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[ Collaborative unification of AI ], [ CK-Caffe2 / CK-Caffe ], [ CK-Tensorflow ], [ Android app ], [ CK intro, vision and crowd-tuning; YouTube lecture ]

Type: DNN engine: Network:
Platform: CPU:
OS: GPGPU:

All raw files Type DNN engine Network Batch size Num batches FWBW time (sec.) FW time (sec.) Chars Platform CPU GPGPU OS Fail? User Replay
1) 4378e14800a418da cuda Facebook Caffe2 framework (eigen, cuda)
(trunk-f9a9c52)
caffe2-benchmark-alexnet 5 5 0.013 

(0.013 ± 0.000)
3 repetitions
Hewlett-Packard (HP Z640 Workstation) Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz GeForce GTX 1080 Ubuntu 16.04.2 LTS No 5f780539ea4a803d
2) 9774fa0ab43cf3f1 cuda Facebook Caffe2 framework (eigen, cuda)
(trunk-f9a9c52)
caffe2-benchmark-overfeat 5 5 0.042 

(0.042 ± 0.061)
3 repetitions
Hewlett-Packard (HP Z640 Workstation) Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz GeForce GTX 1080 Ubuntu 16.04.2 LTS No 5f780539ea4a803d
3) bd4b80a2a0de0d5a cuda Facebook Caffe2 framework (eigen, cuda)
(trunk-f9a9c52)
caffe2-benchmark-vgga 5 5 0.119 

(0.131 ± 0.051)
3 repetitions
Hewlett-Packard (HP Z640 Workstation) Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz GeForce GTX 1080 Ubuntu 16.04.2 LTS No 5f780539ea4a803d
4) 8004b1f45334e54b cpu Facebook Caffe2 framework (eigen, cpu)
(trunk-f9a9c52)
caffe2-benchmark-alexnet 5 5 1.012 

(1.032 ± 0.030)
3 repetitions
Microsoft Corporation 7.0 (Virtual Machine) Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz Ubuntu 16.04.2 LTS No azure-ck-dnn
5) 78fb6fcb0497d96c cpu Facebook Caffe2 framework (eigen, cpu)
(trunk-b0c463b)
caffe2-benchmark-alexnet 5 5 1.183 

(1.199 ± 0.013)
3 repetitions
Hewlett-Packard (HP Z640 Workstation) Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz Ubuntu 16.04.2 LTS No 5f780539ea4a803d
6) 6b9756c84acbaa60 cpu Facebook Caffe2 framework (eigen, cpu)
(trunk-b0c463b)
caffe2-benchmark-overfeat 5 5 2.359 

(2.384 ± 0.035)
3 repetitions
Hewlett-Packard (HP Z640 Workstation) Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz Ubuntu 16.04.2 LTS No 5f780539ea4a803d
7) d3824782af529e4f cpu Facebook Caffe2 framework (eigen, cpu)
(trunk-f9a9c52)
caffe2-benchmark-overfeat 5 5 2.589 

(2.621 ± 0.036)
3 repetitions
Microsoft Corporation 7.0 (Virtual Machine) Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz Ubuntu 16.04.2 LTS No azure-ck-dnn
8) b1a9ee6a3d04ffc8 cpu Facebook Caffe2 framework (eigen, cpu)
(trunk-b0c463b)
caffe2-benchmark-vgga 5 5 4.675 

(4.765 ± 0.095)
3 repetitions
Hewlett-Packard (HP Z640 Workstation) Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz Ubuntu 16.04.2 LTS No 5f780539ea4a803d
9) 7650a7f04b4e9478 cpu Facebook Caffe2 framework (eigen, cpu)
(trunk-f9a9c52)
caffe2-benchmark-vgga 5 5 5.744 

(5.892 ± 0.171)
3 repetitions
Microsoft Corporation 7.0 (Virtual Machine) Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz Ubuntu 16.04.2 LTS No azure-ck-dnn
10) 2233b34367a173d1 cuda Facebook Caffe2 framework (eigen, cuda)
(trunk-f9a9c52)
caffe2-benchmark-inception 5 5 Hewlett-Packard (HP Z640 Workstation) Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz GeForce GTX 1080 Ubuntu 16.04.2 LTS Yes 5f780539ea4a803d
11) f8a2b846debf3e18 cuda Facebook Caffe2 framework (eigen, cuda)
(trunk-f9a9c52)
caffe2-benchmark-mlp 5 5 Hewlett-Packard (HP Z640 Workstation) Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz GeForce GTX 1080 Ubuntu 16.04.2 LTS Yes 5f780539ea4a803d
12) 2bc87f47f24544a7 cpu Facebook Caffe2 framework (eigen, cpu)
(trunk-b0c463b)
caffe2-benchmark-inception 5 5 Hewlett-Packard (HP Z640 Workstation) Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz Ubuntu 16.04.2 LTS Yes 5f780539ea4a803d
13) 245e086e064795ac cpu Facebook Caffe2 framework (eigen, cpu)
(trunk-b0c463b)
caffe2-benchmark-mlp 5 5 Hewlett-Packard (HP Z640 Workstation) Intel(R) Xeon(R) CPU E5-2650 v3 @ 2.30GHz Ubuntu 16.04.2 LTS Yes 5f780539ea4a803d


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