# | Platform | OS | CPU | GPGPU | Type | DNN engine | Model | Choices (env) | FWBW min time (exp time) stat. repetitions |
FW | BW | Per layer | Model size | Model accuracy on ImageNet | Model topology and parameters | Power consumption (W) min / max |
Memory usage (MB) | Bug detected? | User | Replay |
1 | LENOVO ThinkPad X240 (20ALCTO1WW) | Windows 10 | Intel(R) Core(TM) i5-4210U CPU @ 1.70GHz | Intel(R) HD Graphics 4400 | BVLC Caffe framework (opencl,libdnn,viennacl)
Version master-880111e |
resnet, resnet152 | Batch size=10 |
236 MB | Yes | fgg-lenovo2 | [ See raw files ] |
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2 | LENOVO ThinkPad X240 (20ALCTO1WW) | Windows 10 | Intel(R) Core(TM) i5-4210U CPU @ 1.70GHz | BVLC Caffe framework (cpu)
Version trunk-90e8abc |
deepscale, squeezenet, 1.1 | Batch size=1 |
93 ms.
(93 ± 0 ms.) 3 repetitions |
55 ± 8 ms. | 39 ± 8 ms. | Stats per layer |
5 MB | 0.58388 / 0.810123 | 32 MB | fgg-lenovo2 | [ See raw files ] |
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3 | LENOVO ThinkPad X240 (20ALCTO1WW) | Windows 10 | Intel(R) Core(TM) i5-4210U CPU @ 1.70GHz | BVLC Caffe framework (cpu)
Version trunk-90e8abc |
bvlc, googlenet | Batch size=10 |
2734 ms.
(2830 ± 124 ms.) 3 repetitions |
1781 ± 124 ms. | 1070 ± 8 ms. | Stats per layer |
54 MB | 0.689299 / 0.891441 | 551 MB | fgg-lenovo2 | [ See raw files ] |
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4 | LENOVO ThinkPad X240 (20ALCTO1WW) | Windows 10 | Intel(R) Core(TM) i5-4210U CPU @ 1.70GHz | BVLC Caffe framework (cpu)
Version trunk-90e8abc |
resnet, resnet101 | Batch size=1 |
1093 ms.
(1134 ± 55 ms.) 3 repetitions |
586 ± 39 ms. | 547 ± 16 ms. | Stats per layer |
175 MB | 354 MB | fgg-lenovo2 | [ See raw files ] |
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5 | SAMSUNG SM-G930F | Android 6.0.1 | unknown-arm64-v8a | BVLC Caffe framework (cpu)
Version trunk-c61d487 |
bvlc, googlenet | Batch size=1 |
2866 ms.
(3037 ± 218 ms.) 3 repetitions |
1565 ± 135 ms. | 1461 ± 134 ms. | Stats per layer |
54 MB | 0.689299 / 0.891441 | deploy.prototxt | 55 MB | fgg-lenovo2 | [ See raw files ] |
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6 | LENOVO ThinkPad X240 (20ALCTO1WW) | Windows 10 | Intel(R) Core(TM) i5-4210U CPU @ 1.70GHz | BVLC Caffe framework (cpu)
Version trunk-90e8abc |
bvlc, googlenet | Batch size=1 |
296 ms.
(306 ± 8 ms.) 3 repetitions |
172 ± 0 ms. | 133 ± 8 ms. | Stats per layer |
54 MB | 0.689299 / 0.891441 | 55 MB | fgg-lenovo2 | [ See raw files ] |
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7 | IBM SyNAPSE | Ubuntu 14.04.4 LTS | Intel(R) Xeon(R) CPU E5-2650 v2 @ 2.60GHz | BVLC Caffe framework (cpu)
Version trunk-365ac88 |
deepscale, squeezenet, 1.1 | Batch size=8 |
713 ms.
(713 ± 0 ms.) 3 repetitions |
323 ± 0 ms. | 389 ± 1 ms. | Stats per layer |
258 MB | xuechao@cn.ibm.com | [ See raw files ] |
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Developed by Grigori Fursin |
Implemented as a CK workflow |
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Hosted at |