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Speech Recognition frozen model and IR
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<?xml version="1.0" ?> | ||
<mapping> | ||
<map> | ||
<framework name="Reshape_1" out_port_id="0"/> | ||
<IR id="0" name="Reshape_1/placeholder_port_0" out_port_id="0"/> | ||
</map> | ||
<map> | ||
<framework name="Reshape_1" out_port_id="0"/> | ||
<IR id="1" name="Reshape_1" out_port_id="1"/> | ||
</map> | ||
<map> | ||
<framework name="add" out_port_id="0"/> | ||
<IR id="2" name="Conv2D" out_port_id="3"/> | ||
</map> | ||
<map> | ||
<framework name="Relu" out_port_id="0"/> | ||
<IR id="3" name="Relu" out_port_id="1"/> | ||
</map> | ||
<map> | ||
<framework name="MaxPool" out_port_id="0"/> | ||
<IR id="4" name="MaxPool" out_port_id="1"/> | ||
</map> | ||
<map> | ||
<framework name="add_1" out_port_id="0"/> | ||
<IR id="5" name="Conv2D_1" out_port_id="3"/> | ||
</map> | ||
<map> | ||
<framework name="Relu_1" out_port_id="0"/> | ||
<IR id="6" name="Relu_1" out_port_id="1"/> | ||
</map> | ||
<map> | ||
<framework name="Reshape_2" out_port_id="0"/> | ||
<IR id="7" name="Reshape_2" out_port_id="1"/> | ||
</map> | ||
<map> | ||
<framework name="add_2" out_port_id="0"/> | ||
<IR id="8" name="MatMul" out_port_id="3"/> | ||
</map> | ||
<map> | ||
<framework name="labels_softmax" out_port_id="0"/> | ||
<IR id="9" name="labels_softmax" out_port_id="1"/> | ||
</map> | ||
</mapping> |
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<?xml version="1.0" ?> | ||
<net batch="1" name="speech_recognition_frozen_graph" version="2"> | ||
<layers> | ||
<layer id="0" name="Reshape_1/placeholder_port_0" precision="FP32" type="Input"> | ||
<output> | ||
<port id="0"> | ||
<dim>1</dim> | ||
<dim>98</dim> | ||
<dim>40</dim> | ||
<dim>1</dim> | ||
</port> | ||
</output> | ||
</layer> | ||
<layer id="1" name="Reshape_1" precision="FP32" type="Reshape"> | ||
<data axis="0" dim="1,1,98,40" num_axes="-1"/> | ||
<input> | ||
<port id="0"> | ||
<dim>1</dim> | ||
<dim>98</dim> | ||
<dim>40</dim> | ||
<dim>1</dim> | ||
</port> | ||
</input> | ||
<output> | ||
<port id="1"> | ||
<dim>1</dim> | ||
<dim>1</dim> | ||
<dim>98</dim> | ||
<dim>40</dim> | ||
</port> | ||
</output> | ||
</layer> | ||
<layer id="2" name="Conv2D" precision="FP32" type="Convolution"> | ||
<data auto_pad="same_upper" dilation-x="1" dilation-y="1" group="1" kernel-x="8" kernel-y="20" output="64" pad-b="10" pad-r="4" pad-x="3" pad-y="9" stride="1,1,1,1" stride-x="1" stride-y="1"/> | ||
<input> | ||
<port id="0"> | ||
<dim>1</dim> | ||
<dim>1</dim> | ||
<dim>98</dim> | ||
<dim>40</dim> | ||
</port> | ||
</input> | ||
<output> | ||
<port id="3"> | ||
<dim>1</dim> | ||
<dim>64</dim> | ||
<dim>98</dim> | ||
<dim>40</dim> | ||
</port> | ||
</output> | ||
<blobs> | ||
<weights offset="0" size="40960"/> | ||
<biases offset="40960" size="256"/> | ||
</blobs> | ||
</layer> | ||
<layer id="3" name="Relu" precision="FP32" type="ReLU"> | ||
<input> | ||
<port id="0"> | ||
<dim>1</dim> | ||
<dim>64</dim> | ||
<dim>98</dim> | ||
<dim>40</dim> | ||
</port> | ||
</input> | ||
<output> | ||
<port id="1"> | ||
<dim>1</dim> | ||
<dim>64</dim> | ||
<dim>98</dim> | ||
<dim>40</dim> | ||
</port> | ||
</output> | ||
</layer> | ||
<layer id="4" name="MaxPool" precision="FP32" type="Pooling"> | ||
<data auto_pad="same_upper" exclude-pad="true" kernel-x="2" kernel-y="2" pad-b="0" pad-r="0" pad-x="0" pad-y="0" pool-method="max" rounding-type="floor" stride="1,1,2,2" stride-x="2" stride-y="2"/> | ||
<input> | ||
<port id="0"> | ||
<dim>1</dim> | ||
<dim>64</dim> | ||
<dim>98</dim> | ||
<dim>40</dim> | ||
</port> | ||
</input> | ||
<output> | ||
<port id="1"> | ||
<dim>1</dim> | ||
<dim>64</dim> | ||
<dim>49</dim> | ||
<dim>20</dim> | ||
</port> | ||
</output> | ||
</layer> | ||
<layer id="5" name="Conv2D_1" precision="FP32" type="Convolution"> | ||
<data auto_pad="same_upper" dilation-x="1" dilation-y="1" group="1" kernel-x="4" kernel-y="10" output="64" pad-b="5" pad-r="2" pad-x="1" pad-y="4" stride="1,1,1,1" stride-x="1" stride-y="1"/> | ||
<input> | ||
<port id="0"> | ||
<dim>1</dim> | ||
<dim>64</dim> | ||
<dim>49</dim> | ||
<dim>20</dim> | ||
</port> | ||
</input> | ||
<output> | ||
<port id="3"> | ||
<dim>1</dim> | ||
<dim>64</dim> | ||
<dim>49</dim> | ||
<dim>20</dim> | ||
</port> | ||
</output> | ||
<blobs> | ||
<weights offset="41216" size="655360"/> | ||
<biases offset="696576" size="256"/> | ||
</blobs> | ||
</layer> | ||
<layer id="6" name="Relu_1" precision="FP32" type="ReLU"> | ||
<input> | ||
<port id="0"> | ||
<dim>1</dim> | ||
<dim>64</dim> | ||
<dim>49</dim> | ||
<dim>20</dim> | ||
</port> | ||
</input> | ||
<output> | ||
<port id="1"> | ||
<dim>1</dim> | ||
<dim>64</dim> | ||
<dim>49</dim> | ||
<dim>20</dim> | ||
</port> | ||
</output> | ||
</layer> | ||
<layer id="7" name="Reshape_2" precision="FP32" type="Reshape"> | ||
<data axis="0" dim="1,62720" num_axes="-1"/> | ||
<input> | ||
<port id="0"> | ||
<dim>1</dim> | ||
<dim>64</dim> | ||
<dim>49</dim> | ||
<dim>20</dim> | ||
</port> | ||
</input> | ||
<output> | ||
<port id="1"> | ||
<dim>1</dim> | ||
<dim>62720</dim> | ||
</port> | ||
</output> | ||
</layer> | ||
<layer id="8" name="MatMul" precision="FP32" type="FullyConnected"> | ||
<data out-size="12"/> | ||
<input> | ||
<port id="0"> | ||
<dim>1</dim> | ||
<dim>62720</dim> | ||
</port> | ||
</input> | ||
<output> | ||
<port id="3"> | ||
<dim>1</dim> | ||
<dim>12</dim> | ||
</port> | ||
</output> | ||
<blobs> | ||
<weights offset="696832" size="3010560"/> | ||
<biases offset="3707392" size="48"/> | ||
</blobs> | ||
</layer> | ||
<layer id="9" name="labels_softmax" precision="FP32" type="SoftMax"> | ||
<input> | ||
<port id="0"> | ||
<dim>1</dim> | ||
<dim>12</dim> | ||
</port> | ||
</input> | ||
<output> | ||
<port id="1"> | ||
<dim>1</dim> | ||
<dim>12</dim> | ||
</port> | ||
</output> | ||
</layer> | ||
</layers> | ||
<edges> | ||
<edge from-layer="0" from-port="0" to-layer="1" to-port="0"/> | ||
<edge from-layer="1" from-port="1" to-layer="2" to-port="0"/> | ||
<edge from-layer="2" from-port="3" to-layer="3" to-port="0"/> | ||
<edge from-layer="3" from-port="1" to-layer="4" to-port="0"/> | ||
<edge from-layer="4" from-port="1" to-layer="5" to-port="0"/> | ||
<edge from-layer="5" from-port="3" to-layer="6" to-port="0"/> | ||
<edge from-layer="6" from-port="1" to-layer="7" to-port="0"/> | ||
<edge from-layer="7" from-port="1" to-layer="8" to-port="0"/> | ||
<edge from-layer="8" from-port="3" to-layer="9" to-port="0"/> | ||
</edges> | ||
</net> |