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jyegerlehner/cifar_benchmarks_11JUL2015

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cifar_benchmarks_11JUL2015
CIFAR10 Benchmark
../build/tools/caffe time -model examples/cifar10/cifar10_quick_train_test.prototxt -gpu=0
PR2610 Hawaii R9-290X, ViennaCL
---------------------------------
I0711 08:01:09.819653 13747 caffe.cpp:277] Average time per layer:
I0711 08:01:09.819666 13747 caffe.cpp:280] cifar forward: 0.68638 ms.
I0711 08:01:09.819691 13747 caffe.cpp:283] cifar backward: 0.0209 ms.
I0711 08:01:09.819710 13747 caffe.cpp:280] conv1 forward: 4.59994 ms.
I0711 08:01:09.819725 13747 caffe.cpp:283] conv1 backward: 18.3015 ms.
I0711 08:01:09.819741 13747 caffe.cpp:280] pool1 forward: 0.35724 ms.
I0711 08:01:09.819758 13747 caffe.cpp:283] pool1 backward: 1.33802 ms.
I0711 08:01:09.819774 13747 caffe.cpp:280] relu1 forward: 0.10304 ms.
I0711 08:01:09.819789 13747 caffe.cpp:283] relu1 backward: 0.12974 ms.
I0711 08:01:09.819803 13747 caffe.cpp:280] conv2 forward: 12.6359 ms.
I0711 08:01:09.819818 13747 caffe.cpp:283] conv2 backward: 17.0885 ms.
I0711 08:01:09.819836 13747 caffe.cpp:280] relu2 forward: 0.13368 ms.
I0711 08:01:09.819852 13747 caffe.cpp:283] relu2 backward: 0.11286 ms.
I0711 08:01:09.819867 13747 caffe.cpp:280] pool2 forward: 0.1269 ms.
I0711 08:01:09.819882 13747 caffe.cpp:283] pool2 backward: 0.34002 ms.
I0711 08:01:09.819897 13747 caffe.cpp:280] conv3 forward: 11.2109 ms.
I0711 08:01:09.819912 13747 caffe.cpp:283] conv3 backward: 13.8201 ms.
I0711 08:01:09.819927 13747 caffe.cpp:280] relu3 forward: 0.12022 ms.
I0711 08:01:09.819942 13747 caffe.cpp:283] relu3 backward: 0.09816 ms.
I0711 08:01:09.819957 13747 caffe.cpp:280] pool3 forward: 0.0982 ms.
I0711 08:01:09.819972 13747 caffe.cpp:283] pool3 backward: 0.20274 ms.
I0711 08:01:09.819988 13747 caffe.cpp:280] ip1 forward: 0.47568 ms.
I0711 08:01:09.820003 13747 caffe.cpp:283] ip1 backward: 0.2491 ms.
I0711 08:01:09.820019 13747 caffe.cpp:280] ip2 forward: 0.2235 ms.
I0711 08:01:09.820034 13747 caffe.cpp:283] ip2 backward: 0.2187 ms.
I0711 08:01:09.820050 13747 caffe.cpp:280] loss forward: 0.7427 ms.
I0711 08:01:09.820065 13747 caffe.cpp:283] loss backward: 0.20674 ms.
I0711 08:01:09.820081 13747 caffe.cpp:288] Average Forward pass: 31.5325 ms.
I0711 08:01:09.820122 13747 caffe.cpp:290] Average Backward pass: 52.1412 ms.
I0711 08:01:09.820133 13747 caffe.cpp:292] Average Forward-Backward: 83.88 ms.
PR2195 Hawaii R0-290X, 1 command queue, libclBLAS.so.2.7.0
----------------------------------------
I0711 08:04:28.074460 14281 caffe.cpp:305] Average time per layer:
I0711 08:04:28.074481 14281 caffe.cpp:308] cifar forward: 0.47996 ms.
I0711 08:04:28.074502 14281 caffe.cpp:311] cifar backward: 0.00092 ms.
I0711 08:04:28.074525 14281 caffe.cpp:308] conv1 forward: 2.1668 ms.
I0711 08:04:28.074548 14281 caffe.cpp:311] conv1 backward: 56.5567 ms.
I0711 08:04:28.074570 14281 caffe.cpp:308] pool1 forward: 0.0167 ms.
I0711 08:04:28.074591 14281 caffe.cpp:311] pool1 backward: 0.0231 ms.
I0711 08:04:28.074615 14281 caffe.cpp:308] relu1 forward: 0.00846 ms.
I0711 08:04:28.074636 14281 caffe.cpp:311] relu1 backward: 0.0151 ms.
I0711 08:04:28.074657 14281 caffe.cpp:308] conv2 forward: 2.74906 ms.
I0711 08:04:28.074679 14281 caffe.cpp:311] conv2 backward: 24.2762 ms.
I0711 08:04:28.074702 14281 caffe.cpp:308] relu2 forward: 0.0118 ms.
I0711 08:04:28.074754 14281 caffe.cpp:311] relu2 backward: 0.00998 ms.
I0711 08:04:28.074777 14281 caffe.cpp:308] pool2 forward: 0.01206 ms.
I0711 08:04:28.074800 14281 caffe.cpp:311] pool2 backward: 0.02312 ms.
I0711 08:04:28.074820 14281 caffe.cpp:308] conv3 forward: 1.47196 ms.
I0711 08:04:28.074846 14281 caffe.cpp:311] conv3 backward: 18.1633 ms.
I0711 08:04:28.074868 14281 caffe.cpp:308] relu3 forward: 0.00838 ms.
I0711 08:04:28.074892 14281 caffe.cpp:311] relu3 backward: 0.00862 ms.
I0711 08:04:28.074913 14281 caffe.cpp:308] pool3 forward: 0.00926 ms.
I0711 08:04:28.074935 14281 caffe.cpp:311] pool3 backward: 0.01616 ms.
I0711 08:04:28.074957 14281 caffe.cpp:308] ip1 forward: 0.45196 ms.
I0711 08:04:28.074976 14281 caffe.cpp:311] ip1 backward: 0.0216 ms.
I0711 08:04:28.074995 14281 caffe.cpp:308] ip2 forward: 0.10578 ms.
I0711 08:04:28.075012 14281 caffe.cpp:311] ip2 backward: 0.02696 ms.
I0711 08:04:28.075036 14281 caffe.cpp:308] loss forward: 0.67898 ms.
I0711 08:04:28.075064 14281 caffe.cpp:311] loss backward: 0.16154 ms.
I0711 08:04:28.075099 14281 caffe.cpp:316] Average Forward pass: 8.18348 ms.
I0711 08:04:28.075122 14281 caffe.cpp:318] Average Backward pass: 99.3131 ms.
I0711 08:04:28.075150 14281 caffe.cpp:320] Average Forward-Backward: 107.52 ms.
Master Caffe/CUDA Titan
-------------------------------------------
I0710 18:09:32.993460 31552 caffe.cpp:296] Average time per layer:
I0710 18:09:32.993469 31552 caffe.cpp:299] cifar forward: 0.329651 ms.
I0710 18:09:32.993477 31552 caffe.cpp:302] cifar backward: 0.0011552 ms.
I0710 18:09:32.993484 31552 caffe.cpp:299] conv1 forward: 3.79145 ms.
I0710 18:09:32.993492 31552 caffe.cpp:302] conv1 backward: 13.836 ms.
I0710 18:09:32.993499 31552 caffe.cpp:299] pool1 forward: 0.191818 ms.
I0710 18:09:32.993505 31552 caffe.cpp:302] pool1 backward: 0.707427 ms.
I0710 18:09:32.993512 31552 caffe.cpp:299] relu1 forward: 0.036871 ms.
I0710 18:09:32.993518 31552 caffe.cpp:302] relu1 backward: 0.0521472 ms.
I0710 18:09:32.993525 31552 caffe.cpp:299] conv2 forward: 9.39915 ms.
I0710 18:09:32.993532 31552 caffe.cpp:302] conv2 backward: 11.2694 ms.
I0710 18:09:32.993540 31552 caffe.cpp:299] relu2 forward: 0.0368755 ms.
I0710 18:09:32.993546 31552 caffe.cpp:302] relu2 backward: 0.0520416 ms.
I0710 18:09:32.993551 31552 caffe.cpp:299] pool2 forward: 0.0625472 ms.
I0710 18:09:32.993558 31552 caffe.cpp:302] pool2 backward: 0.244128 ms.
I0710 18:09:32.993564 31552 caffe.cpp:299] conv3 forward: 9.84444 ms.
I0710 18:09:32.993571 31552 caffe.cpp:302] conv3 backward: 8.11024 ms.
I0710 18:09:32.993577 31552 caffe.cpp:299] relu3 forward: 0.0229158 ms.
I0710 18:09:32.993584 31552 caffe.cpp:302] relu3 backward: 0.0276698 ms.
I0710 18:09:32.993590 31552 caffe.cpp:299] pool3 forward: 0.0368979 ms.
I0710 18:09:32.993597 31552 caffe.cpp:302] pool3 backward: 0.139284 ms.
I0710 18:09:32.993604 31552 caffe.cpp:299] ip1 forward: 0.179826 ms.
I0710 18:09:32.993610 31552 caffe.cpp:302] ip1 backward: 0.056553 ms.
I0710 18:09:32.993616 31552 caffe.cpp:299] ip2 forward: 0.0337984 ms.
I0710 18:09:32.993640 31552 caffe.cpp:302] ip2 backward: 0.0538042 ms.
I0710 18:09:32.993648 31552 caffe.cpp:299] loss forward: 0.17601 ms.
I0710 18:09:32.993654 31552 caffe.cpp:302] loss backward: 0.0463162 ms.
I0710 18:09:32.993669 31552 caffe.cpp:307] Average Forward pass: 24.4595 ms.
I0710 18:09:32.993677 31552 caffe.cpp:309] Average Backward pass: 34.9498 ms.
I0710 18:09:32.993685 31552 caffe.cpp:311] Average Forward-Backward: 59.4707 ms.
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