd03-4 armeabi-v7a ARM Mali-T830 Android 6.0.1 9b927320614a1382 02f280f9e8cc4ffe anton.lokhmotov@gmail.com
146 MOTOROLA XT1575 Caffe CPU: SqueezeNet 1.1 5 MB 2.065 / 2.277 0.085 / 0.088 0.719 / 0.812 1.155 / 1.265 0.1471  - - 0.58388 / 0.810123 deploy.prototxt - 5344 x 4008 0x41-8-0x1-0xd07-2 arm64-v8a Qualcomm Adreno (TM) 418 Android 6.0 5eacb9494681e95f eef1b4ab463db699
147 SAMSUNG SM-G930F Caffe CPU: BVLC GoogleNet 54 MB 2.065 / 3.818 0.355 / 0.466 0.223 / 0.291 1.190 / 2.979 0.9999  0.7 / 7.2 - 0.689299 / 0.891441 deploy.prototxt 700 EUR - Samsung Galaxy S7 Black 32GO (20160101) 0.6634 - "n04523525 vault"
0.2561 - "n02699494 altar"
3024 x 4032 0x53-8-0x1-0x001-1 arm64-v8a ARM Mali-T880 Android 6.0.1 34cb0a714be631b0 32f4fce9df5db757 grigori.fursin@ctuning.org
148 ZUK Z2 PLUS TensorFlow CPU: Inception 20151205 Stripped 1 MB 2.068 / 2.401 0.216 / 0.368 0.000 / 0.000
bug detected - check further
1.686 / 1.908 0.0699  - - - default 722 x 695 Qualcomm Technologies, Inc MSM8996 arm64-v8a Qualcomm Adreno (TM) 530 Android 7.1.2 4e08b395fcf88eee de98581d64b489cd
149 GOOGLE PIXEL TensorFlow CPU: Inception 20151205 Stripped 1 MB 2.086 / 2.270 0.823 / 0.910 0.000 / 0.000
bug detected - check further
1.006 / 1.125 0.0454  - - - default 481 EUR - Google Pixel 32Go SPW (20170909) 4048 x 3036 Qualcomm Technologies, Inc MSM8996pro arm64-v8a Qualcomm Adreno (TM) 530 Android 7.1.2 eb57fee541484956 80c44850bc1d9035
150 SAMSUNG SM-G950U1 Caffe OpenCL: SqueezeNet 1.1 5 MB 2.090 / 2.385 0.082 / 0.091 0.324 / 0.334 1.541 / 1.776 0.0118  - - 0.58388 / 0.810123 deploy.prototxt - 3024 x 4032 Qualcomm Technologies, Inc MSM8998 arm64-v8a Qualcomm Adreno (TM) 540 Android 7.0 e85970e4bd588af4 d465f918adf0e2f9

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