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iizukak/mobilenet_small_bench.txt

Last active April 14, 2020 14:59
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mobilenet_small_bench.txt
Number of nodes executed: 16
============================== Summary by node type ==============================
[Node type] [count] [avg ms] [avg %] [cdf %] [mem KB] [times called]
CONV_2D 3 13.541 85.346% 85.346% 0.000 3
DEPTHWISE_CONV_2D 7 1.808 11.395% 96.741% 0.000 7
FULLY_CONNECTED 2 0.458 2.887% 99.628% 0.000 2
MEAN 1 0.043 0.271% 99.899% 0.000 1
QUANTIZE 2 0.015 0.095% 99.994% 0.000 2
SOFTMAX 1 0.001 0.006% 100.000% 0.000 1
Raw
mobilenet_small_quant_bench.txt
Number of nodes executed: 14
============================== Summary by node type ==============================
[Node type] [count] [avg ms] [avg %] [cdf %] [mem KB] [times called]
DEPTHWISE_CONV_2D 7 1.064 68.867% 68.867% 0.000 7
CONV_2D 3 0.424 27.443% 96.311% 0.000 3
MEAN 1 0.033 2.136% 98.447% 0.000 1
FULLY_CONNECTED 2 0.024 1.553% 100.000% 0.000 2
SOFTMAX 1 0.000 0.000% 100.000% 0.000 1
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