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CNNGraph

1 CNNGraph作用

CNNGraph能根据传入的Tensorflow模型文件，自动提取网络结构，并绘制出来。

2 使用

以MobileNet V1w为例，MobileNet V1官方预训练模型提供了pb模型和ckpt模型两种。其中，pb模型的输入Tensor的名称为input:0,ckpt模型文件的输入Tensor名称为batch:0,二者的输出名称均为MobilenetV1/Predictions/Reshape_1:0。假设将输出HTML名称设置为dst.html。

2.1 pb模型

假设pb模型文件名为mobilenet_v1_1.0_192_frozen.pb，则使用命令如下

python read_graph.py  mobilenet_v1_1.0_192_frozen.pb input:0 MobilenetV1/Predictions/Reshape_1:0 dst.html

2.2 ckpt模型

假设ckpt模型文件名为/mobilenet_v1_1.0_192.ckpt，则使用命令如下

python read_graph.py  mobilenet_v1_1.0_192.ckpt batch:0 MobilenetV1/Predictions/Reshape_1:0 dst.html

3 效果展示

MobileNet V1 网络结构解析并展示效果

合并计算节点效果

展开计算节点效果

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