diff --git "a/deepfilternet3/erb_dec.xml" "b/deepfilternet3/erb_dec.xml"
new file mode 100644--- /dev/null
+++ "b/deepfilternet3/erb_dec.xml"
@@ -0,0 +1,6190 @@
+<?xml version="1.0"?>
+<net name="torch_jit" version="11">
+	<layers>
+		<layer id="4" name="emb" type="Parameter" version="opset1">
+			<data shape="1,3002,512" element_type="f32" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="emb" />
+			</rt_info>
+			<output>
+				<port id="0" precision="FP32" names="emb">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>512</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3" name="e3" type="Parameter" version="opset1">
+			<data shape="1,64,3002,8" element_type="f32" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="e3" />
+			</rt_info>
+			<output>
+				<port id="0" precision="FP32" names="e3">
+					<dim>1</dim>
+					<dim>64</dim>
+					<dim>3002</dim>
+					<dim>8</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2" name="e2" type="Parameter" version="opset1">
+			<data shape="1,64,3002,8" element_type="f32" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="e2" />
+			</rt_info>
+			<output>
+				<port id="0" precision="FP32" names="e2">
+					<dim>1</dim>
+					<dim>64</dim>
+					<dim>3002</dim>
+					<dim>8</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1" name="e1" type="Parameter" version="opset1">
+			<data shape="1,64,3002,16" element_type="f32" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="e1" />
+			</rt_info>
+			<output>
+				<port id="0" precision="FP32" names="e1">
+					<dim>1</dim>
+					<dim>64</dim>
+					<dim>3002</dim>
+					<dim>16</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="0" name="e0" type="Parameter" version="opset1">
+			<data shape="1,64,3002,32" element_type="f32" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="e0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="FP32" names="e0">
+					<dim>1</dim>
+					<dim>64</dim>
+					<dim>3002</dim>
+					<dim>32</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5" name="onnx::Conv_306" type="Const" version="opset1">
+			<data element_type="f32" shape="64, 1, 1, 1" offset="0" size="256" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="onnx::Conv_306" />
+			</rt_info>
+			<output>
+				<port id="0" precision="FP32" names="onnx::Conv_306">
+					<dim>64</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6" name="Constant_6871" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="256" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6871" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7" name="ShapeOf_6872" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="264" size="32" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="ShapeOf_6872" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="8" name="Constant_6869" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6869" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="9" name="Constant_6870" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="304" size="16" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6870" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="10" name="VariadicSplit_6873" type="VariadicSplit" version="opset1">
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6869, Constant_6870, ShapeOf_6872, VariadicSplit_6873" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="11" name="Divide_6874" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6871, Divide_6874" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="12" name="Concat_6875" type="Concat" version="opset1">
+			<data axis="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Concat_6875, Constant_6871" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>3</dim>
+				</port>
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>5</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="13" name="Reshape_6876" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Reshape_6876" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>64</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>5</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
+					<dim>64</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="14" name="/conv0p/Conv/WithoutBiases" type="GroupConvolution" version="opset1">
+			<data strides="1, 1" pads_begin="0, 0" pads_end="0, 0" dilations="1, 1" auto_pad="explicit" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/conv0p/Conv/WithoutBiases" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>64</dim>
+					<dim>3002</dim>
+					<dim>32</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>64</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
+					<dim>1</dim>
+					<dim>64</dim>
+					<dim>3002</dim>
+					<dim>32</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="15" name="onnx::Conv_307" type="Const" version="opset1">
+			<data element_type="f32" shape="64" offset="320" size="256" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="onnx::Conv_307" />
+			</rt_info>
+			<output>
+				<port id="0" precision="FP32" names="onnx::Conv_307">
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="16" name="Constant_6919" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="576" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6919" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="17" name="ShapeOf_6926" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="256" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="ShapeOf_6926" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="18" name="ShapeOf_6917" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="ShapeOf_6917" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>64</dim>
+					<dim>3002</dim>
+					<dim>32</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="19" name="ShapeOf_6918" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="ShapeOf_6918" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="20" name="Constant_6920" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="584" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6920" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="21" name="Subtract_6921" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6920, Subtract_6921" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="22" name="Broadcast_6922" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Broadcast_6922, Constant_6919" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="23" name="Concat_6927" type="Concat" version="opset1">
+			<data axis="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Concat_6927, Constant_6919, ShapeOf_6926" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="24" name="Reshape_6928" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Reshape_6928" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>64</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
+					<dim>1</dim>
+					<dim>64</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="25" name="/conv0p/Conv" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/conv0p/Conv" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>64</dim>
+					<dim>3002</dim>
+					<dim>32</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>64</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="/conv0p/Conv_output_0">
+					<dim>1</dim>
+					<dim>64</dim>
+					<dim>3002</dim>
+					<dim>32</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="26" name="/conv0p/Relu" type="ReLU" version="opset1">
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/conv0p/Relu" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>64</dim>
+					<dim>3002</dim>
+					<dim>32</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="/conv0p/Relu_output_0">
+					<dim>1</dim>
+					<dim>64</dim>
+					<dim>3002</dim>
+					<dim>32</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="27" name="onnx::Conv_300" type="Const" version="opset1">
+			<data element_type="f32" shape="64, 1, 1, 1" offset="592" size="256" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="onnx::Conv_300" />
+			</rt_info>
+			<output>
+				<port id="0" precision="FP32" names="onnx::Conv_300">
+					<dim>64</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="28" name="Constant_6741" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="256" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6741" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="29" name="ShapeOf_6742" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="264" size="32" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="ShapeOf_6742" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="30" name="Constant_6739" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6739" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="31" name="Constant_6740" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="304" size="16" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6740" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="32" name="VariadicSplit_6743" type="VariadicSplit" version="opset1">
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6739, Constant_6740, ShapeOf_6742, VariadicSplit_6743" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="33" name="Divide_6744" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6741, Divide_6744" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="34" name="Concat_6745" type="Concat" version="opset1">
+			<data axis="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Concat_6745, Constant_6741" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>3</dim>
+				</port>
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>5</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="35" name="Reshape_6746" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Reshape_6746" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>64</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>5</dim>
+				</port>
+			</input>
+			<output>
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+			</output>
+		</layer>
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+			</output>
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+			<data auto_broadcast="numpy" />
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+			</output>
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+				<attribute name="fused_names" version="0" value="/emb_gru/linear_in/Concat, /emb_gru/linear_in/Constant, /emb_gru/linear_in/Constant_1" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
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+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64" names="/emb_gru/linear_in/Concat_output_0">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="107" name="/emb_gru/linear_in/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_in/Reshape" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>512</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="/emb_gru/linear_in/Reshape_output_0">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>16</dim>
+					<dim>32</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="108" name="emb_gru.linear_in.0.weight" type="Const" version="opset1">
+			<data element_type="f32" shape="16, 32, 16" offset="2144" size="32768" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="emb_gru.linear_in.0.weight" />
+			</rt_info>
+			<output>
+				<port id="0" precision="FP32" names="emb_gru.linear_in.0.weight">
+					<dim>16</dim>
+					<dim>32</dim>
+					<dim>16</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="109" name="/emb_gru/linear_in/Einsum" type="Einsum" version="opset7">
+			<data equation="btgi,gih->btgh" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_in/Einsum" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>16</dim>
+					<dim>32</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>16</dim>
+					<dim>32</dim>
+					<dim>16</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="/emb_gru/linear_in/Einsum_output_0">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>16</dim>
+					<dim>16</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="110" name="/emb_gru/linear_in/Shape_1" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_in/Shape_1" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>16</dim>
+					<dim>16</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64" names="/emb_gru/linear_in/Shape_1_output_0">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="111" name="/emb_gru/linear_in/Constant_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_in/Constant_3" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/linear_in/Constant_3_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="112" name="/emb_gru/linear_in/Constant_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="584" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_in/Constant_4" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/linear_in/Constant_4_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="113" name="Constant_6294" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="576" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6294" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="114" name="ShapeOf_6295" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="576" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="ShapeOf_6295" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="115" name="Broadcast_6296" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Broadcast_6296, Constant_6294, ShapeOf_6295" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="116" name="/emb_gru/linear_in/Constant_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_in/Constant_2" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/linear_in/Constant_2_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="117" name="/emb_gru/linear_in/Slice" type="Slice" version="opset8">
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_in/Constant_2, /emb_gru/linear_in/Constant_3, /emb_gru/linear_in/Constant_4, /emb_gru/linear_in/Slice" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="5" precision="I64" names="/emb_gru/linear_in/Slice_output_0">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="118" name="/emb_gru/linear_in/Constant_5" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="34912" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_in/Constant_5" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/linear_in/Constant_5_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="119" name="/emb_gru/linear_in/Concat_1" type="Concat" version="opset1">
+			<data axis="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_in/Concat_1, /emb_gru/linear_in/Constant_5" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="/emb_gru/linear_in/Concat_1_output_0">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="120" name="/emb_gru/linear_in/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_in/Reshape_1" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>16</dim>
+					<dim>16</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="/emb_gru/linear_in/Reshape_1_output_0">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>256</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="121" name="/emb_gru/linear_in/Relu" type="ReLU" version="opset1">
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_in/Relu" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>256</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="/emb_gru/linear_in/Relu_output_0">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>256</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="122" name="Constant_6324" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="34920" size="24" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6324" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="123" name="/emb_gru/Transpose" type="Transpose" version="opset1">
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/Transpose" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>256</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="/emb_gru/Transpose_output_0">
+					<dim>3002</dim>
+					<dim>1</dim>
+					<dim>256</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="124" name="Constant_6342" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="34920" size="24" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6342" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="125" name="Transpose_6343" type="Transpose" version="opset1">
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Transpose_6343" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>3002</dim>
+					<dim>1</dim>
+					<dim>256</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>256</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="126" name="Constant_6319" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="34944" size="4" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6319" />
+			</rt_info>
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="127" name="/emb_gru/Constant_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="584" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/Constant_1" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/Constant_1_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="128" name="/emb_gru/Shape" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/Shape" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>256</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64" names="/emb_gru/Shape_output_0">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="129" name="/emb_gru/Constant" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/Constant" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/Constant_output_0" />
+			</output>
+		</layer>
+		<layer id="130" name="Constant_6311" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6311" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="131" name="/emb_gru/Gather" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/Constant, /emb_gru/Gather, Constant_6311" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="/emb_gru/Gather_output_0" />
+			</output>
+		</layer>
+		<layer id="132" name="Constant_6314" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6314" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="133" name="/emb_gru/Unsqueeze" type="Unsqueeze" version="opset1">
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/Unsqueeze, Constant_6314" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="/emb_gru/Unsqueeze_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="134" name="/emb_gru/Constant_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="34948" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/Constant_2" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/Constant_2_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="135" name="/emb_gru/Concat" type="Concat" version="opset1">
+			<data axis="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/Concat, /emb_gru/Constant_1, /emb_gru/Constant_2" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="3" precision="I64" names="/emb_gru/Concat_output_0">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="136" name="/emb_gru/ConstantOfShape" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/ConstantOfShape" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="/emb_gru/ConstantOfShape_output_0">
+					<dim>2</dim>
+					<dim>1</dim>
+					<dim>256</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="137" name="/emb_gru/Constant_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/Constant_7" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/Constant_7_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="138" name="/emb_gru/Constant_8" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="576" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/Constant_8" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/Constant_8_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="139" name="Constant_6332" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="576" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6332" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="140" name="ShapeOf_6333" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="576" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="ShapeOf_6333" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="141" name="Broadcast_6334" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Broadcast_6334, Constant_6332, ShapeOf_6333" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="142" name="/emb_gru/Constant_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="296" size="8" />
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+				<attribute name="fused_names" version="0" value="/emb_gru/Constant_6" />
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+			<output>
+				<port id="0" precision="I64" names="/emb_gru/Constant_6_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="143" name="/emb_gru/Slice" type="Slice" version="opset8">
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/Slice" />
+			</rt_info>
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+				<port id="4" precision="I64">
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+			<output>
+				<port id="5" precision="FP32" names="/emb_gru/Slice_output_0">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>256</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="144" name="Constant_6362" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="34920" size="24" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6362" />
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+			<output>
+				<port id="0" precision="I64">
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+				</port>
+			</output>
+		</layer>
+		<layer id="145" name="Transpose_6363" type="Transpose" version="opset1">
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+				<attribute name="fused_names" version="0" value="Transpose_6363" />
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+					<dim>1</dim>
+					<dim>256</dim>
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+			</output>
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+		<layer id="146" name="ShapeOf_6344" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="ShapeOf_6344" />
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+			<data element_type="i32" shape="1" offset="34956" size="4" />
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+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6345" />
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+			</output>
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+			<data batch_dims="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6345, Gather_6349" />
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+			<data element_type="i32" shape="1" offset="34944" size="4" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6346" />
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+			<output>
+				<port id="0" precision="I32">
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+			</output>
+		</layer>
+		<layer id="151" name="Gather_6347" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6345, Constant_6346, Gather_6347" />
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+			<output>
+				<port id="3" precision="I64">
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+			</output>
+		</layer>
+		<layer id="152" name="Broadcast_6358" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Broadcast_6358" />
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+			</output>
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+			<data element_type="f32" shape="1, 768, 256" offset="34960" size="786432" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/Constant_3" />
+			</rt_info>
+			<output>
+				<port id="0" precision="FP32" names="/emb_gru/Constant_3_output_0">
+					<dim>1</dim>
+					<dim>768</dim>
+					<dim>256</dim>
+				</port>
+			</output>
+		</layer>
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+			<data element_type="f32" shape="1, 768, 256" offset="821392" size="786432" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/Constant_4" />
+			</rt_info>
+			<output>
+				<port id="0" precision="FP32" names="/emb_gru/Constant_4_output_0">
+					<dim>1</dim>
+					<dim>768</dim>
+					<dim>256</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="155" name="/emb_gru/Constant_5" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1536" offset="1607824" size="6144" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/Constant_5" />
+			</rt_info>
+			<output>
+				<port id="0" precision="FP32" names="/emb_gru/Constant_5_output_0">
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+			</output>
+		</layer>
+		<layer id="156" name="Constant_6365" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="576" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6365" />
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+			<output>
+				<port id="0" precision="I64" />
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+			<data num_splits="6" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Split_6366" />
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+				<port id="1" precision="I64" />
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+				<port id="7" precision="FP32">
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+			<data auto_broadcast="numpy" />
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+				<attribute name="fused_names" version="0" value="Add_6367" />
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+			<data auto_broadcast="numpy" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Add_6368" />
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+			</output>
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+		<layer id="160" name="Concat_6369" type="Concat" version="opset1">
+			<data axis="1" />
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+				<attribute name="fused_names" version="0" value="Concat_6369" />
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+					<dim>1024</dim>
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+			</output>
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+			<data direction="forward" linear_before_reset="true" hidden_size="256" activations="sigmoid, tanh" activations_alpha="" activations_beta="" clip="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="GRUSequence_6370" />
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+				<port id="5" precision="FP32">
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+			<data element_type="i64" shape="4" offset="1613968" size="32" />
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+				<attribute name="fused_names" version="0" value="Constant_6371" />
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+			</output>
+		</layer>
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+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/GRU_/emb_gru/GRU_output_0" />
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+				<port id="1" precision="I64">
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+				</port>
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+			<output>
+				<port id="2" precision="FP32" names="/emb_gru/GRU_output_0">
+					<dim>3002</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>256</dim>
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+			</output>
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+			<data element_type="i64" shape="1" offset="576" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6375" />
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+				<port id="0" precision="I64">
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+			</output>
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+				<attribute name="fused_names" version="0" value="/emb_gru/Squeeze" />
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+				<port id="1" precision="I64">
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+					<dim>3002</dim>
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+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6393" />
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+				<attribute name="fused_names" version="0" value="Transpose_6394" />
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+					<dim>1</dim>
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+			<data element_type="i64" shape="1" offset="584" size="8" />
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+				<attribute name="fused_names" version="0" value="/emb_gru/Constant_14" />
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+		<layer id="172" name="Broadcast_6385" type="Broadcast" version="opset3">
+			<data mode="numpy" />
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+				<attribute name="fused_names" version="0" value="Broadcast_6385, Constant_6383, ShapeOf_6384" />
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+			<data element_type="i64" shape="1" offset="296" size="8" />
+			<rt_info>
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+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="209" name="/emb_gru/linear_out/Unsqueeze_1" type="Unsqueeze" version="opset1">
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Unsqueeze_1, Constant_6439" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="/emb_gru/linear_out/Unsqueeze_1_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="210" name="/emb_gru/linear_out/Constant" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="2128" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Constant" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/linear_out/Constant_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="211" name="/emb_gru/linear_out/Constant_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="2128" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Constant_1" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/linear_out/Constant_1_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="212" name="/emb_gru/linear_out/Concat" type="Concat" version="opset1">
+			<data axis="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Concat, /emb_gru/linear_out/Constant, /emb_gru/linear_out/Constant_1" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
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+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64" names="/emb_gru/linear_out/Concat_output_0">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="213" name="/emb_gru/linear_out/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Reshape" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>256</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="/emb_gru/linear_out/Reshape_output_0">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>16</dim>
+					<dim>16</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="214" name="emb_gru.linear_out.0.weight" type="Const" version="opset1">
+			<data element_type="f32" shape="16, 16, 32" offset="3193008" size="32768" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="emb_gru.linear_out.0.weight" />
+			</rt_info>
+			<output>
+				<port id="0" precision="FP32" names="emb_gru.linear_out.0.weight">
+					<dim>16</dim>
+					<dim>16</dim>
+					<dim>32</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="215" name="/emb_gru/linear_out/Einsum" type="Einsum" version="opset7">
+			<data equation="btgi,gih->btgh" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Einsum" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>16</dim>
+					<dim>16</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>16</dim>
+					<dim>16</dim>
+					<dim>32</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="/emb_gru/linear_out/Einsum_output_0">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>16</dim>
+					<dim>32</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="216" name="/emb_gru/linear_out/Shape_1" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Shape_1" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>16</dim>
+					<dim>32</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64" names="/emb_gru/linear_out/Shape_1_output_0">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="217" name="/emb_gru/linear_out/Constant_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Constant_3" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/linear_out/Constant_3_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="218" name="/emb_gru/linear_out/Constant_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="584" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Constant_4" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/linear_out/Constant_4_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="219" name="Constant_6451" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="576" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6451" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="220" name="ShapeOf_6452" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="576" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="ShapeOf_6452" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="221" name="Broadcast_6453" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Broadcast_6453, Constant_6451, ShapeOf_6452" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="222" name="/emb_gru/linear_out/Constant_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Constant_2" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/linear_out/Constant_2_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="223" name="/emb_gru/linear_out/Slice" type="Slice" version="opset8">
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Constant_2, /emb_gru/linear_out/Constant_3, /emb_gru/linear_out/Constant_4, /emb_gru/linear_out/Slice" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
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+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
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+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="5" precision="I64" names="/emb_gru/linear_out/Slice_output_0">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="224" name="/emb_gru/linear_out/Constant_5" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="34912" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Constant_5" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/emb_gru/linear_out/Constant_5_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="225" name="/emb_gru/linear_out/Concat_1" type="Concat" version="opset1">
+			<data axis="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Concat_1, /emb_gru/linear_out/Constant_5" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="/emb_gru/linear_out/Concat_1_output_0">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="226" name="/emb_gru/linear_out/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Reshape_1" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>16</dim>
+					<dim>32</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="/emb_gru/linear_out/Reshape_1_output_0">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>512</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="227" name="/emb_gru/linear_out/Relu" type="ReLU" version="opset1">
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/emb_gru/linear_out/Relu" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>512</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="/emb_gru/linear_out/Relu_output_0">
+					<dim>1</dim>
+					<dim>3002</dim>
+					<dim>512</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="228" name="/Shape" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/Shape" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>64</dim>
+					<dim>3002</dim>
+					<dim>8</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64" names="/Shape_output_0">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="229" name="Constant_1" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_1" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="onnx::Gather_64" />
+			</output>
+		</layer>
+		<layer id="230" name="Constant_6265" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6265" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="231" name="/Gather" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/Gather, Constant_1, Constant_6265" />
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="/Gather_output_0" />
+			</output>
+		</layer>
+		<layer id="232" name="Constant_6466" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6466" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="233" name="/Unsqueeze" type="Unsqueeze" version="opset1">
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/Unsqueeze, Constant_6466" />
+			</rt_info>
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+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
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+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="/Unsqueeze_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="234" name="Constant_3" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="584" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_3" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="onnx::Gather_66" />
+			</output>
+		</layer>
+		<layer id="235" name="Constant_6268" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6268" />
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+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
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+			<data batch_dims="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/Gather_1, Constant_3, Constant_6268" />
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+					<dim>4</dim>
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+				<port id="1" precision="I64" />
+				<port id="2" precision="I64" />
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+			<output>
+				<port id="3" precision="I64" names="/Gather_1_output_0" />
+			</output>
+		</layer>
+		<layer id="237" name="Constant_6468" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6468" />
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+			<output>
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+				</port>
+			</output>
+		</layer>
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+				<attribute name="fused_names" version="0" value="/Unsqueeze_1, Constant_6468" />
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+				<port id="1" precision="I64">
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+			<output>
+				<port id="2" precision="I64" names="/Unsqueeze_1_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="239" name="Constant_5" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="3225776" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_5" />
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+			<output>
+				<port id="0" precision="I64" names="onnx::Gather_68" />
+			</output>
+		</layer>
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+			<data element_type="i64" shape="" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6271" />
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+			<output>
+				<port id="0" precision="I64" />
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+		<layer id="241" name="/Gather_2" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/Gather_2, Constant_5, Constant_6271" />
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+				<port id="1" precision="I64" />
+				<port id="2" precision="I64" />
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+			<output>
+				<port id="3" precision="I64" names="/Gather_2_output_0" />
+			</output>
+		</layer>
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+			<data element_type="i64" shape="1" offset="296" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_6470" />
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+			<output>
+				<port id="0" precision="I64">
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+				</port>
+			</output>
+		</layer>
+		<layer id="243" name="/Unsqueeze_2" type="Unsqueeze" version="opset1">
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+				<attribute name="fused_names" version="0" value="/Unsqueeze_2, Constant_6470" />
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+				<port id="1" precision="I64">
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+				<port id="2" precision="I64" names="/Unsqueeze_2_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
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+		<layer id="244" name="/Constant" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="34912" size="8" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/Constant" />
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+			<output>
+				<port id="0" precision="I64" names="/Constant_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="245" name="/Concat" type="Concat" version="opset1">
+			<data axis="0" />
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/Concat, /Constant" />
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+					<dim>1</dim>
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