AIFunOver's picture
Upload text_encoder/openvino_model.xml with huggingface_hub
51b3f96 verified
<?xml version="1.0"?>
<net name="Model332" version="11">
<layers>
<layer id="0" name="input_ids" type="Parameter" version="opset1">
<data shape="?,?" element_type="i32" />
<output>
<port id="0" precision="I32" names="input_ids">
<dim>-1</dim>
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="1" name="self.text_model.embeddings.token_embedding.weight" type="Const" version="opset1">
<data element_type="f32" shape="49408, 768" offset="0" size="151781376" />
<output>
<port id="0" precision="FP32" names="self.text_model.embeddings.token_embedding.weight">
<dim>49408</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="2" name="Constant_255271" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="151781376" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="3" name="__module.text_model/aten::view/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="I32">
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="I32" names="35,782,input_ids,input_ids.3">
<dim>-1</dim>
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="4" name="__module.text_model.embeddings.token_embedding/aten::embedding/Constant" type="Const" version="opset1">
<data element_type="i32" shape="" offset="151781392" size="4" />
<output>
<port id="0" precision="I32" />
</output>
</layer>
<layer id="5" name="__module.text_model.embeddings.token_embedding/aten::embedding/Gather" type="Gather" version="opset8">
<data batch_dims="0" />
<input>
<port id="0" precision="FP32">
<dim>49408</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="2" precision="I32" />
</input>
<output>
<port id="3" precision="FP32" names="43,inputs_embeds">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="6" name="self.text_model.embeddings.position_embedding.weight" type="Const" version="opset1">
<data element_type="f32" shape="77, 768" offset="151781396" size="236544" />
<output>
<port id="0" precision="FP32" names="self.text_model.embeddings.position_embedding.weight">
<dim>77</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="7" name="__module.text_model.embeddings/aten::slice/Slice" type="Const" version="opset1">
<data element_type="i64" shape="1, 77" offset="152017940" size="616" />
<output>
<port id="0" precision="I64" names="40">
<dim>1</dim>
<dim>77</dim>
</port>
</output>
</layer>
<layer id="8" name="Constant_242731" type="Const" version="opset1">
<data element_type="i64" shape="1" offset="152018556" size="8" />
<output>
<port id="0" precision="I64">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="9" name="ShapeOf_255119" type="ShapeOf" version="opset3">
<data output_type="i64" />
<input>
<port id="0" precision="I32">
<dim>-1</dim>
<dim>-1</dim>
</port>
</input>
<output>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="10" name="Constant_255120" type="Const" version="opset1">
<data element_type="i64" shape="" offset="152018564" size="8" />
<output>
<port id="0" precision="I64" />
</output>
</layer>
<layer id="11" name="Constant_255121" type="Const" version="opset1">
<data element_type="i64" shape="" offset="152018556" size="8" />
<output>
<port id="0" precision="I64" />
</output>
</layer>
<layer id="12" name="Gather_255122" type="Gather" version="opset8">
<data batch_dims="0" />
<input>
<port id="0" precision="I64">
<dim>2</dim>
</port>
<port id="1" precision="I64" />
<port id="2" precision="I64" />
</input>
<output>
<port id="3" precision="I64" names="32,47,51,54,key_value_length" />
</output>
</layer>
<layer id="13" name="Constant_255129" type="Const" version="opset1">
<data element_type="i64" shape="1" offset="152018564" size="8" />
<output>
<port id="0" precision="I64">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="14" name="Reshape_255130" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="I64" />
<port id="1" precision="I64">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="I64" names="39">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="15" name="Constant_242734" type="Const" version="opset1">
<data element_type="i64" shape="1" offset="152018564" size="8" />
<output>
<port id="0" precision="I64">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="16" name="__module.text_model.embeddings/aten::slice/Reshape_2" type="Const" version="opset1">
<data element_type="i64" shape="1" offset="152018564" size="8" />
<output>
<port id="0" precision="I64">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="17" name="__module.text_model.embeddings/aten::slice/Slice_1" type="Slice" version="opset8">
<input>
<port id="0" precision="I64">
<dim>1</dim>
<dim>77</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="41">
<dim>1</dim>
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="18" name="__module.text_model.embeddings.position_embedding/aten::embedding/Convert" type="Convert" version="opset1">
<data destination_type="i32" />
<input>
<port id="0" precision="I64">
<dim>1</dim>
<dim>-1</dim>
</port>
</input>
<output>
<port id="1" precision="I32">
<dim>1</dim>
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="19" name="__module.text_model.embeddings.position_embedding/aten::embedding/Constant" type="Const" version="opset1">
<data element_type="i32" shape="" offset="151781392" size="4" />
<output>
<port id="0" precision="I32" />
</output>
</layer>
<layer id="20" name="__module.text_model.embeddings.position_embedding/aten::embedding/Gather" type="Gather" version="opset8">
<data batch_dims="0" />
<input>
<port id="0" precision="FP32">
<dim>77</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
<dim>-1</dim>
</port>
<port id="2" precision="I32" />
</input>
<output>
<port id="3" precision="FP32" names="45,position_embeddings">
<dim>1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="21" name="__module.text_model.embeddings/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="46,residual.1">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="22" name="__module.text_model.encoder.layers.0.layer_norm1/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="23" name="__module.text_model.encoder.layers.0.layer_norm1/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="24" name="Constant_254699" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="152018576" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="25" name="__module.text_model.encoder.layers.0.layer_norm1/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="26" name="Constant_254700" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="152021648" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="27" name="__module.text_model.encoder.layers.0.layer_norm1/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="99,hidden_states.1">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="28" name="self.text_model.encoder.layers.0.self_attn.q_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="152024720" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.0.self_attn.q_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="29" name="__module.text_model.encoder.layers.0.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="30" name="Constant_254701" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="154384016" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="31" name="__module.text_model.encoder.layers.0.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="109,query_states.1">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="32" name="Constant_255272" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="33" name="__module.text_model.encoder.layers.0.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="117">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="34" name="__module.text_model.encoder.layers.0.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="35" name="__module.text_model.encoder.layers.0.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="118">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="36" name="self.text_model.encoder.layers.0.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="154387136" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.0.self_attn.k_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="37" name="__module.text_model.encoder.layers.0.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="38" name="Constant_254702" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="156746432" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="39" name="__module.text_model.encoder.layers.0.self_attn.k_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="112,key_states.1">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="40" name="Constant_255273" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="41" name="__module.text_model.encoder.layers.0.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="120">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="42" name="__module.text_model.encoder.layers.0.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="43" name="__module.text_model.encoder.layers.0.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="121">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="44" name="self.text_model.encoder.layers.0.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="156749504" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.0.self_attn.v_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="45" name="__module.text_model.encoder.layers.0.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="46" name="Constant_254703" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="159108800" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="47" name="__module.text_model.encoder.layers.0.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="115,value_states.1">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="48" name="Constant_255274" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="49" name="__module.text_model.encoder.layers.0.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="123">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="50" name="__module.text_model.encoder.layers.0.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="51" name="__module.text_model.encoder.layers.0.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="124">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="52" name="__module.text_model/aten::arange/Constant" type="Const" version="opset1">
<data element_type="i32" shape="" offset="151781392" size="4" />
<output>
<port id="0" precision="I32" />
</output>
</layer>
<layer id="53" name="__module.text_model/aten::arange/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="" offset="159111872" size="4" />
<output>
<port id="0" precision="I32" />
</output>
</layer>
<layer id="54" name="__module.text_model/aten::arange/Range" type="Range" version="opset4">
<data output_type="f32" />
<input>
<port id="0" precision="I32" />
<port id="1" precision="I64" />
<port id="2" precision="I32" />
</input>
<output>
<port id="3" precision="FP32">
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="55" name="__module.text_model/aten::arange/ConvertLike" type="Convert" version="opset1">
<data destination_type="i64" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
</port>
</input>
<output>
<port id="1" precision="I64" names="52,mask_cond">
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="56" name="Constant_254704" type="Const" version="opset1">
<data element_type="i64" shape="1" offset="152018564" size="8" />
<output>
<port id="0" precision="I64">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="57" name="__module.text_model/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<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" names="53">
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="58" name="Constant_255275" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="159111876" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="59" name="__module.text_model/aten::view/Reshape_1" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="I64">
<dim>-1</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="I64" names="56">
<dim>-1</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="60" name="__module.text_model/aten::lt/Less" type="Less" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="I64">
<dim>-1</dim>
</port>
<port id="1" precision="I64">
<dim>-1</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="BOOL" names="57">
<dim>-1</dim>
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="61" name="__module.text_model/aten::masked_fill_/ConvertLike" type="Const" version="opset1">
<data element_type="f32" shape="" offset="151781392" size="4" />
<output>
<port id="0" precision="FP32" />
</output>
</layer>
<layer id="62" name="21" type="Const" version="opset1">
<data element_type="f32" shape="" offset="159111892" size="4" />
<output>
<port id="0" precision="FP32" names="21" />
</output>
</layer>
<layer id="63" name="Constant_254091" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="159111896" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="64" name="__module.text_model/prim::ListConstruct_1" type="Broadcast" version="opset3">
<data mode="numpy" />
<input>
<port id="0" precision="I64">
<dim>1</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="65" name="__module.text_model/aten::full/Broadcast" type="Broadcast" version="opset3">
<data mode="numpy" />
<input>
<port id="0" precision="FP32" />
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="50_1">
<dim>-1</dim>
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="66" name="__module.text_model/aten::masked_fill_/Select" type="Select" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="BOOL">
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="1" precision="FP32" />
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
</port>
</input>
<output>
<port id="3" precision="FP32" names="50,59,mask,mask.1">
<dim>-1</dim>
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="67" name="27" type="Const" version="opset1">
<data element_type="i64" shape="" offset="152018556" size="8" />
<output>
<port id="0" precision="I64" names="27" />
</output>
</layer>
<layer id="68" name="__module.text_model/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="1" precision="I64" />
</input>
<output>
<port id="2" precision="FP32" names="60">
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="69" name="26" type="Const" version="opset1">
<data element_type="i64" shape="" offset="152018564" size="8" />
<output>
<port id="0" precision="I64" names="26" />
</output>
</layer>
<layer id="70" name="__module.text_model/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="1" precision="I64" />
</input>
<output>
<port id="2" precision="FP32" names="61,62,63">
<dim>1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="71" name="Constant_255134" type="Const" version="opset1">
<data element_type="i64" shape="1" offset="152018556" size="8" />
<output>
<port id="0" precision="I64">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="72" name="Constant_255135" type="Const" version="opset1">
<data element_type="i64" shape="" offset="152018556" size="8" />
<output>
<port id="0" precision="I64" />
</output>
</layer>
<layer id="73" name="Gather_255136" type="Gather" version="opset8">
<data batch_dims="0" />
<input>
<port id="0" precision="I64">
<dim>2</dim>
</port>
<port id="1" precision="I64">
<dim>1</dim>
</port>
<port id="2" precision="I64" />
</input>
<output>
<port id="3" precision="I64" names="104,161,218,275,31,332,389,446,503,560,617,674,731">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="74" name="Constant_253411" type="Const" version="opset1">
<data element_type="i64" shape="1" offset="152018564" size="8" />
<output>
<port id="0" precision="I64">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="75" name="__module.text_model/aten::sub/Subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<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" names="48,past_key_values_length">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="76" name="__module.text_model/aten::add/Add_2" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<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" names="64,65">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="77" name="__module.text_model/prim::ListConstruct_3" type="Concat" version="opset1">
<data axis="0" />
<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>
<port id="3" precision="I64">
<dim>1</dim>
</port>
</input>
<output>
<port id="4" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="78" name="__module.text_model/aten::expand/Broadcast" type="Broadcast" version="opset3">
<data mode="bidirectional" />
<input>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="67">
<dim>-1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="79" name="11" type="Const" version="opset1">
<data element_type="f32" shape="" offset="159111900" size="4" />
<output>
<port id="0" precision="FP32" names="11" />
</output>
</layer>
<layer id="80" name="__module.text_model.encoder.layers.0.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
<data causal="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="3" precision="FP32">
<dim>-1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="4" precision="FP32" />
</input>
<output>
<port id="5" precision="FP32" names="125,attn_output.1">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="81" name="__module.text_model.encoder.layers.0.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="82" name="__module.text_model.encoder.layers.0.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="126,attn_output.3">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="83" name="Constant_255276" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="159111904" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="84" name="__module.text_model.encoder.layers.0.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="128">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="85" name="self.text_model.encoder.layers.0.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="159111928" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.0.self_attn.out_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="86" name="__module.text_model.encoder.layers.0.self_attn.out_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="87" name="Constant_254705" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="161471224" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="88" name="__module.text_model.encoder.layers.0.self_attn.out_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="131,hidden_states.3">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="89" name="__module.text_model.encoder.layers.0/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="132,residual.3">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="90" name="__module.text_model.encoder.layers.0.layer_norm2/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="91" name="__module.text_model.encoder.layers.0.layer_norm2/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="92" name="Constant_254706" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="161474296" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="93" name="__module.text_model.encoder.layers.0.layer_norm2/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="94" name="Constant_254707" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="161477368" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="95" name="__module.text_model.encoder.layers.0.layer_norm2/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="136">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="96" name="self.text_model.encoder.layers.0.mlp.fc1.weight" type="Const" version="opset1">
<data element_type="f32" shape="3072, 768" offset="161480440" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.0.mlp.fc1.weight">
<dim>3072</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="97" name="__module.text_model.encoder.layers.0.mlp.fc1/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>3072</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="98" name="Constant_254708" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 3072" offset="170917624" size="12288" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="99" name="__module.text_model.encoder.layers.0.mlp.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="141,input.1">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="100" name="Constant_254245" type="Const" version="opset1">
<data element_type="f32" shape="" offset="170929912" size="4" />
<output>
<port id="0" precision="FP32" />
</output>
</layer>
<layer id="101" name="__module.text_model.encoder.layers.0.mlp.activation_fn/aten::mul/Multiply_1" type="Swish" version="opset4">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32" />
</input>
<output>
<port id="2" precision="FP32" names="144">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="102" name="self.text_model.encoder.layers.0.mlp.fc2.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 3072" offset="170929916" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.0.mlp.fc2.weight">
<dim>768</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="103" name="__module.text_model.encoder.layers.0.mlp.fc2/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="104" name="Constant_254709" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="180367100" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="105" name="__module.text_model.encoder.layers.0.mlp.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="147,hidden_states.5">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="106" name="__module.text_model.encoder.layers.0/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="148,residual.5">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="107" name="__module.text_model.encoder.layers.1.layer_norm1/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="108" name="__module.text_model.encoder.layers.1.layer_norm1/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="109" name="Constant_254710" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="180370172" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="110" name="__module.text_model.encoder.layers.1.layer_norm1/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="111" name="Constant_254711" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="180373244" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="112" name="__module.text_model.encoder.layers.1.layer_norm1/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="156,hidden_states.7">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="113" name="self.text_model.encoder.layers.1.self_attn.q_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="180376316" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.1.self_attn.q_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="114" name="__module.text_model.encoder.layers.1.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="115" name="Constant_254712" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="182735612" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="116" name="__module.text_model.encoder.layers.1.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="166,query_states.3">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="117" name="Constant_255277" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="118" name="__module.text_model.encoder.layers.1.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="174">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="119" name="__module.text_model.encoder.layers.1.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="120" name="__module.text_model.encoder.layers.1.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="175">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="121" name="self.text_model.encoder.layers.1.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="182738684" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.1.self_attn.k_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="122" name="__module.text_model.encoder.layers.1.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="123" name="Constant_254713" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="185097980" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="124" name="__module.text_model.encoder.layers.1.self_attn.k_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="169,key_states.3">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="125" name="Constant_255278" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="126" name="__module.text_model.encoder.layers.1.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="177">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="127" name="__module.text_model.encoder.layers.1.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="128" name="__module.text_model.encoder.layers.1.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="178">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="129" name="self.text_model.encoder.layers.1.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="185101052" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.1.self_attn.v_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="130" name="__module.text_model.encoder.layers.1.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="131" name="Constant_254714" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="187460348" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="132" name="__module.text_model.encoder.layers.1.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="172,value_states.3">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="133" name="Constant_255279" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="134" name="__module.text_model.encoder.layers.1.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="180">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="135" name="__module.text_model.encoder.layers.1.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="136" name="__module.text_model.encoder.layers.1.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="181">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="137" name="__module.text_model.encoder.layers.1.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
<data causal="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="3" precision="FP32">
<dim>-1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="4" precision="FP32" />
</input>
<output>
<port id="5" precision="FP32" names="182,attn_output.5">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="138" name="__module.text_model.encoder.layers.1.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="139" name="__module.text_model.encoder.layers.1.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="183,attn_output.7">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="140" name="Constant_255280" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="159111904" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="141" name="__module.text_model.encoder.layers.1.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="185">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="142" name="self.text_model.encoder.layers.1.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="187463420" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.1.self_attn.out_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="143" name="__module.text_model.encoder.layers.1.self_attn.out_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="144" name="Constant_254715" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="189822716" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="145" name="__module.text_model.encoder.layers.1.self_attn.out_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="188,hidden_states.9">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="146" name="__module.text_model.encoder.layers.1/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="189,residual.7">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="147" name="__module.text_model.encoder.layers.1.layer_norm2/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="148" name="__module.text_model.encoder.layers.1.layer_norm2/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="149" name="Constant_254716" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="189825788" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="150" name="__module.text_model.encoder.layers.1.layer_norm2/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="151" name="Constant_254717" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="189828860" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="152" name="__module.text_model.encoder.layers.1.layer_norm2/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="193">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="153" name="self.text_model.encoder.layers.1.mlp.fc1.weight" type="Const" version="opset1">
<data element_type="f32" shape="3072, 768" offset="189831932" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.1.mlp.fc1.weight">
<dim>3072</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="154" name="__module.text_model.encoder.layers.1.mlp.fc1/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>3072</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="155" name="Constant_254718" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 3072" offset="199269116" size="12288" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="156" name="__module.text_model.encoder.layers.1.mlp.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="198,input.3">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="157" name="Constant_254273" type="Const" version="opset1">
<data element_type="f32" shape="" offset="170929912" size="4" />
<output>
<port id="0" precision="FP32" />
</output>
</layer>
<layer id="158" name="__module.text_model.encoder.layers.1.mlp.activation_fn/aten::mul/Multiply_1" type="Swish" version="opset4">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32" />
</input>
<output>
<port id="2" precision="FP32" names="201">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="159" name="self.text_model.encoder.layers.1.mlp.fc2.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 3072" offset="199281404" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.1.mlp.fc2.weight">
<dim>768</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="160" name="__module.text_model.encoder.layers.1.mlp.fc2/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="161" name="Constant_254719" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="208718588" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="162" name="__module.text_model.encoder.layers.1.mlp.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="204,hidden_states.11">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="163" name="__module.text_model.encoder.layers.1/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="205,residual.9">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="164" name="__module.text_model.encoder.layers.2.layer_norm1/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="165" name="__module.text_model.encoder.layers.2.layer_norm1/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="166" name="Constant_254720" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="208721660" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="167" name="__module.text_model.encoder.layers.2.layer_norm1/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="168" name="Constant_254721" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="208724732" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="169" name="__module.text_model.encoder.layers.2.layer_norm1/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="213,hidden_states.13">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="170" name="self.text_model.encoder.layers.2.self_attn.q_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="208727804" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.2.self_attn.q_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="171" name="__module.text_model.encoder.layers.2.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="172" name="Constant_254722" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="211087100" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="173" name="__module.text_model.encoder.layers.2.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="223,query_states.5">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="174" name="Constant_255281" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="175" name="__module.text_model.encoder.layers.2.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="231">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="176" name="__module.text_model.encoder.layers.2.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="177" name="__module.text_model.encoder.layers.2.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="232">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="178" name="self.text_model.encoder.layers.2.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="211090172" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.2.self_attn.k_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="179" name="__module.text_model.encoder.layers.2.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="180" name="Constant_254723" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="213449468" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="181" name="__module.text_model.encoder.layers.2.self_attn.k_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="226,key_states.5">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="182" name="Constant_255282" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="183" name="__module.text_model.encoder.layers.2.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="234">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="184" name="__module.text_model.encoder.layers.2.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="185" name="__module.text_model.encoder.layers.2.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="235">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="186" name="self.text_model.encoder.layers.2.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="213452540" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.2.self_attn.v_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="187" name="__module.text_model.encoder.layers.2.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="188" name="Constant_254724" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="215811836" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="189" name="__module.text_model.encoder.layers.2.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="229,value_states.5">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="190" name="Constant_255283" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="191" name="__module.text_model.encoder.layers.2.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="237">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="192" name="__module.text_model.encoder.layers.2.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="193" name="__module.text_model.encoder.layers.2.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="238">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="194" name="__module.text_model.encoder.layers.2.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
<data causal="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="3" precision="FP32">
<dim>-1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="4" precision="FP32" />
</input>
<output>
<port id="5" precision="FP32" names="239,attn_output.9">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="195" name="__module.text_model.encoder.layers.2.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="196" name="__module.text_model.encoder.layers.2.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="240,attn_output.11">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="197" name="Constant_255284" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="159111904" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="198" name="__module.text_model.encoder.layers.2.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="242">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="199" name="self.text_model.encoder.layers.2.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="215814908" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.2.self_attn.out_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="200" name="__module.text_model.encoder.layers.2.self_attn.out_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="201" name="Constant_254725" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="218174204" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="202" name="__module.text_model.encoder.layers.2.self_attn.out_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="245,hidden_states.15">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="203" name="__module.text_model.encoder.layers.2/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="246,residual.11">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="204" name="__module.text_model.encoder.layers.2.layer_norm2/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="205" name="__module.text_model.encoder.layers.2.layer_norm2/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="206" name="Constant_254726" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="218177276" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="207" name="__module.text_model.encoder.layers.2.layer_norm2/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="208" name="Constant_254727" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="218180348" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="209" name="__module.text_model.encoder.layers.2.layer_norm2/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="250">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="210" name="self.text_model.encoder.layers.2.mlp.fc1.weight" type="Const" version="opset1">
<data element_type="f32" shape="3072, 768" offset="218183420" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.2.mlp.fc1.weight">
<dim>3072</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="211" name="__module.text_model.encoder.layers.2.mlp.fc1/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>3072</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="212" name="Constant_254728" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 3072" offset="227620604" size="12288" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="213" name="__module.text_model.encoder.layers.2.mlp.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="255,input.5">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="214" name="Constant_254301" type="Const" version="opset1">
<data element_type="f32" shape="" offset="170929912" size="4" />
<output>
<port id="0" precision="FP32" />
</output>
</layer>
<layer id="215" name="__module.text_model.encoder.layers.2.mlp.activation_fn/aten::mul/Multiply_1" type="Swish" version="opset4">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32" />
</input>
<output>
<port id="2" precision="FP32" names="258">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="216" name="self.text_model.encoder.layers.2.mlp.fc2.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 3072" offset="227632892" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.2.mlp.fc2.weight">
<dim>768</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="217" name="__module.text_model.encoder.layers.2.mlp.fc2/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="218" name="Constant_254729" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="237070076" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="219" name="__module.text_model.encoder.layers.2.mlp.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="261,hidden_states.17">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="220" name="__module.text_model.encoder.layers.2/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="262,residual.13">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="221" name="__module.text_model.encoder.layers.3.layer_norm1/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="222" name="__module.text_model.encoder.layers.3.layer_norm1/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="223" name="Constant_254730" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="237073148" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="224" name="__module.text_model.encoder.layers.3.layer_norm1/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="225" name="Constant_254731" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="237076220" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="226" name="__module.text_model.encoder.layers.3.layer_norm1/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="270,hidden_states.19">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="227" name="self.text_model.encoder.layers.3.self_attn.q_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="237079292" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.3.self_attn.q_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="228" name="__module.text_model.encoder.layers.3.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="229" name="Constant_254732" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="239438588" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="230" name="__module.text_model.encoder.layers.3.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="280,query_states.7">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="231" name="Constant_255285" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="232" name="__module.text_model.encoder.layers.3.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="288">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="233" name="__module.text_model.encoder.layers.3.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="234" name="__module.text_model.encoder.layers.3.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="289">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="235" name="self.text_model.encoder.layers.3.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="239441660" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.3.self_attn.k_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="236" name="__module.text_model.encoder.layers.3.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="237" name="Constant_254733" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="241800956" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="238" name="__module.text_model.encoder.layers.3.self_attn.k_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="283,key_states.7">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="239" name="Constant_255286" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="240" name="__module.text_model.encoder.layers.3.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="291">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="241" name="__module.text_model.encoder.layers.3.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="242" name="__module.text_model.encoder.layers.3.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="292">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="243" name="self.text_model.encoder.layers.3.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="241804028" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.3.self_attn.v_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="244" name="__module.text_model.encoder.layers.3.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="245" name="Constant_254734" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="244163324" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="246" name="__module.text_model.encoder.layers.3.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="286,value_states.7">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="247" name="Constant_255287" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="248" name="__module.text_model.encoder.layers.3.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="294">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="249" name="__module.text_model.encoder.layers.3.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="250" name="__module.text_model.encoder.layers.3.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="295">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="251" name="__module.text_model.encoder.layers.3.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
<data causal="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="3" precision="FP32">
<dim>-1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="4" precision="FP32" />
</input>
<output>
<port id="5" precision="FP32" names="296,attn_output.13">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="252" name="__module.text_model.encoder.layers.3.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="253" name="__module.text_model.encoder.layers.3.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="297,attn_output.15">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="254" name="Constant_255288" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="159111904" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="255" name="__module.text_model.encoder.layers.3.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="299">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="256" name="self.text_model.encoder.layers.3.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="244166396" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.3.self_attn.out_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="257" name="__module.text_model.encoder.layers.3.self_attn.out_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="258" name="Constant_254735" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="246525692" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="259" name="__module.text_model.encoder.layers.3.self_attn.out_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="302,hidden_states.21">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="260" name="__module.text_model.encoder.layers.3/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="303,residual.15">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="261" name="__module.text_model.encoder.layers.3.layer_norm2/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="262" name="__module.text_model.encoder.layers.3.layer_norm2/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="263" name="Constant_254736" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="246528764" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="264" name="__module.text_model.encoder.layers.3.layer_norm2/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="265" name="Constant_254737" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="246531836" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="266" name="__module.text_model.encoder.layers.3.layer_norm2/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="307">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="267" name="self.text_model.encoder.layers.3.mlp.fc1.weight" type="Const" version="opset1">
<data element_type="f32" shape="3072, 768" offset="246534908" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.3.mlp.fc1.weight">
<dim>3072</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="268" name="__module.text_model.encoder.layers.3.mlp.fc1/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>3072</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="269" name="Constant_254738" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 3072" offset="255972092" size="12288" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="270" name="__module.text_model.encoder.layers.3.mlp.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="312,input.7">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="271" name="Constant_254329" type="Const" version="opset1">
<data element_type="f32" shape="" offset="170929912" size="4" />
<output>
<port id="0" precision="FP32" />
</output>
</layer>
<layer id="272" name="__module.text_model.encoder.layers.3.mlp.activation_fn/aten::mul/Multiply_1" type="Swish" version="opset4">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32" />
</input>
<output>
<port id="2" precision="FP32" names="315">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="273" name="self.text_model.encoder.layers.3.mlp.fc2.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 3072" offset="255984380" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.3.mlp.fc2.weight">
<dim>768</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="274" name="__module.text_model.encoder.layers.3.mlp.fc2/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="275" name="Constant_254739" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="265421564" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="276" name="__module.text_model.encoder.layers.3.mlp.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="318,hidden_states.23">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="277" name="__module.text_model.encoder.layers.3/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="319,residual.17">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="278" name="__module.text_model.encoder.layers.4.layer_norm1/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="279" name="__module.text_model.encoder.layers.4.layer_norm1/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="280" name="Constant_254740" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="265424636" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="281" name="__module.text_model.encoder.layers.4.layer_norm1/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="282" name="Constant_254741" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="265427708" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="283" name="__module.text_model.encoder.layers.4.layer_norm1/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="327,hidden_states.25">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="284" name="self.text_model.encoder.layers.4.self_attn.q_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="265430780" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.4.self_attn.q_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="285" name="__module.text_model.encoder.layers.4.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="286" name="Constant_254742" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="267790076" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="287" name="__module.text_model.encoder.layers.4.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="337,query_states.9">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="288" name="Constant_255289" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="289" name="__module.text_model.encoder.layers.4.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="345">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="290" name="__module.text_model.encoder.layers.4.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="291" name="__module.text_model.encoder.layers.4.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="346">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="292" name="self.text_model.encoder.layers.4.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="267793148" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.4.self_attn.k_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="293" name="__module.text_model.encoder.layers.4.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="294" name="Constant_254743" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="270152444" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="295" name="__module.text_model.encoder.layers.4.self_attn.k_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="340,key_states.9">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="296" name="Constant_255290" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="297" name="__module.text_model.encoder.layers.4.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="348">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="298" name="__module.text_model.encoder.layers.4.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="299" name="__module.text_model.encoder.layers.4.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="349">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="300" name="self.text_model.encoder.layers.4.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="270155516" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.4.self_attn.v_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="301" name="__module.text_model.encoder.layers.4.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="302" name="Constant_254744" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="272514812" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="303" name="__module.text_model.encoder.layers.4.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="343,value_states.9">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="304" name="Constant_255291" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="305" name="__module.text_model.encoder.layers.4.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="351">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="306" name="__module.text_model.encoder.layers.4.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="307" name="__module.text_model.encoder.layers.4.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="352">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="308" name="__module.text_model.encoder.layers.4.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
<data causal="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="3" precision="FP32">
<dim>-1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="4" precision="FP32" />
</input>
<output>
<port id="5" precision="FP32" names="353,attn_output.17">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="309" name="__module.text_model.encoder.layers.4.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="310" name="__module.text_model.encoder.layers.4.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="354,attn_output.19">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="311" name="Constant_255292" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="159111904" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="312" name="__module.text_model.encoder.layers.4.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="356">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="313" name="self.text_model.encoder.layers.4.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="272517884" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.4.self_attn.out_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="314" name="__module.text_model.encoder.layers.4.self_attn.out_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="315" name="Constant_254745" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="274877180" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="316" name="__module.text_model.encoder.layers.4.self_attn.out_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="359,hidden_states.27">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="317" name="__module.text_model.encoder.layers.4/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="360,residual.19">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="318" name="__module.text_model.encoder.layers.4.layer_norm2/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="319" name="__module.text_model.encoder.layers.4.layer_norm2/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="320" name="Constant_254746" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="274880252" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="321" name="__module.text_model.encoder.layers.4.layer_norm2/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="322" name="Constant_254747" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="274883324" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="323" name="__module.text_model.encoder.layers.4.layer_norm2/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="364">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="324" name="self.text_model.encoder.layers.4.mlp.fc1.weight" type="Const" version="opset1">
<data element_type="f32" shape="3072, 768" offset="274886396" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.4.mlp.fc1.weight">
<dim>3072</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="325" name="__module.text_model.encoder.layers.4.mlp.fc1/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>3072</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="326" name="Constant_254748" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 3072" offset="284323580" size="12288" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="327" name="__module.text_model.encoder.layers.4.mlp.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="369,input.9">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="328" name="Constant_254357" type="Const" version="opset1">
<data element_type="f32" shape="" offset="170929912" size="4" />
<output>
<port id="0" precision="FP32" />
</output>
</layer>
<layer id="329" name="__module.text_model.encoder.layers.4.mlp.activation_fn/aten::mul/Multiply_1" type="Swish" version="opset4">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32" />
</input>
<output>
<port id="2" precision="FP32" names="372">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="330" name="self.text_model.encoder.layers.4.mlp.fc2.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 3072" offset="284335868" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.4.mlp.fc2.weight">
<dim>768</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="331" name="__module.text_model.encoder.layers.4.mlp.fc2/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="332" name="Constant_254749" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="293773052" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="333" name="__module.text_model.encoder.layers.4.mlp.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="375,hidden_states.29">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="334" name="__module.text_model.encoder.layers.4/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="376,residual.21">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="335" name="__module.text_model.encoder.layers.5.layer_norm1/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="336" name="__module.text_model.encoder.layers.5.layer_norm1/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="337" name="Constant_254750" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="293776124" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="338" name="__module.text_model.encoder.layers.5.layer_norm1/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="339" name="Constant_254751" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="293779196" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="340" name="__module.text_model.encoder.layers.5.layer_norm1/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="384,hidden_states.31">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="341" name="self.text_model.encoder.layers.5.self_attn.q_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="293782268" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.5.self_attn.q_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="342" name="__module.text_model.encoder.layers.5.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="343" name="Constant_254752" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="296141564" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="344" name="__module.text_model.encoder.layers.5.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="394,query_states.11">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="345" name="Constant_255293" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="346" name="__module.text_model.encoder.layers.5.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="402">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="347" name="__module.text_model.encoder.layers.5.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="348" name="__module.text_model.encoder.layers.5.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="403">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="349" name="self.text_model.encoder.layers.5.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="296144636" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.5.self_attn.k_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="350" name="__module.text_model.encoder.layers.5.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="351" name="Constant_254753" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="298503932" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="352" name="__module.text_model.encoder.layers.5.self_attn.k_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="397,key_states.11">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="353" name="Constant_255294" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="354" name="__module.text_model.encoder.layers.5.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="405">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="355" name="__module.text_model.encoder.layers.5.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="356" name="__module.text_model.encoder.layers.5.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="406">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="357" name="self.text_model.encoder.layers.5.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="298507004" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.5.self_attn.v_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="358" name="__module.text_model.encoder.layers.5.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="359" name="Constant_254754" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="300866300" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="360" name="__module.text_model.encoder.layers.5.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="400,value_states.11">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="361" name="Constant_255295" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="362" name="__module.text_model.encoder.layers.5.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="408">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="363" name="__module.text_model.encoder.layers.5.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="364" name="__module.text_model.encoder.layers.5.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="409">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="365" name="__module.text_model.encoder.layers.5.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
<data causal="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="3" precision="FP32">
<dim>-1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="4" precision="FP32" />
</input>
<output>
<port id="5" precision="FP32" names="410,attn_output.21">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="366" name="__module.text_model.encoder.layers.5.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="367" name="__module.text_model.encoder.layers.5.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="411,attn_output.23">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="368" name="Constant_255296" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="159111904" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="369" name="__module.text_model.encoder.layers.5.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="413">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="370" name="self.text_model.encoder.layers.5.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="300869372" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.5.self_attn.out_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="371" name="__module.text_model.encoder.layers.5.self_attn.out_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="372" name="Constant_254755" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="303228668" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="373" name="__module.text_model.encoder.layers.5.self_attn.out_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="416,hidden_states.33">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="374" name="__module.text_model.encoder.layers.5/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="417,residual.23">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="375" name="__module.text_model.encoder.layers.5.layer_norm2/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="376" name="__module.text_model.encoder.layers.5.layer_norm2/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="377" name="Constant_254756" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="303231740" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="378" name="__module.text_model.encoder.layers.5.layer_norm2/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="379" name="Constant_254757" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="303234812" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="380" name="__module.text_model.encoder.layers.5.layer_norm2/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="421">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="381" name="self.text_model.encoder.layers.5.mlp.fc1.weight" type="Const" version="opset1">
<data element_type="f32" shape="3072, 768" offset="303237884" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.5.mlp.fc1.weight">
<dim>3072</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="382" name="__module.text_model.encoder.layers.5.mlp.fc1/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>3072</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="383" name="Constant_254758" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 3072" offset="312675068" size="12288" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="384" name="__module.text_model.encoder.layers.5.mlp.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="426,input.11">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="385" name="Constant_254385" type="Const" version="opset1">
<data element_type="f32" shape="" offset="170929912" size="4" />
<output>
<port id="0" precision="FP32" />
</output>
</layer>
<layer id="386" name="__module.text_model.encoder.layers.5.mlp.activation_fn/aten::mul/Multiply_1" type="Swish" version="opset4">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32" />
</input>
<output>
<port id="2" precision="FP32" names="429">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="387" name="self.text_model.encoder.layers.5.mlp.fc2.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 3072" offset="312687356" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.5.mlp.fc2.weight">
<dim>768</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="388" name="__module.text_model.encoder.layers.5.mlp.fc2/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="389" name="Constant_254759" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="322124540" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="390" name="__module.text_model.encoder.layers.5.mlp.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="432,hidden_states.35">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="391" name="__module.text_model.encoder.layers.5/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="433,residual.25">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="392" name="__module.text_model.encoder.layers.6.layer_norm1/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="393" name="__module.text_model.encoder.layers.6.layer_norm1/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="394" name="Constant_254760" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="322127612" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="395" name="__module.text_model.encoder.layers.6.layer_norm1/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="396" name="Constant_254761" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="322130684" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="397" name="__module.text_model.encoder.layers.6.layer_norm1/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="441,hidden_states.37">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="398" name="self.text_model.encoder.layers.6.self_attn.q_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="322133756" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.6.self_attn.q_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="399" name="__module.text_model.encoder.layers.6.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="400" name="Constant_254762" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="324493052" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="401" name="__module.text_model.encoder.layers.6.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="451,query_states.13">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="402" name="Constant_255297" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="403" name="__module.text_model.encoder.layers.6.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="459">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="404" name="__module.text_model.encoder.layers.6.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="405" name="__module.text_model.encoder.layers.6.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="460">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="406" name="self.text_model.encoder.layers.6.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="324496124" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.6.self_attn.k_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="407" name="__module.text_model.encoder.layers.6.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="408" name="Constant_254763" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="326855420" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="409" name="__module.text_model.encoder.layers.6.self_attn.k_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="454,key_states.13">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="410" name="Constant_255298" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="411" name="__module.text_model.encoder.layers.6.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="462">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="412" name="__module.text_model.encoder.layers.6.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="413" name="__module.text_model.encoder.layers.6.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="463">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="414" name="self.text_model.encoder.layers.6.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="326858492" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.6.self_attn.v_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="415" name="__module.text_model.encoder.layers.6.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="416" name="Constant_254764" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="329217788" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="417" name="__module.text_model.encoder.layers.6.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="457,value_states.13">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="418" name="Constant_255299" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="419" name="__module.text_model.encoder.layers.6.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="465">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="420" name="__module.text_model.encoder.layers.6.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="421" name="__module.text_model.encoder.layers.6.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="466">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="422" name="__module.text_model.encoder.layers.6.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
<data causal="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="3" precision="FP32">
<dim>-1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="4" precision="FP32" />
</input>
<output>
<port id="5" precision="FP32" names="467,attn_output.25">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="423" name="__module.text_model.encoder.layers.6.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="424" name="__module.text_model.encoder.layers.6.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="468,attn_output.27">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="425" name="Constant_255300" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="159111904" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="426" name="__module.text_model.encoder.layers.6.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="470">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="427" name="self.text_model.encoder.layers.6.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="329220860" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.6.self_attn.out_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="428" name="__module.text_model.encoder.layers.6.self_attn.out_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="429" name="Constant_254765" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="331580156" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="430" name="__module.text_model.encoder.layers.6.self_attn.out_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="473,hidden_states.39">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="431" name="__module.text_model.encoder.layers.6/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="474,residual.27">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="432" name="__module.text_model.encoder.layers.6.layer_norm2/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="433" name="__module.text_model.encoder.layers.6.layer_norm2/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="434" name="Constant_254766" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="331583228" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="435" name="__module.text_model.encoder.layers.6.layer_norm2/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="436" name="Constant_254767" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="331586300" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="437" name="__module.text_model.encoder.layers.6.layer_norm2/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="478">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="438" name="self.text_model.encoder.layers.6.mlp.fc1.weight" type="Const" version="opset1">
<data element_type="f32" shape="3072, 768" offset="331589372" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.6.mlp.fc1.weight">
<dim>3072</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="439" name="__module.text_model.encoder.layers.6.mlp.fc1/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>3072</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="440" name="Constant_254768" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 3072" offset="341026556" size="12288" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="441" name="__module.text_model.encoder.layers.6.mlp.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="483,input.13">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="442" name="Constant_254413" type="Const" version="opset1">
<data element_type="f32" shape="" offset="170929912" size="4" />
<output>
<port id="0" precision="FP32" />
</output>
</layer>
<layer id="443" name="__module.text_model.encoder.layers.6.mlp.activation_fn/aten::mul/Multiply_1" type="Swish" version="opset4">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32" />
</input>
<output>
<port id="2" precision="FP32" names="486">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="444" name="self.text_model.encoder.layers.6.mlp.fc2.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 3072" offset="341038844" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.6.mlp.fc2.weight">
<dim>768</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="445" name="__module.text_model.encoder.layers.6.mlp.fc2/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="446" name="Constant_254769" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="350476028" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="447" name="__module.text_model.encoder.layers.6.mlp.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="489,hidden_states.41">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="448" name="__module.text_model.encoder.layers.6/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="490,residual.29">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="449" name="__module.text_model.encoder.layers.7.layer_norm1/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="450" name="__module.text_model.encoder.layers.7.layer_norm1/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="451" name="Constant_254770" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="350479100" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="452" name="__module.text_model.encoder.layers.7.layer_norm1/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="453" name="Constant_254771" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="350482172" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="454" name="__module.text_model.encoder.layers.7.layer_norm1/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="498,hidden_states.43">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="455" name="self.text_model.encoder.layers.7.self_attn.q_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="350485244" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.7.self_attn.q_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="456" name="__module.text_model.encoder.layers.7.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="457" name="Constant_254772" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="352844540" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="458" name="__module.text_model.encoder.layers.7.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="508,query_states.15">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="459" name="Constant_255301" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="460" name="__module.text_model.encoder.layers.7.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="516">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="461" name="__module.text_model.encoder.layers.7.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="462" name="__module.text_model.encoder.layers.7.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="517">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="463" name="self.text_model.encoder.layers.7.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="352847612" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.7.self_attn.k_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="464" name="__module.text_model.encoder.layers.7.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="465" name="Constant_254773" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="355206908" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="466" name="__module.text_model.encoder.layers.7.self_attn.k_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="511,key_states.15">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="467" name="Constant_255302" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="468" name="__module.text_model.encoder.layers.7.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="519">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="469" name="__module.text_model.encoder.layers.7.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="470" name="__module.text_model.encoder.layers.7.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="520">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="471" name="self.text_model.encoder.layers.7.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="355209980" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.7.self_attn.v_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="472" name="__module.text_model.encoder.layers.7.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="473" name="Constant_254774" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="357569276" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="474" name="__module.text_model.encoder.layers.7.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="514,value_states.15">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="475" name="Constant_255303" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="476" name="__module.text_model.encoder.layers.7.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="522">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="477" name="__module.text_model.encoder.layers.7.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="478" name="__module.text_model.encoder.layers.7.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="523">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="479" name="__module.text_model.encoder.layers.7.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
<data causal="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="3" precision="FP32">
<dim>-1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="4" precision="FP32" />
</input>
<output>
<port id="5" precision="FP32" names="524,attn_output.29">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="480" name="__module.text_model.encoder.layers.7.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="481" name="__module.text_model.encoder.layers.7.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="525,attn_output.31">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="482" name="Constant_255304" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="159111904" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="483" name="__module.text_model.encoder.layers.7.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="527">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="484" name="self.text_model.encoder.layers.7.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="357572348" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.7.self_attn.out_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="485" name="__module.text_model.encoder.layers.7.self_attn.out_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="486" name="Constant_254775" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="359931644" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="487" name="__module.text_model.encoder.layers.7.self_attn.out_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="530,hidden_states.45">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="488" name="__module.text_model.encoder.layers.7/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="531,residual.31">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="489" name="__module.text_model.encoder.layers.7.layer_norm2/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="490" name="__module.text_model.encoder.layers.7.layer_norm2/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="491" name="Constant_254776" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="359934716" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="492" name="__module.text_model.encoder.layers.7.layer_norm2/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="493" name="Constant_254777" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="359937788" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="494" name="__module.text_model.encoder.layers.7.layer_norm2/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="535">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="495" name="self.text_model.encoder.layers.7.mlp.fc1.weight" type="Const" version="opset1">
<data element_type="f32" shape="3072, 768" offset="359940860" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.7.mlp.fc1.weight">
<dim>3072</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="496" name="__module.text_model.encoder.layers.7.mlp.fc1/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>3072</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="497" name="Constant_254778" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 3072" offset="369378044" size="12288" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="498" name="__module.text_model.encoder.layers.7.mlp.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="540,input.15">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="499" name="Constant_254441" type="Const" version="opset1">
<data element_type="f32" shape="" offset="170929912" size="4" />
<output>
<port id="0" precision="FP32" />
</output>
</layer>
<layer id="500" name="__module.text_model.encoder.layers.7.mlp.activation_fn/aten::mul/Multiply_1" type="Swish" version="opset4">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32" />
</input>
<output>
<port id="2" precision="FP32" names="543">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="501" name="self.text_model.encoder.layers.7.mlp.fc2.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 3072" offset="369390332" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.7.mlp.fc2.weight">
<dim>768</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="502" name="__module.text_model.encoder.layers.7.mlp.fc2/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="503" name="Constant_254779" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="378827516" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="504" name="__module.text_model.encoder.layers.7.mlp.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="546,hidden_states.47">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="505" name="__module.text_model.encoder.layers.7/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="547,residual.33">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="506" name="__module.text_model.encoder.layers.8.layer_norm1/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="507" name="__module.text_model.encoder.layers.8.layer_norm1/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="508" name="Constant_254780" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="378830588" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="509" name="__module.text_model.encoder.layers.8.layer_norm1/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="510" name="Constant_254781" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="378833660" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="511" name="__module.text_model.encoder.layers.8.layer_norm1/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="555,hidden_states.49">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="512" name="self.text_model.encoder.layers.8.self_attn.q_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="378836732" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.8.self_attn.q_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="513" name="__module.text_model.encoder.layers.8.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="514" name="Constant_254782" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="381196028" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="515" name="__module.text_model.encoder.layers.8.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="565,query_states.17">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="516" name="Constant_255305" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="517" name="__module.text_model.encoder.layers.8.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="573">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="518" name="__module.text_model.encoder.layers.8.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="519" name="__module.text_model.encoder.layers.8.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="574">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="520" name="self.text_model.encoder.layers.8.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="381199100" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.8.self_attn.k_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="521" name="__module.text_model.encoder.layers.8.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="522" name="Constant_254783" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="383558396" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="523" name="__module.text_model.encoder.layers.8.self_attn.k_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="568,key_states.17">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="524" name="Constant_255306" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="525" name="__module.text_model.encoder.layers.8.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="576">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="526" name="__module.text_model.encoder.layers.8.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="527" name="__module.text_model.encoder.layers.8.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="577">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="528" name="self.text_model.encoder.layers.8.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="383561468" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.8.self_attn.v_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="529" name="__module.text_model.encoder.layers.8.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="530" name="Constant_254784" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="385920764" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="531" name="__module.text_model.encoder.layers.8.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="571,value_states.17">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="532" name="Constant_255307" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="533" name="__module.text_model.encoder.layers.8.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="579">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="534" name="__module.text_model.encoder.layers.8.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="535" name="__module.text_model.encoder.layers.8.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="580">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="536" name="__module.text_model.encoder.layers.8.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
<data causal="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="3" precision="FP32">
<dim>-1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="4" precision="FP32" />
</input>
<output>
<port id="5" precision="FP32" names="581,attn_output.33">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="537" name="__module.text_model.encoder.layers.8.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="538" name="__module.text_model.encoder.layers.8.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="582,attn_output.35">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="539" name="Constant_255308" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="159111904" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="540" name="__module.text_model.encoder.layers.8.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="584">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="541" name="self.text_model.encoder.layers.8.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="385923836" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.8.self_attn.out_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="542" name="__module.text_model.encoder.layers.8.self_attn.out_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="543" name="Constant_254785" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="388283132" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="544" name="__module.text_model.encoder.layers.8.self_attn.out_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="587,hidden_states.51">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="545" name="__module.text_model.encoder.layers.8/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="588,residual.35">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="546" name="__module.text_model.encoder.layers.8.layer_norm2/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="547" name="__module.text_model.encoder.layers.8.layer_norm2/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="548" name="Constant_254786" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="388286204" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="549" name="__module.text_model.encoder.layers.8.layer_norm2/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="550" name="Constant_254787" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="388289276" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="551" name="__module.text_model.encoder.layers.8.layer_norm2/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="592">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="552" name="self.text_model.encoder.layers.8.mlp.fc1.weight" type="Const" version="opset1">
<data element_type="f32" shape="3072, 768" offset="388292348" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.8.mlp.fc1.weight">
<dim>3072</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="553" name="__module.text_model.encoder.layers.8.mlp.fc1/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>3072</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="554" name="Constant_254788" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 3072" offset="397729532" size="12288" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="555" name="__module.text_model.encoder.layers.8.mlp.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="597,input.17">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="556" name="Constant_254469" type="Const" version="opset1">
<data element_type="f32" shape="" offset="170929912" size="4" />
<output>
<port id="0" precision="FP32" />
</output>
</layer>
<layer id="557" name="__module.text_model.encoder.layers.8.mlp.activation_fn/aten::mul/Multiply_1" type="Swish" version="opset4">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32" />
</input>
<output>
<port id="2" precision="FP32" names="600">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="558" name="self.text_model.encoder.layers.8.mlp.fc2.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 3072" offset="397741820" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.8.mlp.fc2.weight">
<dim>768</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="559" name="__module.text_model.encoder.layers.8.mlp.fc2/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="560" name="Constant_254789" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="407179004" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="561" name="__module.text_model.encoder.layers.8.mlp.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="603,hidden_states.53">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="562" name="__module.text_model.encoder.layers.8/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="604,residual.37">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="563" name="__module.text_model.encoder.layers.9.layer_norm1/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="564" name="__module.text_model.encoder.layers.9.layer_norm1/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="565" name="Constant_254790" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="407182076" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="566" name="__module.text_model.encoder.layers.9.layer_norm1/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="567" name="Constant_254791" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="407185148" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="568" name="__module.text_model.encoder.layers.9.layer_norm1/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="612,hidden_states.55">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="569" name="self.text_model.encoder.layers.9.self_attn.q_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="407188220" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.9.self_attn.q_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="570" name="__module.text_model.encoder.layers.9.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="571" name="Constant_254792" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="409547516" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="572" name="__module.text_model.encoder.layers.9.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="622,query_states.19">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="573" name="Constant_255309" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="574" name="__module.text_model.encoder.layers.9.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="630">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="575" name="__module.text_model.encoder.layers.9.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="576" name="__module.text_model.encoder.layers.9.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="631">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="577" name="self.text_model.encoder.layers.9.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="409550588" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.9.self_attn.k_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="578" name="__module.text_model.encoder.layers.9.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="579" name="Constant_254793" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="411909884" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="580" name="__module.text_model.encoder.layers.9.self_attn.k_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="625,key_states.19">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="581" name="Constant_255310" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="582" name="__module.text_model.encoder.layers.9.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="633">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="583" name="__module.text_model.encoder.layers.9.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="584" name="__module.text_model.encoder.layers.9.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="634">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="585" name="self.text_model.encoder.layers.9.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="411912956" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.9.self_attn.v_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="586" name="__module.text_model.encoder.layers.9.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="587" name="Constant_254794" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="414272252" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="588" name="__module.text_model.encoder.layers.9.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="628,value_states.19">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="589" name="Constant_255311" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="590" name="__module.text_model.encoder.layers.9.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="636">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="591" name="__module.text_model.encoder.layers.9.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="592" name="__module.text_model.encoder.layers.9.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="637">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="593" name="__module.text_model.encoder.layers.9.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
<data causal="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="3" precision="FP32">
<dim>-1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="4" precision="FP32" />
</input>
<output>
<port id="5" precision="FP32" names="638,attn_output.37">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="594" name="__module.text_model.encoder.layers.9.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="595" name="__module.text_model.encoder.layers.9.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="639,attn_output.39">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="596" name="Constant_255312" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="159111904" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="597" name="__module.text_model.encoder.layers.9.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="641">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="598" name="self.text_model.encoder.layers.9.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="414275324" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.9.self_attn.out_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="599" name="__module.text_model.encoder.layers.9.self_attn.out_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="600" name="Constant_254795" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="416634620" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="601" name="__module.text_model.encoder.layers.9.self_attn.out_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="644,hidden_states.57">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="602" name="__module.text_model.encoder.layers.9/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="645,residual.39">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="603" name="__module.text_model.encoder.layers.9.layer_norm2/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="604" name="__module.text_model.encoder.layers.9.layer_norm2/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="605" name="Constant_254796" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="416637692" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="606" name="__module.text_model.encoder.layers.9.layer_norm2/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="607" name="Constant_254797" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="416640764" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="608" name="__module.text_model.encoder.layers.9.layer_norm2/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="649">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="609" name="self.text_model.encoder.layers.9.mlp.fc1.weight" type="Const" version="opset1">
<data element_type="f32" shape="3072, 768" offset="416643836" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.9.mlp.fc1.weight">
<dim>3072</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="610" name="__module.text_model.encoder.layers.9.mlp.fc1/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>3072</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="611" name="Constant_254798" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 3072" offset="426081020" size="12288" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="612" name="__module.text_model.encoder.layers.9.mlp.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="654,input.19">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="613" name="Constant_254497" type="Const" version="opset1">
<data element_type="f32" shape="" offset="170929912" size="4" />
<output>
<port id="0" precision="FP32" />
</output>
</layer>
<layer id="614" name="__module.text_model.encoder.layers.9.mlp.activation_fn/aten::mul/Multiply_1" type="Swish" version="opset4">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32" />
</input>
<output>
<port id="2" precision="FP32" names="657">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="615" name="self.text_model.encoder.layers.9.mlp.fc2.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 3072" offset="426093308" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.9.mlp.fc2.weight">
<dim>768</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="616" name="__module.text_model.encoder.layers.9.mlp.fc2/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="617" name="Constant_254799" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="435530492" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="618" name="__module.text_model.encoder.layers.9.mlp.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="660,hidden_states.59">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="619" name="__module.text_model.encoder.layers.9/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="661,residual.41">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="620" name="__module.text_model.encoder.layers.10.layer_norm1/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="621" name="__module.text_model.encoder.layers.10.layer_norm1/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="622" name="Constant_254800" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="435533564" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="623" name="__module.text_model.encoder.layers.10.layer_norm1/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="624" name="Constant_254801" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="435536636" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="625" name="__module.text_model.encoder.layers.10.layer_norm1/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="669,hidden_states.61">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="626" name="self.text_model.encoder.layers.10.self_attn.q_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="435539708" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.10.self_attn.q_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="627" name="__module.text_model.encoder.layers.10.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="628" name="Constant_254802" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="437899004" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="629" name="__module.text_model.encoder.layers.10.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="679,query_states.21">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="630" name="Constant_255313" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="631" name="__module.text_model.encoder.layers.10.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="687">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="632" name="__module.text_model.encoder.layers.10.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="633" name="__module.text_model.encoder.layers.10.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="688">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="634" name="self.text_model.encoder.layers.10.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="437902076" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.10.self_attn.k_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="635" name="__module.text_model.encoder.layers.10.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="636" name="Constant_254803" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="440261372" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="637" name="__module.text_model.encoder.layers.10.self_attn.k_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="682,key_states.21">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="638" name="Constant_255314" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="639" name="__module.text_model.encoder.layers.10.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="690">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="640" name="__module.text_model.encoder.layers.10.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="641" name="__module.text_model.encoder.layers.10.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="691">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="642" name="self.text_model.encoder.layers.10.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="440264444" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.10.self_attn.v_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="643" name="__module.text_model.encoder.layers.10.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="644" name="Constant_254804" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="442623740" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="645" name="__module.text_model.encoder.layers.10.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="685,value_states.21">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="646" name="Constant_255315" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="647" name="__module.text_model.encoder.layers.10.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="693">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="648" name="__module.text_model.encoder.layers.10.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="649" name="__module.text_model.encoder.layers.10.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="694">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="650" name="__module.text_model.encoder.layers.10.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
<data causal="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="3" precision="FP32">
<dim>-1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="4" precision="FP32" />
</input>
<output>
<port id="5" precision="FP32" names="695,attn_output.41">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="651" name="__module.text_model.encoder.layers.10.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="652" name="__module.text_model.encoder.layers.10.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="696,attn_output.43">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="653" name="Constant_255316" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="159111904" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="654" name="__module.text_model.encoder.layers.10.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="698">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="655" name="self.text_model.encoder.layers.10.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="442626812" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.10.self_attn.out_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="656" name="__module.text_model.encoder.layers.10.self_attn.out_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="657" name="Constant_254805" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="444986108" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="658" name="__module.text_model.encoder.layers.10.self_attn.out_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="701,hidden_states.63">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="659" name="__module.text_model.encoder.layers.10/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="702,residual.43">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="660" name="__module.text_model.encoder.layers.10.layer_norm2/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="661" name="__module.text_model.encoder.layers.10.layer_norm2/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="662" name="Constant_254806" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="444989180" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="663" name="__module.text_model.encoder.layers.10.layer_norm2/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="664" name="Constant_254807" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="444992252" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="665" name="__module.text_model.encoder.layers.10.layer_norm2/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="706">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="666" name="self.text_model.encoder.layers.10.mlp.fc1.weight" type="Const" version="opset1">
<data element_type="f32" shape="3072, 768" offset="444995324" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.10.mlp.fc1.weight">
<dim>3072</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="667" name="__module.text_model.encoder.layers.10.mlp.fc1/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>3072</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="668" name="Constant_254808" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 3072" offset="454432508" size="12288" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="669" name="__module.text_model.encoder.layers.10.mlp.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="711,input.21">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="670" name="Constant_254525" type="Const" version="opset1">
<data element_type="f32" shape="" offset="170929912" size="4" />
<output>
<port id="0" precision="FP32" />
</output>
</layer>
<layer id="671" name="__module.text_model.encoder.layers.10.mlp.activation_fn/aten::mul/Multiply_1" type="Swish" version="opset4">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32" />
</input>
<output>
<port id="2" precision="FP32" names="714">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="672" name="self.text_model.encoder.layers.10.mlp.fc2.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 3072" offset="454444796" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.10.mlp.fc2.weight">
<dim>768</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="673" name="__module.text_model.encoder.layers.10.mlp.fc2/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="674" name="Constant_254809" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="463881980" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="675" name="__module.text_model.encoder.layers.10.mlp.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="717,hidden_states.65">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="676" name="__module.text_model.encoder.layers.10/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="718,residual.45">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="677" name="__module.text_model.encoder.layers.11.layer_norm1/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="678" name="__module.text_model.encoder.layers.11.layer_norm1/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="679" name="Constant_254810" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="463885052" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="680" name="__module.text_model.encoder.layers.11.layer_norm1/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="681" name="Constant_254811" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="463888124" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="682" name="__module.text_model.encoder.layers.11.layer_norm1/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="726,hidden_states.67">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="683" name="self.text_model.encoder.layers.11.self_attn.q_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="463891196" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.11.self_attn.q_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="684" name="__module.text_model.encoder.layers.11.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="685" name="Constant_254812" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="466250492" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="686" name="__module.text_model.encoder.layers.11.self_attn.q_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="736,query_states">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="687" name="Constant_255317" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="688" name="__module.text_model.encoder.layers.11.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="744">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="689" name="__module.text_model.encoder.layers.11.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="690" name="__module.text_model.encoder.layers.11.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="745">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="691" name="self.text_model.encoder.layers.11.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="466253564" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.11.self_attn.k_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="692" name="__module.text_model.encoder.layers.11.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="693" name="Constant_254813" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="468612860" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="694" name="__module.text_model.encoder.layers.11.self_attn.k_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="739,key_states">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="695" name="Constant_255318" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="696" name="__module.text_model.encoder.layers.11.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="747">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="697" name="__module.text_model.encoder.layers.11.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="698" name="__module.text_model.encoder.layers.11.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="748">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="699" name="self.text_model.encoder.layers.11.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="468615932" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.11.self_attn.v_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="700" name="__module.text_model.encoder.layers.11.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="701" name="Constant_254814" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="470975228" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="702" name="__module.text_model.encoder.layers.11.self_attn.v_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="742,value_states">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="703" name="Constant_255319" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="154387088" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="704" name="__module.text_model.encoder.layers.11.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="750">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="705" name="__module.text_model.encoder.layers.11.self_attn/aten::transpose/Constant_2" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="706" name="__module.text_model.encoder.layers.11.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="751">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="707" name="__module.text_model.encoder.layers.11.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
<data causal="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="3" precision="FP32">
<dim>-1</dim>
<dim>1</dim>
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="4" precision="FP32" />
</input>
<output>
<port id="5" precision="FP32" names="752,attn_output.45">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="708" name="__module.text_model.encoder.layers.11.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="154387120" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="709" name="__module.text_model.encoder.layers.11.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>12</dim>
<dim>-1</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="753,attn_output">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="710" name="Constant_255320" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="159111904" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="711" name="__module.text_model.encoder.layers.11.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>12</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="755">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="712" name="self.text_model.encoder.layers.11.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 768" offset="470978300" size="2359296" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.11.self_attn.out_proj.weight">
<dim>768</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="713" name="__module.text_model.encoder.layers.11.self_attn.out_proj/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="714" name="Constant_254815" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="473337596" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="715" name="__module.text_model.encoder.layers.11.self_attn.out_proj/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="758,hidden_states.69">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="716" name="__module.text_model.encoder.layers.11/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="759,residual">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="717" name="__module.text_model.encoder.layers.11.layer_norm2/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="718" name="__module.text_model.encoder.layers.11.layer_norm2/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="719" name="Constant_254816" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="473340668" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="720" name="__module.text_model.encoder.layers.11.layer_norm2/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="721" name="Constant_254817" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="473343740" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="722" name="__module.text_model.encoder.layers.11.layer_norm2/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="763">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="723" name="self.text_model.encoder.layers.11.mlp.fc1.weight" type="Const" version="opset1">
<data element_type="f32" shape="3072, 768" offset="473346812" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.11.mlp.fc1.weight">
<dim>3072</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="724" name="__module.text_model.encoder.layers.11.mlp.fc1/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>3072</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="725" name="Constant_254818" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 3072" offset="482783996" size="12288" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="726" name="__module.text_model.encoder.layers.11.mlp.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="768,input">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="727" name="Constant_254553" type="Const" version="opset1">
<data element_type="f32" shape="" offset="170929912" size="4" />
<output>
<port id="0" precision="FP32" />
</output>
</layer>
<layer id="728" name="__module.text_model.encoder.layers.11.mlp.activation_fn/aten::mul/Multiply_1" type="Swish" version="opset4">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32" />
</input>
<output>
<port id="2" precision="FP32" names="771">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="729" name="self.text_model.encoder.layers.11.mlp.fc2.weight" type="Const" version="opset1">
<data element_type="f32" shape="768, 3072" offset="482796284" size="9437184" />
<output>
<port id="0" precision="FP32" names="self.text_model.encoder.layers.11.mlp.fc2.weight">
<dim>768</dim>
<dim>3072</dim>
</port>
</output>
</layer>
<layer id="730" name="__module.text_model.encoder.layers.11.mlp.fc2/aten::linear/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>3072</dim>
</port>
<port id="1" precision="FP32">
<dim>768</dim>
<dim>3072</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="731" name="Constant_254819" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="492233468" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="732" name="__module.text_model.encoder.layers.11.mlp.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="774,hidden_states">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="733" name="__module.text_model.encoder.layers.11/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="775">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="734" name="__module.text_model.final_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="735" name="__module.text_model.final_layer_norm/aten::layer_norm/MVN" type="MVN" version="opset6">
<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="736" name="Constant_254820" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="492236540" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="737" name="__module.text_model.final_layer_norm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="738" name="Constant_254821" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 768" offset="492239612" size="3072" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="739" name="__module.text_model.final_layer_norm/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>768</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="last_hidden_state">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="740" name="Convert_255246" type="Convert" version="opset1">
<data destination_type="i32" />
<input>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="1" precision="I32">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="741" name="Constant_248093" type="Const" version="opset1">
<data element_type="i32" shape="" offset="151781392" size="4" />
<output>
<port id="0" precision="I32" />
</output>
</layer>
<layer id="742" name="__module.text_model/aten::index/ReduceProd" type="ReduceProd" version="opset1">
<data keep_dims="true" />
<input>
<port id="0" precision="I32">
<dim>2</dim>
</port>
<port id="1" precision="I32" />
</input>
<output>
<port id="2" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="743" name="Constant_248095" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="152018572" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="744" name="__module.text_model/aten::index/Concat" type="Concat" version="opset1">
<data axis="0" />
<input>
<port id="0" precision="I32">
<dim>1</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="I32">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="745" name="__module.text_model/aten::index/Reshape" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I32">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="746" name="__module.text_model/aten::argmax/Constant" type="Const" version="opset1">
<data element_type="i32" shape="" offset="159111872" size="4" />
<output>
<port id="0" precision="I32" />
</output>
</layer>
<layer id="747" name="__module.text_model/aten::argmax/TopK" type="TopK" version="opset11">
<data axis="-1" mode="max" sort="value" index_element_type="i64" stable="true" />
<input>
<port id="0" precision="I32">
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="1" precision="I32" />
</input>
<output>
<port id="2" precision="I32">
<dim>-1</dim>
<dim>1</dim>
</port>
<port id="3" precision="I64">
<dim>-1</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="748" name="__module.text_model/aten::argmax/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="" offset="152018572" size="4" />
<output>
<port id="0" precision="I32" />
</output>
</layer>
<layer id="749" name="__module.text_model/aten::argmax/Squeeze" type="Squeeze" version="opset1">
<input>
<port id="0" precision="I64">
<dim>-1</dim>
<dim>1</dim>
</port>
<port id="1" precision="I32" />
</input>
<output>
<port id="2" precision="I64" names="783">
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="750" name="__module.text_model/aten::index/Convert" type="Convert" version="opset1">
<data destination_type="i32" />
<input>
<port id="0" precision="I64">
<dim>-1</dim>
</port>
</input>
<output>
<port id="1" precision="I32">
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="751" name="__module.text_model/aten::arange/Constant_2" type="Const" version="opset1">
<data element_type="i32" shape="" offset="151781392" size="4" />
<output>
<port id="0" precision="I32" />
</output>
</layer>
<layer id="752" name="Squeeze_255249" type="Squeeze" version="opset1">
<input>
<port id="0" precision="I64">
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="I64" names="780" />
</output>
</layer>
<layer id="753" name="__module.text_model/aten::arange/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="" offset="159111872" size="4" />
<output>
<port id="0" precision="I32" />
</output>
</layer>
<layer id="754" name="__module.text_model/aten::arange/Range_1" type="Range" version="opset4">
<data output_type="f32" />
<input>
<port id="0" precision="I32" />
<port id="1" precision="I64" />
<port id="2" precision="I32" />
</input>
<output>
<port id="3" precision="FP32">
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="755" name="__module.text_model/aten::arange/ConvertLike_1" type="Convert" version="opset1">
<data destination_type="i64" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
</port>
</input>
<output>
<port id="1" precision="I64" names="781">
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="756" name="__module.text_model/aten::index/Convert_3" type="Convert" version="opset1">
<data destination_type="i32" />
<input>
<port id="0" precision="I64">
<dim>-1</dim>
</port>
</input>
<output>
<port id="1" precision="I32">
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="757" name="Convert_255257" type="Convert" version="opset1">
<data destination_type="i32" />
<input>
<port id="0" precision="I64">
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="758" name="__module.text_model/aten::index/Multiply" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="I32">
<dim>-1</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="I32">
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="759" name="__module.text_model/aten::index/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="I32">
<dim>-1</dim>
</port>
<port id="1" precision="I32">
<dim>-1</dim>
</port>
</input>
<output>
<port id="2" precision="I32">
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="760" name="__module.text_model/aten::index/Constant" type="Const" version="opset1">
<data element_type="i32" shape="" offset="151781392" size="4" />
<output>
<port id="0" precision="I32" />
</output>
</layer>
<layer id="761" name="__module.text_model/aten::index/Gather" type="Gather" version="opset8">
<data batch_dims="0" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="1" precision="I32">
<dim>-1</dim>
</port>
<port id="2" precision="I32" />
</input>
<output>
<port id="3" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
</port>
</output>
</layer>
<layer id="762" name="Constant_255321" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="492242684" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="763" name="__module.text_model/aten::index/Reshape_8" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="764" name="Constant_255322" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="492242684" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="765" name="__module.text_model/aten::index/Reshape_12" type="Reshape" version="opset1">
<data special_zero="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>768</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="pooler_output">
<dim>-1</dim>
<dim>768</dim>
</port>
</output>
</layer>
<layer id="767" name="Result_248147" type="Result" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
</layer>
<layer id="766" name="Result_248146" type="Result" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>768</dim>
</port>
</input>
</layer>
</layers>
<edges>
<edge from-layer="0" from-port="0" to-layer="9" to-port="0" />
<edge from-layer="0" from-port="0" to-layer="3" to-port="0" />
<edge from-layer="1" from-port="0" to-layer="5" to-port="0" />
<edge from-layer="2" from-port="0" to-layer="3" to-port="1" />
<edge from-layer="3" from-port="2" to-layer="5" to-port="1" />
<edge from-layer="3" from-port="2" to-layer="747" to-port="0" />
<edge from-layer="4" from-port="0" to-layer="5" to-port="2" />
<edge from-layer="5" from-port="3" to-layer="21" to-port="0" />
<edge from-layer="6" from-port="0" to-layer="20" to-port="0" />
<edge from-layer="7" from-port="0" to-layer="17" to-port="0" />
<edge from-layer="8" from-port="0" to-layer="17" to-port="1" />
<edge from-layer="9" from-port="1" to-layer="73" to-port="0" />
<edge from-layer="9" from-port="1" to-layer="740" to-port="0" />
<edge from-layer="9" from-port="1" to-layer="12" to-port="0" />
<edge from-layer="10" from-port="0" to-layer="12" to-port="1" />
<edge from-layer="11" from-port="0" to-layer="12" to-port="2" />
<edge from-layer="12" from-port="3" to-layer="54" to-port="1" />
<edge from-layer="12" from-port="3" to-layer="14" to-port="0" />
<edge from-layer="13" from-port="0" to-layer="14" to-port="1" />
<edge from-layer="14" from-port="2" to-layer="757" to-port="0" />
<edge from-layer="14" from-port="2" to-layer="77" to-port="2" />
<edge from-layer="14" from-port="2" to-layer="64" to-port="0" />
<edge from-layer="14" from-port="2" to-layer="76" to-port="0" />
<edge from-layer="14" from-port="2" to-layer="75" to-port="1" />
<edge from-layer="14" from-port="2" to-layer="75" to-port="0" />
<edge from-layer="14" from-port="2" to-layer="17" to-port="2" />
<edge from-layer="15" from-port="0" to-layer="17" to-port="3" />
<edge from-layer="16" from-port="0" to-layer="17" to-port="4" />
<edge from-layer="17" from-port="5" to-layer="18" to-port="0" />
<edge from-layer="18" from-port="1" to-layer="20" to-port="1" />
<edge from-layer="19" from-port="0" to-layer="20" to-port="2" />
<edge from-layer="20" from-port="3" to-layer="21" to-port="1" />
<edge from-layer="21" from-port="2" to-layer="89" to-port="0" />
<edge from-layer="21" from-port="2" to-layer="23" to-port="0" />
<edge from-layer="22" from-port="0" to-layer="23" to-port="1" />
<edge from-layer="23" from-port="2" to-layer="25" to-port="0" />
<edge from-layer="24" from-port="0" to-layer="25" to-port="1" />
<edge from-layer="25" from-port="2" to-layer="27" to-port="0" />
<edge from-layer="26" from-port="0" to-layer="27" to-port="1" />
<edge from-layer="27" from-port="2" to-layer="29" to-port="0" />
<edge from-layer="27" from-port="2" to-layer="45" to-port="0" />
<edge from-layer="27" from-port="2" to-layer="37" to-port="0" />
<edge from-layer="28" from-port="0" to-layer="29" to-port="1" />
<edge from-layer="29" from-port="2" to-layer="31" to-port="0" />
<edge from-layer="30" from-port="0" to-layer="31" to-port="1" />
<edge from-layer="31" from-port="2" to-layer="33" to-port="0" />
<edge from-layer="32" from-port="0" to-layer="33" to-port="1" />
<edge from-layer="33" from-port="2" to-layer="35" to-port="0" />
<edge from-layer="34" from-port="0" to-layer="35" to-port="1" />
<edge from-layer="35" from-port="2" to-layer="80" to-port="0" />
<edge from-layer="36" from-port="0" to-layer="37" to-port="1" />
<edge from-layer="37" from-port="2" to-layer="39" to-port="0" />
<edge from-layer="38" from-port="0" to-layer="39" to-port="1" />
<edge from-layer="39" from-port="2" to-layer="41" to-port="0" />
<edge from-layer="40" from-port="0" to-layer="41" to-port="1" />
<edge from-layer="41" from-port="2" to-layer="43" to-port="0" />
<edge from-layer="42" from-port="0" to-layer="43" to-port="1" />
<edge from-layer="43" from-port="2" to-layer="80" to-port="1" />
<edge from-layer="44" from-port="0" to-layer="45" to-port="1" />
<edge from-layer="45" from-port="2" to-layer="47" to-port="0" />
<edge from-layer="46" from-port="0" to-layer="47" to-port="1" />
<edge from-layer="47" from-port="2" to-layer="49" to-port="0" />
<edge from-layer="48" from-port="0" to-layer="49" to-port="1" />
<edge from-layer="49" from-port="2" to-layer="51" to-port="0" />
<edge from-layer="50" from-port="0" to-layer="51" to-port="1" />
<edge from-layer="51" from-port="2" to-layer="80" to-port="2" />
<edge from-layer="52" from-port="0" to-layer="54" to-port="0" />
<edge from-layer="53" from-port="0" to-layer="54" to-port="2" />
<edge from-layer="54" from-port="3" to-layer="55" to-port="0" />
<edge from-layer="55" from-port="1" to-layer="57" to-port="0" />
<edge from-layer="55" from-port="1" to-layer="60" to-port="0" />
<edge from-layer="56" from-port="0" to-layer="57" to-port="1" />
<edge from-layer="57" from-port="2" to-layer="59" to-port="0" />
<edge from-layer="58" from-port="0" to-layer="59" to-port="1" />
<edge from-layer="59" from-port="2" to-layer="60" to-port="1" />
<edge from-layer="60" from-port="2" to-layer="66" to-port="0" />
<edge from-layer="61" from-port="0" to-layer="66" to-port="1" />
<edge from-layer="62" from-port="0" to-layer="65" to-port="0" />
<edge from-layer="63" from-port="0" to-layer="64" to-port="1" />
<edge from-layer="64" from-port="2" to-layer="65" to-port="1" />
<edge from-layer="65" from-port="2" to-layer="66" to-port="2" />
<edge from-layer="66" from-port="3" to-layer="68" to-port="0" />
<edge from-layer="67" from-port="0" to-layer="68" to-port="1" />
<edge from-layer="68" from-port="2" to-layer="70" to-port="0" />
<edge from-layer="69" from-port="0" to-layer="70" to-port="1" />
<edge from-layer="70" from-port="2" to-layer="78" to-port="0" />
<edge from-layer="71" from-port="0" to-layer="73" to-port="1" />
<edge from-layer="72" from-port="0" to-layer="73" to-port="2" />
<edge from-layer="73" from-port="3" to-layer="77" to-port="0" />
<edge from-layer="73" from-port="3" to-layer="752" to-port="0" />
<edge from-layer="74" from-port="0" to-layer="77" to-port="1" />
<edge from-layer="75" from-port="2" to-layer="76" to-port="1" />
<edge from-layer="76" from-port="2" to-layer="77" to-port="3" />
<edge from-layer="77" from-port="4" to-layer="78" to-port="1" />
<edge from-layer="78" from-port="2" to-layer="194" to-port="3" />
<edge from-layer="78" from-port="2" to-layer="251" to-port="3" />
<edge from-layer="78" from-port="2" to-layer="308" to-port="3" />
<edge from-layer="78" from-port="2" to-layer="365" to-port="3" />
<edge from-layer="78" from-port="2" to-layer="137" to-port="3" />
<edge from-layer="78" from-port="2" to-layer="422" to-port="3" />
<edge from-layer="78" from-port="2" to-layer="707" to-port="3" />
<edge from-layer="78" from-port="2" to-layer="650" to-port="3" />
<edge from-layer="78" from-port="2" to-layer="593" to-port="3" />
<edge from-layer="78" from-port="2" to-layer="536" to-port="3" />
<edge from-layer="78" from-port="2" to-layer="479" to-port="3" />
<edge from-layer="78" from-port="2" to-layer="80" to-port="3" />
<edge from-layer="79" from-port="0" to-layer="137" to-port="4" />
<edge from-layer="79" from-port="0" to-layer="422" to-port="4" />
<edge from-layer="79" from-port="0" to-layer="251" to-port="4" />
<edge from-layer="79" from-port="0" to-layer="479" to-port="4" />
<edge from-layer="79" from-port="0" to-layer="80" to-port="4" />
<edge from-layer="79" from-port="0" to-layer="536" to-port="4" />
<edge from-layer="79" from-port="0" to-layer="593" to-port="4" />
<edge from-layer="79" from-port="0" to-layer="650" to-port="4" />
<edge from-layer="79" from-port="0" to-layer="194" to-port="4" />
<edge from-layer="79" from-port="0" to-layer="707" to-port="4" />
<edge from-layer="79" from-port="0" to-layer="365" to-port="4" />
<edge from-layer="79" from-port="0" to-layer="308" to-port="4" />
<edge from-layer="80" from-port="5" to-layer="82" to-port="0" />
<edge from-layer="81" from-port="0" to-layer="82" to-port="1" />
<edge from-layer="82" from-port="2" to-layer="84" to-port="0" />
<edge from-layer="83" from-port="0" to-layer="84" to-port="1" />
<edge from-layer="84" from-port="2" to-layer="86" to-port="0" />
<edge from-layer="85" from-port="0" to-layer="86" to-port="1" />
<edge from-layer="86" from-port="2" to-layer="88" to-port="0" />
<edge from-layer="87" from-port="0" to-layer="88" to-port="1" />
<edge from-layer="88" from-port="2" to-layer="89" to-port="1" />
<edge from-layer="89" from-port="2" to-layer="91" to-port="0" />
<edge from-layer="89" from-port="2" to-layer="106" to-port="0" />
<edge from-layer="90" from-port="0" to-layer="91" to-port="1" />
<edge from-layer="91" from-port="2" to-layer="93" to-port="0" />
<edge from-layer="92" from-port="0" to-layer="93" to-port="1" />
<edge from-layer="93" from-port="2" to-layer="95" to-port="0" />
<edge from-layer="94" from-port="0" to-layer="95" to-port="1" />
<edge from-layer="95" from-port="2" to-layer="97" to-port="0" />
<edge from-layer="96" from-port="0" to-layer="97" to-port="1" />
<edge from-layer="97" from-port="2" to-layer="99" to-port="0" />
<edge from-layer="98" from-port="0" to-layer="99" to-port="1" />
<edge from-layer="99" from-port="2" to-layer="101" to-port="0" />
<edge from-layer="100" from-port="0" to-layer="101" to-port="1" />
<edge from-layer="101" from-port="2" to-layer="103" to-port="0" />
<edge from-layer="102" from-port="0" to-layer="103" to-port="1" />
<edge from-layer="103" from-port="2" to-layer="105" to-port="0" />
<edge from-layer="104" from-port="0" to-layer="105" to-port="1" />
<edge from-layer="105" from-port="2" to-layer="106" to-port="1" />
<edge from-layer="106" from-port="2" to-layer="108" to-port="0" />
<edge from-layer="106" from-port="2" to-layer="146" to-port="0" />
<edge from-layer="107" from-port="0" to-layer="108" to-port="1" />
<edge from-layer="108" from-port="2" to-layer="110" to-port="0" />
<edge from-layer="109" from-port="0" to-layer="110" to-port="1" />
<edge from-layer="110" from-port="2" to-layer="112" to-port="0" />
<edge from-layer="111" from-port="0" to-layer="112" to-port="1" />
<edge from-layer="112" from-port="2" to-layer="122" to-port="0" />
<edge from-layer="112" from-port="2" to-layer="130" to-port="0" />
<edge from-layer="112" from-port="2" to-layer="114" to-port="0" />
<edge from-layer="113" from-port="0" to-layer="114" to-port="1" />
<edge from-layer="114" from-port="2" to-layer="116" to-port="0" />
<edge from-layer="115" from-port="0" to-layer="116" to-port="1" />
<edge from-layer="116" from-port="2" to-layer="118" to-port="0" />
<edge from-layer="117" from-port="0" to-layer="118" to-port="1" />
<edge from-layer="118" from-port="2" to-layer="120" to-port="0" />
<edge from-layer="119" from-port="0" to-layer="120" to-port="1" />
<edge from-layer="120" from-port="2" to-layer="137" to-port="0" />
<edge from-layer="121" from-port="0" to-layer="122" to-port="1" />
<edge from-layer="122" from-port="2" to-layer="124" to-port="0" />
<edge from-layer="123" from-port="0" to-layer="124" to-port="1" />
<edge from-layer="124" from-port="2" to-layer="126" to-port="0" />
<edge from-layer="125" from-port="0" to-layer="126" to-port="1" />
<edge from-layer="126" from-port="2" to-layer="128" to-port="0" />
<edge from-layer="127" from-port="0" to-layer="128" to-port="1" />
<edge from-layer="128" from-port="2" to-layer="137" to-port="1" />
<edge from-layer="129" from-port="0" to-layer="130" to-port="1" />
<edge from-layer="130" from-port="2" to-layer="132" to-port="0" />
<edge from-layer="131" from-port="0" to-layer="132" to-port="1" />
<edge from-layer="132" from-port="2" to-layer="134" to-port="0" />
<edge from-layer="133" from-port="0" to-layer="134" to-port="1" />
<edge from-layer="134" from-port="2" to-layer="136" to-port="0" />
<edge from-layer="135" from-port="0" to-layer="136" to-port="1" />
<edge from-layer="136" from-port="2" to-layer="137" to-port="2" />
<edge from-layer="137" from-port="5" to-layer="139" to-port="0" />
<edge from-layer="138" from-port="0" to-layer="139" to-port="1" />
<edge from-layer="139" from-port="2" to-layer="141" to-port="0" />
<edge from-layer="140" from-port="0" to-layer="141" to-port="1" />
<edge from-layer="141" from-port="2" to-layer="143" to-port="0" />
<edge from-layer="142" from-port="0" to-layer="143" to-port="1" />
<edge from-layer="143" from-port="2" to-layer="145" to-port="0" />
<edge from-layer="144" from-port="0" to-layer="145" to-port="1" />
<edge from-layer="145" from-port="2" to-layer="146" to-port="1" />
<edge from-layer="146" from-port="2" to-layer="148" to-port="0" />
<edge from-layer="146" from-port="2" to-layer="163" to-port="0" />
<edge from-layer="147" from-port="0" to-layer="148" to-port="1" />
<edge from-layer="148" from-port="2" to-layer="150" to-port="0" />
<edge from-layer="149" from-port="0" to-layer="150" to-port="1" />
<edge from-layer="150" from-port="2" to-layer="152" to-port="0" />
<edge from-layer="151" from-port="0" to-layer="152" to-port="1" />
<edge from-layer="152" from-port="2" to-layer="154" to-port="0" />
<edge from-layer="153" from-port="0" to-layer="154" to-port="1" />
<edge from-layer="154" from-port="2" to-layer="156" to-port="0" />
<edge from-layer="155" from-port="0" to-layer="156" to-port="1" />
<edge from-layer="156" from-port="2" to-layer="158" to-port="0" />
<edge from-layer="157" from-port="0" to-layer="158" to-port="1" />
<edge from-layer="158" from-port="2" to-layer="160" to-port="0" />
<edge from-layer="159" from-port="0" to-layer="160" to-port="1" />
<edge from-layer="160" from-port="2" to-layer="162" to-port="0" />
<edge from-layer="161" from-port="0" to-layer="162" to-port="1" />
<edge from-layer="162" from-port="2" to-layer="163" to-port="1" />
<edge from-layer="163" from-port="2" to-layer="203" to-port="0" />
<edge from-layer="163" from-port="2" to-layer="165" to-port="0" />
<edge from-layer="164" from-port="0" to-layer="165" to-port="1" />
<edge from-layer="165" from-port="2" to-layer="167" to-port="0" />
<edge from-layer="166" from-port="0" to-layer="167" to-port="1" />
<edge from-layer="167" from-port="2" to-layer="169" to-port="0" />
<edge from-layer="168" from-port="0" to-layer="169" to-port="1" />
<edge from-layer="169" from-port="2" to-layer="187" to-port="0" />
<edge from-layer="169" from-port="2" to-layer="171" to-port="0" />
<edge from-layer="169" from-port="2" to-layer="179" to-port="0" />
<edge from-layer="170" from-port="0" to-layer="171" to-port="1" />
<edge from-layer="171" from-port="2" to-layer="173" to-port="0" />
<edge from-layer="172" from-port="0" to-layer="173" to-port="1" />
<edge from-layer="173" from-port="2" to-layer="175" to-port="0" />
<edge from-layer="174" from-port="0" to-layer="175" to-port="1" />
<edge from-layer="175" from-port="2" to-layer="177" to-port="0" />
<edge from-layer="176" from-port="0" to-layer="177" to-port="1" />
<edge from-layer="177" from-port="2" to-layer="194" to-port="0" />
<edge from-layer="178" from-port="0" to-layer="179" to-port="1" />
<edge from-layer="179" from-port="2" to-layer="181" to-port="0" />
<edge from-layer="180" from-port="0" to-layer="181" to-port="1" />
<edge from-layer="181" from-port="2" to-layer="183" to-port="0" />
<edge from-layer="182" from-port="0" to-layer="183" to-port="1" />
<edge from-layer="183" from-port="2" to-layer="185" to-port="0" />
<edge from-layer="184" from-port="0" to-layer="185" to-port="1" />
<edge from-layer="185" from-port="2" to-layer="194" to-port="1" />
<edge from-layer="186" from-port="0" to-layer="187" to-port="1" />
<edge from-layer="187" from-port="2" to-layer="189" to-port="0" />
<edge from-layer="188" from-port="0" to-layer="189" to-port="1" />
<edge from-layer="189" from-port="2" to-layer="191" to-port="0" />
<edge from-layer="190" from-port="0" to-layer="191" to-port="1" />
<edge from-layer="191" from-port="2" to-layer="193" to-port="0" />
<edge from-layer="192" from-port="0" to-layer="193" to-port="1" />
<edge from-layer="193" from-port="2" to-layer="194" to-port="2" />
<edge from-layer="194" from-port="5" to-layer="196" to-port="0" />
<edge from-layer="195" from-port="0" to-layer="196" to-port="1" />
<edge from-layer="196" from-port="2" to-layer="198" to-port="0" />
<edge from-layer="197" from-port="0" to-layer="198" to-port="1" />
<edge from-layer="198" from-port="2" to-layer="200" to-port="0" />
<edge from-layer="199" from-port="0" to-layer="200" to-port="1" />
<edge from-layer="200" from-port="2" to-layer="202" to-port="0" />
<edge from-layer="201" from-port="0" to-layer="202" to-port="1" />
<edge from-layer="202" from-port="2" to-layer="203" to-port="1" />
<edge from-layer="203" from-port="2" to-layer="220" to-port="0" />
<edge from-layer="203" from-port="2" to-layer="205" to-port="0" />
<edge from-layer="204" from-port="0" to-layer="205" to-port="1" />
<edge from-layer="205" from-port="2" to-layer="207" to-port="0" />
<edge from-layer="206" from-port="0" to-layer="207" to-port="1" />
<edge from-layer="207" from-port="2" to-layer="209" to-port="0" />
<edge from-layer="208" from-port="0" to-layer="209" to-port="1" />
<edge from-layer="209" from-port="2" to-layer="211" to-port="0" />
<edge from-layer="210" from-port="0" to-layer="211" to-port="1" />
<edge from-layer="211" from-port="2" to-layer="213" to-port="0" />
<edge from-layer="212" from-port="0" to-layer="213" to-port="1" />
<edge from-layer="213" from-port="2" to-layer="215" to-port="0" />
<edge from-layer="214" from-port="0" to-layer="215" to-port="1" />
<edge from-layer="215" from-port="2" to-layer="217" to-port="0" />
<edge from-layer="216" from-port="0" to-layer="217" to-port="1" />
<edge from-layer="217" from-port="2" to-layer="219" to-port="0" />
<edge from-layer="218" from-port="0" to-layer="219" to-port="1" />
<edge from-layer="219" from-port="2" to-layer="220" to-port="1" />
<edge from-layer="220" from-port="2" to-layer="222" to-port="0" />
<edge from-layer="220" from-port="2" to-layer="260" to-port="0" />
<edge from-layer="221" from-port="0" to-layer="222" to-port="1" />
<edge from-layer="222" from-port="2" to-layer="224" to-port="0" />
<edge from-layer="223" from-port="0" to-layer="224" to-port="1" />
<edge from-layer="224" from-port="2" to-layer="226" to-port="0" />
<edge from-layer="225" from-port="0" to-layer="226" to-port="1" />
<edge from-layer="226" from-port="2" to-layer="244" to-port="0" />
<edge from-layer="226" from-port="2" to-layer="228" to-port="0" />
<edge from-layer="226" from-port="2" to-layer="236" to-port="0" />
<edge from-layer="227" from-port="0" to-layer="228" to-port="1" />
<edge from-layer="228" from-port="2" to-layer="230" to-port="0" />
<edge from-layer="229" from-port="0" to-layer="230" to-port="1" />
<edge from-layer="230" from-port="2" to-layer="232" to-port="0" />
<edge from-layer="231" from-port="0" to-layer="232" to-port="1" />
<edge from-layer="232" from-port="2" to-layer="234" to-port="0" />
<edge from-layer="233" from-port="0" to-layer="234" to-port="1" />
<edge from-layer="234" from-port="2" to-layer="251" to-port="0" />
<edge from-layer="235" from-port="0" to-layer="236" to-port="1" />
<edge from-layer="236" from-port="2" to-layer="238" to-port="0" />
<edge from-layer="237" from-port="0" to-layer="238" to-port="1" />
<edge from-layer="238" from-port="2" to-layer="240" to-port="0" />
<edge from-layer="239" from-port="0" to-layer="240" to-port="1" />
<edge from-layer="240" from-port="2" to-layer="242" to-port="0" />
<edge from-layer="241" from-port="0" to-layer="242" to-port="1" />
<edge from-layer="242" from-port="2" to-layer="251" to-port="1" />
<edge from-layer="243" from-port="0" to-layer="244" to-port="1" />
<edge from-layer="244" from-port="2" to-layer="246" to-port="0" />
<edge from-layer="245" from-port="0" to-layer="246" to-port="1" />
<edge from-layer="246" from-port="2" to-layer="248" to-port="0" />
<edge from-layer="247" from-port="0" to-layer="248" to-port="1" />
<edge from-layer="248" from-port="2" to-layer="250" to-port="0" />
<edge from-layer="249" from-port="0" to-layer="250" to-port="1" />
<edge from-layer="250" from-port="2" to-layer="251" to-port="2" />
<edge from-layer="251" from-port="5" to-layer="253" to-port="0" />
<edge from-layer="252" from-port="0" to-layer="253" to-port="1" />
<edge from-layer="253" from-port="2" to-layer="255" to-port="0" />
<edge from-layer="254" from-port="0" to-layer="255" to-port="1" />
<edge from-layer="255" from-port="2" to-layer="257" to-port="0" />
<edge from-layer="256" from-port="0" to-layer="257" to-port="1" />
<edge from-layer="257" from-port="2" to-layer="259" to-port="0" />
<edge from-layer="258" from-port="0" to-layer="259" to-port="1" />
<edge from-layer="259" from-port="2" to-layer="260" to-port="1" />
<edge from-layer="260" from-port="2" to-layer="277" to-port="0" />
<edge from-layer="260" from-port="2" to-layer="262" to-port="0" />
<edge from-layer="261" from-port="0" to-layer="262" to-port="1" />
<edge from-layer="262" from-port="2" to-layer="264" to-port="0" />
<edge from-layer="263" from-port="0" to-layer="264" to-port="1" />
<edge from-layer="264" from-port="2" to-layer="266" to-port="0" />
<edge from-layer="265" from-port="0" to-layer="266" to-port="1" />
<edge from-layer="266" from-port="2" to-layer="268" to-port="0" />
<edge from-layer="267" from-port="0" to-layer="268" to-port="1" />
<edge from-layer="268" from-port="2" to-layer="270" to-port="0" />
<edge from-layer="269" from-port="0" to-layer="270" to-port="1" />
<edge from-layer="270" from-port="2" to-layer="272" to-port="0" />
<edge from-layer="271" from-port="0" to-layer="272" to-port="1" />
<edge from-layer="272" from-port="2" to-layer="274" to-port="0" />
<edge from-layer="273" from-port="0" to-layer="274" to-port="1" />
<edge from-layer="274" from-port="2" to-layer="276" to-port="0" />
<edge from-layer="275" from-port="0" to-layer="276" to-port="1" />
<edge from-layer="276" from-port="2" to-layer="277" to-port="1" />
<edge from-layer="277" from-port="2" to-layer="317" to-port="0" />
<edge from-layer="277" from-port="2" to-layer="279" to-port="0" />
<edge from-layer="278" from-port="0" to-layer="279" to-port="1" />
<edge from-layer="279" from-port="2" to-layer="281" to-port="0" />
<edge from-layer="280" from-port="0" to-layer="281" to-port="1" />
<edge from-layer="281" from-port="2" to-layer="283" to-port="0" />
<edge from-layer="282" from-port="0" to-layer="283" to-port="1" />
<edge from-layer="283" from-port="2" to-layer="285" to-port="0" />
<edge from-layer="283" from-port="2" to-layer="301" to-port="0" />
<edge from-layer="283" from-port="2" to-layer="293" to-port="0" />
<edge from-layer="284" from-port="0" to-layer="285" to-port="1" />
<edge from-layer="285" from-port="2" to-layer="287" to-port="0" />
<edge from-layer="286" from-port="0" to-layer="287" to-port="1" />
<edge from-layer="287" from-port="2" to-layer="289" to-port="0" />
<edge from-layer="288" from-port="0" to-layer="289" to-port="1" />
<edge from-layer="289" from-port="2" to-layer="291" to-port="0" />
<edge from-layer="290" from-port="0" to-layer="291" to-port="1" />
<edge from-layer="291" from-port="2" to-layer="308" to-port="0" />
<edge from-layer="292" from-port="0" to-layer="293" to-port="1" />
<edge from-layer="293" from-port="2" to-layer="295" to-port="0" />
<edge from-layer="294" from-port="0" to-layer="295" to-port="1" />
<edge from-layer="295" from-port="2" to-layer="297" to-port="0" />
<edge from-layer="296" from-port="0" to-layer="297" to-port="1" />
<edge from-layer="297" from-port="2" to-layer="299" to-port="0" />
<edge from-layer="298" from-port="0" to-layer="299" to-port="1" />
<edge from-layer="299" from-port="2" to-layer="308" to-port="1" />
<edge from-layer="300" from-port="0" to-layer="301" to-port="1" />
<edge from-layer="301" from-port="2" to-layer="303" to-port="0" />
<edge from-layer="302" from-port="0" to-layer="303" to-port="1" />
<edge from-layer="303" from-port="2" to-layer="305" to-port="0" />
<edge from-layer="304" from-port="0" to-layer="305" to-port="1" />
<edge from-layer="305" from-port="2" to-layer="307" to-port="0" />
<edge from-layer="306" from-port="0" to-layer="307" to-port="1" />
<edge from-layer="307" from-port="2" to-layer="308" to-port="2" />
<edge from-layer="308" from-port="5" to-layer="310" to-port="0" />
<edge from-layer="309" from-port="0" to-layer="310" to-port="1" />
<edge from-layer="310" from-port="2" to-layer="312" to-port="0" />
<edge from-layer="311" from-port="0" to-layer="312" to-port="1" />
<edge from-layer="312" from-port="2" to-layer="314" to-port="0" />
<edge from-layer="313" from-port="0" to-layer="314" to-port="1" />
<edge from-layer="314" from-port="2" to-layer="316" to-port="0" />
<edge from-layer="315" from-port="0" to-layer="316" to-port="1" />
<edge from-layer="316" from-port="2" to-layer="317" to-port="1" />
<edge from-layer="317" from-port="2" to-layer="334" to-port="0" />
<edge from-layer="317" from-port="2" to-layer="319" to-port="0" />
<edge from-layer="318" from-port="0" to-layer="319" to-port="1" />
<edge from-layer="319" from-port="2" to-layer="321" to-port="0" />
<edge from-layer="320" from-port="0" to-layer="321" to-port="1" />
<edge from-layer="321" from-port="2" to-layer="323" to-port="0" />
<edge from-layer="322" from-port="0" to-layer="323" to-port="1" />
<edge from-layer="323" from-port="2" to-layer="325" to-port="0" />
<edge from-layer="324" from-port="0" to-layer="325" to-port="1" />
<edge from-layer="325" from-port="2" to-layer="327" to-port="0" />
<edge from-layer="326" from-port="0" to-layer="327" to-port="1" />
<edge from-layer="327" from-port="2" to-layer="329" to-port="0" />
<edge from-layer="328" from-port="0" to-layer="329" to-port="1" />
<edge from-layer="329" from-port="2" to-layer="331" to-port="0" />
<edge from-layer="330" from-port="0" to-layer="331" to-port="1" />
<edge from-layer="331" from-port="2" to-layer="333" to-port="0" />
<edge from-layer="332" from-port="0" to-layer="333" to-port="1" />
<edge from-layer="333" from-port="2" to-layer="334" to-port="1" />
<edge from-layer="334" from-port="2" to-layer="374" to-port="0" />
<edge from-layer="334" from-port="2" to-layer="336" to-port="0" />
<edge from-layer="335" from-port="0" to-layer="336" to-port="1" />
<edge from-layer="336" from-port="2" to-layer="338" to-port="0" />
<edge from-layer="337" from-port="0" to-layer="338" to-port="1" />
<edge from-layer="338" from-port="2" to-layer="340" to-port="0" />
<edge from-layer="339" from-port="0" to-layer="340" to-port="1" />
<edge from-layer="340" from-port="2" to-layer="358" to-port="0" />
<edge from-layer="340" from-port="2" to-layer="342" to-port="0" />
<edge from-layer="340" from-port="2" to-layer="350" to-port="0" />
<edge from-layer="341" from-port="0" to-layer="342" to-port="1" />
<edge from-layer="342" from-port="2" to-layer="344" to-port="0" />
<edge from-layer="343" from-port="0" to-layer="344" to-port="1" />
<edge from-layer="344" from-port="2" to-layer="346" to-port="0" />
<edge from-layer="345" from-port="0" to-layer="346" to-port="1" />
<edge from-layer="346" from-port="2" to-layer="348" to-port="0" />
<edge from-layer="347" from-port="0" to-layer="348" to-port="1" />
<edge from-layer="348" from-port="2" to-layer="365" to-port="0" />
<edge from-layer="349" from-port="0" to-layer="350" to-port="1" />
<edge from-layer="350" from-port="2" to-layer="352" to-port="0" />
<edge from-layer="351" from-port="0" to-layer="352" to-port="1" />
<edge from-layer="352" from-port="2" to-layer="354" to-port="0" />
<edge from-layer="353" from-port="0" to-layer="354" to-port="1" />
<edge from-layer="354" from-port="2" to-layer="356" to-port="0" />
<edge from-layer="355" from-port="0" to-layer="356" to-port="1" />
<edge from-layer="356" from-port="2" to-layer="365" to-port="1" />
<edge from-layer="357" from-port="0" to-layer="358" to-port="1" />
<edge from-layer="358" from-port="2" to-layer="360" to-port="0" />
<edge from-layer="359" from-port="0" to-layer="360" to-port="1" />
<edge from-layer="360" from-port="2" to-layer="362" to-port="0" />
<edge from-layer="361" from-port="0" to-layer="362" to-port="1" />
<edge from-layer="362" from-port="2" to-layer="364" to-port="0" />
<edge from-layer="363" from-port="0" to-layer="364" to-port="1" />
<edge from-layer="364" from-port="2" to-layer="365" to-port="2" />
<edge from-layer="365" from-port="5" to-layer="367" to-port="0" />
<edge from-layer="366" from-port="0" to-layer="367" to-port="1" />
<edge from-layer="367" from-port="2" to-layer="369" to-port="0" />
<edge from-layer="368" from-port="0" to-layer="369" to-port="1" />
<edge from-layer="369" from-port="2" to-layer="371" to-port="0" />
<edge from-layer="370" from-port="0" to-layer="371" to-port="1" />
<edge from-layer="371" from-port="2" to-layer="373" to-port="0" />
<edge from-layer="372" from-port="0" to-layer="373" to-port="1" />
<edge from-layer="373" from-port="2" to-layer="374" to-port="1" />
<edge from-layer="374" from-port="2" to-layer="391" to-port="0" />
<edge from-layer="374" from-port="2" to-layer="376" to-port="0" />
<edge from-layer="375" from-port="0" to-layer="376" to-port="1" />
<edge from-layer="376" from-port="2" to-layer="378" to-port="0" />
<edge from-layer="377" from-port="0" to-layer="378" to-port="1" />
<edge from-layer="378" from-port="2" to-layer="380" to-port="0" />
<edge from-layer="379" from-port="0" to-layer="380" to-port="1" />
<edge from-layer="380" from-port="2" to-layer="382" to-port="0" />
<edge from-layer="381" from-port="0" to-layer="382" to-port="1" />
<edge from-layer="382" from-port="2" to-layer="384" to-port="0" />
<edge from-layer="383" from-port="0" to-layer="384" to-port="1" />
<edge from-layer="384" from-port="2" to-layer="386" to-port="0" />
<edge from-layer="385" from-port="0" to-layer="386" to-port="1" />
<edge from-layer="386" from-port="2" to-layer="388" to-port="0" />
<edge from-layer="387" from-port="0" to-layer="388" to-port="1" />
<edge from-layer="388" from-port="2" to-layer="390" to-port="0" />
<edge from-layer="389" from-port="0" to-layer="390" to-port="1" />
<edge from-layer="390" from-port="2" to-layer="391" to-port="1" />
<edge from-layer="391" from-port="2" to-layer="431" to-port="0" />
<edge from-layer="391" from-port="2" to-layer="393" to-port="0" />
<edge from-layer="392" from-port="0" to-layer="393" to-port="1" />
<edge from-layer="393" from-port="2" to-layer="395" to-port="0" />
<edge from-layer="394" from-port="0" to-layer="395" to-port="1" />
<edge from-layer="395" from-port="2" to-layer="397" to-port="0" />
<edge from-layer="396" from-port="0" to-layer="397" to-port="1" />
<edge from-layer="397" from-port="2" to-layer="415" to-port="0" />
<edge from-layer="397" from-port="2" to-layer="407" to-port="0" />
<edge from-layer="397" from-port="2" to-layer="399" to-port="0" />
<edge from-layer="398" from-port="0" to-layer="399" to-port="1" />
<edge from-layer="399" from-port="2" to-layer="401" to-port="0" />
<edge from-layer="400" from-port="0" to-layer="401" to-port="1" />
<edge from-layer="401" from-port="2" to-layer="403" to-port="0" />
<edge from-layer="402" from-port="0" to-layer="403" to-port="1" />
<edge from-layer="403" from-port="2" to-layer="405" to-port="0" />
<edge from-layer="404" from-port="0" to-layer="405" to-port="1" />
<edge from-layer="405" from-port="2" to-layer="422" to-port="0" />
<edge from-layer="406" from-port="0" to-layer="407" to-port="1" />
<edge from-layer="407" from-port="2" to-layer="409" to-port="0" />
<edge from-layer="408" from-port="0" to-layer="409" to-port="1" />
<edge from-layer="409" from-port="2" to-layer="411" to-port="0" />
<edge from-layer="410" from-port="0" to-layer="411" to-port="1" />
<edge from-layer="411" from-port="2" to-layer="413" to-port="0" />
<edge from-layer="412" from-port="0" to-layer="413" to-port="1" />
<edge from-layer="413" from-port="2" to-layer="422" to-port="1" />
<edge from-layer="414" from-port="0" to-layer="415" to-port="1" />
<edge from-layer="415" from-port="2" to-layer="417" to-port="0" />
<edge from-layer="416" from-port="0" to-layer="417" to-port="1" />
<edge from-layer="417" from-port="2" to-layer="419" to-port="0" />
<edge from-layer="418" from-port="0" to-layer="419" to-port="1" />
<edge from-layer="419" from-port="2" to-layer="421" to-port="0" />
<edge from-layer="420" from-port="0" to-layer="421" to-port="1" />
<edge from-layer="421" from-port="2" to-layer="422" to-port="2" />
<edge from-layer="422" from-port="5" to-layer="424" to-port="0" />
<edge from-layer="423" from-port="0" to-layer="424" to-port="1" />
<edge from-layer="424" from-port="2" to-layer="426" to-port="0" />
<edge from-layer="425" from-port="0" to-layer="426" to-port="1" />
<edge from-layer="426" from-port="2" to-layer="428" to-port="0" />
<edge from-layer="427" from-port="0" to-layer="428" to-port="1" />
<edge from-layer="428" from-port="2" to-layer="430" to-port="0" />
<edge from-layer="429" from-port="0" to-layer="430" to-port="1" />
<edge from-layer="430" from-port="2" to-layer="431" to-port="1" />
<edge from-layer="431" from-port="2" to-layer="433" to-port="0" />
<edge from-layer="431" from-port="2" to-layer="448" to-port="0" />
<edge from-layer="432" from-port="0" to-layer="433" to-port="1" />
<edge from-layer="433" from-port="2" to-layer="435" to-port="0" />
<edge from-layer="434" from-port="0" to-layer="435" to-port="1" />
<edge from-layer="435" from-port="2" to-layer="437" to-port="0" />
<edge from-layer="436" from-port="0" to-layer="437" to-port="1" />
<edge from-layer="437" from-port="2" to-layer="439" to-port="0" />
<edge from-layer="438" from-port="0" to-layer="439" to-port="1" />
<edge from-layer="439" from-port="2" to-layer="441" to-port="0" />
<edge from-layer="440" from-port="0" to-layer="441" to-port="1" />
<edge from-layer="441" from-port="2" to-layer="443" to-port="0" />
<edge from-layer="442" from-port="0" to-layer="443" to-port="1" />
<edge from-layer="443" from-port="2" to-layer="445" to-port="0" />
<edge from-layer="444" from-port="0" to-layer="445" to-port="1" />
<edge from-layer="445" from-port="2" to-layer="447" to-port="0" />
<edge from-layer="446" from-port="0" to-layer="447" to-port="1" />
<edge from-layer="447" from-port="2" to-layer="448" to-port="1" />
<edge from-layer="448" from-port="2" to-layer="450" to-port="0" />
<edge from-layer="448" from-port="2" to-layer="488" to-port="0" />
<edge from-layer="449" from-port="0" to-layer="450" to-port="1" />
<edge from-layer="450" from-port="2" to-layer="452" to-port="0" />
<edge from-layer="451" from-port="0" to-layer="452" to-port="1" />
<edge from-layer="452" from-port="2" to-layer="454" to-port="0" />
<edge from-layer="453" from-port="0" to-layer="454" to-port="1" />
<edge from-layer="454" from-port="2" to-layer="464" to-port="0" />
<edge from-layer="454" from-port="2" to-layer="456" to-port="0" />
<edge from-layer="454" from-port="2" to-layer="472" to-port="0" />
<edge from-layer="455" from-port="0" to-layer="456" to-port="1" />
<edge from-layer="456" from-port="2" to-layer="458" to-port="0" />
<edge from-layer="457" from-port="0" to-layer="458" to-port="1" />
<edge from-layer="458" from-port="2" to-layer="460" to-port="0" />
<edge from-layer="459" from-port="0" to-layer="460" to-port="1" />
<edge from-layer="460" from-port="2" to-layer="462" to-port="0" />
<edge from-layer="461" from-port="0" to-layer="462" to-port="1" />
<edge from-layer="462" from-port="2" to-layer="479" to-port="0" />
<edge from-layer="463" from-port="0" to-layer="464" to-port="1" />
<edge from-layer="464" from-port="2" to-layer="466" to-port="0" />
<edge from-layer="465" from-port="0" to-layer="466" to-port="1" />
<edge from-layer="466" from-port="2" to-layer="468" to-port="0" />
<edge from-layer="467" from-port="0" to-layer="468" to-port="1" />
<edge from-layer="468" from-port="2" to-layer="470" to-port="0" />
<edge from-layer="469" from-port="0" to-layer="470" to-port="1" />
<edge from-layer="470" from-port="2" to-layer="479" to-port="1" />
<edge from-layer="471" from-port="0" to-layer="472" to-port="1" />
<edge from-layer="472" from-port="2" to-layer="474" to-port="0" />
<edge from-layer="473" from-port="0" to-layer="474" to-port="1" />
<edge from-layer="474" from-port="2" to-layer="476" to-port="0" />
<edge from-layer="475" from-port="0" to-layer="476" to-port="1" />
<edge from-layer="476" from-port="2" to-layer="478" to-port="0" />
<edge from-layer="477" from-port="0" to-layer="478" to-port="1" />
<edge from-layer="478" from-port="2" to-layer="479" to-port="2" />
<edge from-layer="479" from-port="5" to-layer="481" to-port="0" />
<edge from-layer="480" from-port="0" to-layer="481" to-port="1" />
<edge from-layer="481" from-port="2" to-layer="483" to-port="0" />
<edge from-layer="482" from-port="0" to-layer="483" to-port="1" />
<edge from-layer="483" from-port="2" to-layer="485" to-port="0" />
<edge from-layer="484" from-port="0" to-layer="485" to-port="1" />
<edge from-layer="485" from-port="2" to-layer="487" to-port="0" />
<edge from-layer="486" from-port="0" to-layer="487" to-port="1" />
<edge from-layer="487" from-port="2" to-layer="488" to-port="1" />
<edge from-layer="488" from-port="2" to-layer="490" to-port="0" />
<edge from-layer="488" from-port="2" to-layer="505" to-port="0" />
<edge from-layer="489" from-port="0" to-layer="490" to-port="1" />
<edge from-layer="490" from-port="2" to-layer="492" to-port="0" />
<edge from-layer="491" from-port="0" to-layer="492" to-port="1" />
<edge from-layer="492" from-port="2" to-layer="494" to-port="0" />
<edge from-layer="493" from-port="0" to-layer="494" to-port="1" />
<edge from-layer="494" from-port="2" to-layer="496" to-port="0" />
<edge from-layer="495" from-port="0" to-layer="496" to-port="1" />
<edge from-layer="496" from-port="2" to-layer="498" to-port="0" />
<edge from-layer="497" from-port="0" to-layer="498" to-port="1" />
<edge from-layer="498" from-port="2" to-layer="500" to-port="0" />
<edge from-layer="499" from-port="0" to-layer="500" to-port="1" />
<edge from-layer="500" from-port="2" to-layer="502" to-port="0" />
<edge from-layer="501" from-port="0" to-layer="502" to-port="1" />
<edge from-layer="502" from-port="2" to-layer="504" to-port="0" />
<edge from-layer="503" from-port="0" to-layer="504" to-port="1" />
<edge from-layer="504" from-port="2" to-layer="505" to-port="1" />
<edge from-layer="505" from-port="2" to-layer="507" to-port="0" />
<edge from-layer="505" from-port="2" to-layer="545" to-port="0" />
<edge from-layer="506" from-port="0" to-layer="507" to-port="1" />
<edge from-layer="507" from-port="2" to-layer="509" to-port="0" />
<edge from-layer="508" from-port="0" to-layer="509" to-port="1" />
<edge from-layer="509" from-port="2" to-layer="511" to-port="0" />
<edge from-layer="510" from-port="0" to-layer="511" to-port="1" />
<edge from-layer="511" from-port="2" to-layer="513" to-port="0" />
<edge from-layer="511" from-port="2" to-layer="529" to-port="0" />
<edge from-layer="511" from-port="2" to-layer="521" to-port="0" />
<edge from-layer="512" from-port="0" to-layer="513" to-port="1" />
<edge from-layer="513" from-port="2" to-layer="515" to-port="0" />
<edge from-layer="514" from-port="0" to-layer="515" to-port="1" />
<edge from-layer="515" from-port="2" to-layer="517" to-port="0" />
<edge from-layer="516" from-port="0" to-layer="517" to-port="1" />
<edge from-layer="517" from-port="2" to-layer="519" to-port="0" />
<edge from-layer="518" from-port="0" to-layer="519" to-port="1" />
<edge from-layer="519" from-port="2" to-layer="536" to-port="0" />
<edge from-layer="520" from-port="0" to-layer="521" to-port="1" />
<edge from-layer="521" from-port="2" to-layer="523" to-port="0" />
<edge from-layer="522" from-port="0" to-layer="523" to-port="1" />
<edge from-layer="523" from-port="2" to-layer="525" to-port="0" />
<edge from-layer="524" from-port="0" to-layer="525" to-port="1" />
<edge from-layer="525" from-port="2" to-layer="527" to-port="0" />
<edge from-layer="526" from-port="0" to-layer="527" to-port="1" />
<edge from-layer="527" from-port="2" to-layer="536" to-port="1" />
<edge from-layer="528" from-port="0" to-layer="529" to-port="1" />
<edge from-layer="529" from-port="2" to-layer="531" to-port="0" />
<edge from-layer="530" from-port="0" to-layer="531" to-port="1" />
<edge from-layer="531" from-port="2" to-layer="533" to-port="0" />
<edge from-layer="532" from-port="0" to-layer="533" to-port="1" />
<edge from-layer="533" from-port="2" to-layer="535" to-port="0" />
<edge from-layer="534" from-port="0" to-layer="535" to-port="1" />
<edge from-layer="535" from-port="2" to-layer="536" to-port="2" />
<edge from-layer="536" from-port="5" to-layer="538" to-port="0" />
<edge from-layer="537" from-port="0" to-layer="538" to-port="1" />
<edge from-layer="538" from-port="2" to-layer="540" to-port="0" />
<edge from-layer="539" from-port="0" to-layer="540" to-port="1" />
<edge from-layer="540" from-port="2" to-layer="542" to-port="0" />
<edge from-layer="541" from-port="0" to-layer="542" to-port="1" />
<edge from-layer="542" from-port="2" to-layer="544" to-port="0" />
<edge from-layer="543" from-port="0" to-layer="544" to-port="1" />
<edge from-layer="544" from-port="2" to-layer="545" to-port="1" />
<edge from-layer="545" from-port="2" to-layer="562" to-port="0" />
<edge from-layer="545" from-port="2" to-layer="547" to-port="0" />
<edge from-layer="546" from-port="0" to-layer="547" to-port="1" />
<edge from-layer="547" from-port="2" to-layer="549" to-port="0" />
<edge from-layer="548" from-port="0" to-layer="549" to-port="1" />
<edge from-layer="549" from-port="2" to-layer="551" to-port="0" />
<edge from-layer="550" from-port="0" to-layer="551" to-port="1" />
<edge from-layer="551" from-port="2" to-layer="553" to-port="0" />
<edge from-layer="552" from-port="0" to-layer="553" to-port="1" />
<edge from-layer="553" from-port="2" to-layer="555" to-port="0" />
<edge from-layer="554" from-port="0" to-layer="555" to-port="1" />
<edge from-layer="555" from-port="2" to-layer="557" to-port="0" />
<edge from-layer="556" from-port="0" to-layer="557" to-port="1" />
<edge from-layer="557" from-port="2" to-layer="559" to-port="0" />
<edge from-layer="558" from-port="0" to-layer="559" to-port="1" />
<edge from-layer="559" from-port="2" to-layer="561" to-port="0" />
<edge from-layer="560" from-port="0" to-layer="561" to-port="1" />
<edge from-layer="561" from-port="2" to-layer="562" to-port="1" />
<edge from-layer="562" from-port="2" to-layer="602" to-port="0" />
<edge from-layer="562" from-port="2" to-layer="564" to-port="0" />
<edge from-layer="563" from-port="0" to-layer="564" to-port="1" />
<edge from-layer="564" from-port="2" to-layer="566" to-port="0" />
<edge from-layer="565" from-port="0" to-layer="566" to-port="1" />
<edge from-layer="566" from-port="2" to-layer="568" to-port="0" />
<edge from-layer="567" from-port="0" to-layer="568" to-port="1" />
<edge from-layer="568" from-port="2" to-layer="570" to-port="0" />
<edge from-layer="568" from-port="2" to-layer="586" to-port="0" />
<edge from-layer="568" from-port="2" to-layer="578" to-port="0" />
<edge from-layer="569" from-port="0" to-layer="570" to-port="1" />
<edge from-layer="570" from-port="2" to-layer="572" to-port="0" />
<edge from-layer="571" from-port="0" to-layer="572" to-port="1" />
<edge from-layer="572" from-port="2" to-layer="574" to-port="0" />
<edge from-layer="573" from-port="0" to-layer="574" to-port="1" />
<edge from-layer="574" from-port="2" to-layer="576" to-port="0" />
<edge from-layer="575" from-port="0" to-layer="576" to-port="1" />
<edge from-layer="576" from-port="2" to-layer="593" to-port="0" />
<edge from-layer="577" from-port="0" to-layer="578" to-port="1" />
<edge from-layer="578" from-port="2" to-layer="580" to-port="0" />
<edge from-layer="579" from-port="0" to-layer="580" to-port="1" />
<edge from-layer="580" from-port="2" to-layer="582" to-port="0" />
<edge from-layer="581" from-port="0" to-layer="582" to-port="1" />
<edge from-layer="582" from-port="2" to-layer="584" to-port="0" />
<edge from-layer="583" from-port="0" to-layer="584" to-port="1" />
<edge from-layer="584" from-port="2" to-layer="593" to-port="1" />
<edge from-layer="585" from-port="0" to-layer="586" to-port="1" />
<edge from-layer="586" from-port="2" to-layer="588" to-port="0" />
<edge from-layer="587" from-port="0" to-layer="588" to-port="1" />
<edge from-layer="588" from-port="2" to-layer="590" to-port="0" />
<edge from-layer="589" from-port="0" to-layer="590" to-port="1" />
<edge from-layer="590" from-port="2" to-layer="592" to-port="0" />
<edge from-layer="591" from-port="0" to-layer="592" to-port="1" />
<edge from-layer="592" from-port="2" to-layer="593" to-port="2" />
<edge from-layer="593" from-port="5" to-layer="595" to-port="0" />
<edge from-layer="594" from-port="0" to-layer="595" to-port="1" />
<edge from-layer="595" from-port="2" to-layer="597" to-port="0" />
<edge from-layer="596" from-port="0" to-layer="597" to-port="1" />
<edge from-layer="597" from-port="2" to-layer="599" to-port="0" />
<edge from-layer="598" from-port="0" to-layer="599" to-port="1" />
<edge from-layer="599" from-port="2" to-layer="601" to-port="0" />
<edge from-layer="600" from-port="0" to-layer="601" to-port="1" />
<edge from-layer="601" from-port="2" to-layer="602" to-port="1" />
<edge from-layer="602" from-port="2" to-layer="604" to-port="0" />
<edge from-layer="602" from-port="2" to-layer="619" to-port="0" />
<edge from-layer="603" from-port="0" to-layer="604" to-port="1" />
<edge from-layer="604" from-port="2" to-layer="606" to-port="0" />
<edge from-layer="605" from-port="0" to-layer="606" to-port="1" />
<edge from-layer="606" from-port="2" to-layer="608" to-port="0" />
<edge from-layer="607" from-port="0" to-layer="608" to-port="1" />
<edge from-layer="608" from-port="2" to-layer="610" to-port="0" />
<edge from-layer="609" from-port="0" to-layer="610" to-port="1" />
<edge from-layer="610" from-port="2" to-layer="612" to-port="0" />
<edge from-layer="611" from-port="0" to-layer="612" to-port="1" />
<edge from-layer="612" from-port="2" to-layer="614" to-port="0" />
<edge from-layer="613" from-port="0" to-layer="614" to-port="1" />
<edge from-layer="614" from-port="2" to-layer="616" to-port="0" />
<edge from-layer="615" from-port="0" to-layer="616" to-port="1" />
<edge from-layer="616" from-port="2" to-layer="618" to-port="0" />
<edge from-layer="617" from-port="0" to-layer="618" to-port="1" />
<edge from-layer="618" from-port="2" to-layer="619" to-port="1" />
<edge from-layer="619" from-port="2" to-layer="659" to-port="0" />
<edge from-layer="619" from-port="2" to-layer="621" to-port="0" />
<edge from-layer="620" from-port="0" to-layer="621" to-port="1" />
<edge from-layer="621" from-port="2" to-layer="623" to-port="0" />
<edge from-layer="622" from-port="0" to-layer="623" to-port="1" />
<edge from-layer="623" from-port="2" to-layer="625" to-port="0" />
<edge from-layer="624" from-port="0" to-layer="625" to-port="1" />
<edge from-layer="625" from-port="2" to-layer="643" to-port="0" />
<edge from-layer="625" from-port="2" to-layer="627" to-port="0" />
<edge from-layer="625" from-port="2" to-layer="635" to-port="0" />
<edge from-layer="626" from-port="0" to-layer="627" to-port="1" />
<edge from-layer="627" from-port="2" to-layer="629" to-port="0" />
<edge from-layer="628" from-port="0" to-layer="629" to-port="1" />
<edge from-layer="629" from-port="2" to-layer="631" to-port="0" />
<edge from-layer="630" from-port="0" to-layer="631" to-port="1" />
<edge from-layer="631" from-port="2" to-layer="633" to-port="0" />
<edge from-layer="632" from-port="0" to-layer="633" to-port="1" />
<edge from-layer="633" from-port="2" to-layer="650" to-port="0" />
<edge from-layer="634" from-port="0" to-layer="635" to-port="1" />
<edge from-layer="635" from-port="2" to-layer="637" to-port="0" />
<edge from-layer="636" from-port="0" to-layer="637" to-port="1" />
<edge from-layer="637" from-port="2" to-layer="639" to-port="0" />
<edge from-layer="638" from-port="0" to-layer="639" to-port="1" />
<edge from-layer="639" from-port="2" to-layer="641" to-port="0" />
<edge from-layer="640" from-port="0" to-layer="641" to-port="1" />
<edge from-layer="641" from-port="2" to-layer="650" to-port="1" />
<edge from-layer="642" from-port="0" to-layer="643" to-port="1" />
<edge from-layer="643" from-port="2" to-layer="645" to-port="0" />
<edge from-layer="644" from-port="0" to-layer="645" to-port="1" />
<edge from-layer="645" from-port="2" to-layer="647" to-port="0" />
<edge from-layer="646" from-port="0" to-layer="647" to-port="1" />
<edge from-layer="647" from-port="2" to-layer="649" to-port="0" />
<edge from-layer="648" from-port="0" to-layer="649" to-port="1" />
<edge from-layer="649" from-port="2" to-layer="650" to-port="2" />
<edge from-layer="650" from-port="5" to-layer="652" to-port="0" />
<edge from-layer="651" from-port="0" to-layer="652" to-port="1" />
<edge from-layer="652" from-port="2" to-layer="654" to-port="0" />
<edge from-layer="653" from-port="0" to-layer="654" to-port="1" />
<edge from-layer="654" from-port="2" to-layer="656" to-port="0" />
<edge from-layer="655" from-port="0" to-layer="656" to-port="1" />
<edge from-layer="656" from-port="2" to-layer="658" to-port="0" />
<edge from-layer="657" from-port="0" to-layer="658" to-port="1" />
<edge from-layer="658" from-port="2" to-layer="659" to-port="1" />
<edge from-layer="659" from-port="2" to-layer="676" to-port="0" />
<edge from-layer="659" from-port="2" to-layer="661" to-port="0" />
<edge from-layer="660" from-port="0" to-layer="661" to-port="1" />
<edge from-layer="661" from-port="2" to-layer="663" to-port="0" />
<edge from-layer="662" from-port="0" to-layer="663" to-port="1" />
<edge from-layer="663" from-port="2" to-layer="665" to-port="0" />
<edge from-layer="664" from-port="0" to-layer="665" to-port="1" />
<edge from-layer="665" from-port="2" to-layer="667" to-port="0" />
<edge from-layer="666" from-port="0" to-layer="667" to-port="1" />
<edge from-layer="667" from-port="2" to-layer="669" to-port="0" />
<edge from-layer="668" from-port="0" to-layer="669" to-port="1" />
<edge from-layer="669" from-port="2" to-layer="671" to-port="0" />
<edge from-layer="670" from-port="0" to-layer="671" to-port="1" />
<edge from-layer="671" from-port="2" to-layer="673" to-port="0" />
<edge from-layer="672" from-port="0" to-layer="673" to-port="1" />
<edge from-layer="673" from-port="2" to-layer="675" to-port="0" />
<edge from-layer="674" from-port="0" to-layer="675" to-port="1" />
<edge from-layer="675" from-port="2" to-layer="676" to-port="1" />
<edge from-layer="676" from-port="2" to-layer="678" to-port="0" />
<edge from-layer="676" from-port="2" to-layer="716" to-port="0" />
<edge from-layer="677" from-port="0" to-layer="678" to-port="1" />
<edge from-layer="678" from-port="2" to-layer="680" to-port="0" />
<edge from-layer="679" from-port="0" to-layer="680" to-port="1" />
<edge from-layer="680" from-port="2" to-layer="682" to-port="0" />
<edge from-layer="681" from-port="0" to-layer="682" to-port="1" />
<edge from-layer="682" from-port="2" to-layer="684" to-port="0" />
<edge from-layer="682" from-port="2" to-layer="700" to-port="0" />
<edge from-layer="682" from-port="2" to-layer="692" to-port="0" />
<edge from-layer="683" from-port="0" to-layer="684" to-port="1" />
<edge from-layer="684" from-port="2" to-layer="686" to-port="0" />
<edge from-layer="685" from-port="0" to-layer="686" to-port="1" />
<edge from-layer="686" from-port="2" to-layer="688" to-port="0" />
<edge from-layer="687" from-port="0" to-layer="688" to-port="1" />
<edge from-layer="688" from-port="2" to-layer="690" to-port="0" />
<edge from-layer="689" from-port="0" to-layer="690" to-port="1" />
<edge from-layer="690" from-port="2" to-layer="707" to-port="0" />
<edge from-layer="691" from-port="0" to-layer="692" to-port="1" />
<edge from-layer="692" from-port="2" to-layer="694" to-port="0" />
<edge from-layer="693" from-port="0" to-layer="694" to-port="1" />
<edge from-layer="694" from-port="2" to-layer="696" to-port="0" />
<edge from-layer="695" from-port="0" to-layer="696" to-port="1" />
<edge from-layer="696" from-port="2" to-layer="698" to-port="0" />
<edge from-layer="697" from-port="0" to-layer="698" to-port="1" />
<edge from-layer="698" from-port="2" to-layer="707" to-port="1" />
<edge from-layer="699" from-port="0" to-layer="700" to-port="1" />
<edge from-layer="700" from-port="2" to-layer="702" to-port="0" />
<edge from-layer="701" from-port="0" to-layer="702" to-port="1" />
<edge from-layer="702" from-port="2" to-layer="704" to-port="0" />
<edge from-layer="703" from-port="0" to-layer="704" to-port="1" />
<edge from-layer="704" from-port="2" to-layer="706" to-port="0" />
<edge from-layer="705" from-port="0" to-layer="706" to-port="1" />
<edge from-layer="706" from-port="2" to-layer="707" to-port="2" />
<edge from-layer="707" from-port="5" to-layer="709" to-port="0" />
<edge from-layer="708" from-port="0" to-layer="709" to-port="1" />
<edge from-layer="709" from-port="2" to-layer="711" to-port="0" />
<edge from-layer="710" from-port="0" to-layer="711" to-port="1" />
<edge from-layer="711" from-port="2" to-layer="713" to-port="0" />
<edge from-layer="712" from-port="0" to-layer="713" to-port="1" />
<edge from-layer="713" from-port="2" to-layer="715" to-port="0" />
<edge from-layer="714" from-port="0" to-layer="715" to-port="1" />
<edge from-layer="715" from-port="2" to-layer="716" to-port="1" />
<edge from-layer="716" from-port="2" to-layer="733" to-port="0" />
<edge from-layer="716" from-port="2" to-layer="718" to-port="0" />
<edge from-layer="717" from-port="0" to-layer="718" to-port="1" />
<edge from-layer="718" from-port="2" to-layer="720" to-port="0" />
<edge from-layer="719" from-port="0" to-layer="720" to-port="1" />
<edge from-layer="720" from-port="2" to-layer="722" to-port="0" />
<edge from-layer="721" from-port="0" to-layer="722" to-port="1" />
<edge from-layer="722" from-port="2" to-layer="724" to-port="0" />
<edge from-layer="723" from-port="0" to-layer="724" to-port="1" />
<edge from-layer="724" from-port="2" to-layer="726" to-port="0" />
<edge from-layer="725" from-port="0" to-layer="726" to-port="1" />
<edge from-layer="726" from-port="2" to-layer="728" to-port="0" />
<edge from-layer="727" from-port="0" to-layer="728" to-port="1" />
<edge from-layer="728" from-port="2" to-layer="730" to-port="0" />
<edge from-layer="729" from-port="0" to-layer="730" to-port="1" />
<edge from-layer="730" from-port="2" to-layer="732" to-port="0" />
<edge from-layer="731" from-port="0" to-layer="732" to-port="1" />
<edge from-layer="732" from-port="2" to-layer="733" to-port="1" />
<edge from-layer="733" from-port="2" to-layer="735" to-port="0" />
<edge from-layer="734" from-port="0" to-layer="735" to-port="1" />
<edge from-layer="735" from-port="2" to-layer="737" to-port="0" />
<edge from-layer="736" from-port="0" to-layer="737" to-port="1" />
<edge from-layer="737" from-port="2" to-layer="739" to-port="0" />
<edge from-layer="738" from-port="0" to-layer="739" to-port="1" />
<edge from-layer="739" from-port="2" to-layer="767" to-port="0" />
<edge from-layer="739" from-port="2" to-layer="745" to-port="0" />
<edge from-layer="740" from-port="1" to-layer="742" to-port="0" />
<edge from-layer="741" from-port="0" to-layer="742" to-port="1" />
<edge from-layer="742" from-port="2" to-layer="744" to-port="0" />
<edge from-layer="743" from-port="0" to-layer="744" to-port="1" />
<edge from-layer="744" from-port="2" to-layer="745" to-port="1" />
<edge from-layer="745" from-port="2" to-layer="761" to-port="0" />
<edge from-layer="746" from-port="0" to-layer="747" to-port="1" />
<edge from-layer="747" from-port="3" to-layer="749" to-port="0" />
<edge from-layer="748" from-port="0" to-layer="749" to-port="1" />
<edge from-layer="749" from-port="2" to-layer="750" to-port="0" />
<edge from-layer="750" from-port="1" to-layer="759" to-port="0" />
<edge from-layer="751" from-port="0" to-layer="754" to-port="0" />
<edge from-layer="752" from-port="1" to-layer="754" to-port="1" />
<edge from-layer="753" from-port="0" to-layer="754" to-port="2" />
<edge from-layer="754" from-port="3" to-layer="755" to-port="0" />
<edge from-layer="755" from-port="1" to-layer="756" to-port="0" />
<edge from-layer="756" from-port="1" to-layer="758" to-port="0" />
<edge from-layer="757" from-port="1" to-layer="758" to-port="1" />
<edge from-layer="758" from-port="2" to-layer="759" to-port="1" />
<edge from-layer="759" from-port="2" to-layer="761" to-port="1" />
<edge from-layer="760" from-port="0" to-layer="761" to-port="2" />
<edge from-layer="761" from-port="3" to-layer="763" to-port="0" />
<edge from-layer="762" from-port="0" to-layer="763" to-port="1" />
<edge from-layer="763" from-port="2" to-layer="765" to-port="0" />
<edge from-layer="764" from-port="0" to-layer="765" to-port="1" />
<edge from-layer="765" from-port="2" to-layer="766" to-port="0" />
</edges>
<rt_info>
<Runtime_version value="2025.0.0-17353-acccb227fba" />
<conversion_parameters>
<framework value="pytorch" />
<is_python_object value="True" />
</conversion_parameters>
<optimum>
<diffusers_version value="0.31.0" />
<optimum_intel_version value="1.21.0.dev0+41637d0" />
<optimum_version value="1.23.3" />
<pytorch_version value="2.4.1+cpu" />
<transformers_version value="4.45.2" />
</optimum>
</rt_info>
</net>