distil-whisper-tiny-int4-ov / openvino_encoder_model.xml
openvino-ci's picture
Upload folder using huggingface_hub
43e5583 verified
<?xml version="1.0"?>
<net name="Model0" version="11">
<layers>
<layer id="0" name="input_features" type="Parameter" version="opset1">
<data shape="?,80,3000" element_type="f32" />
<output>
<port id="0" precision="FP32" names="input_features">
<dim>-1</dim>
<dim>80</dim>
<dim>3000</dim>
</port>
</output>
</layer>
<layer id="1" name="self.conv1.weight" type="Const" version="opset1">
<data element_type="u8" shape="384, 80, 3" offset="0" size="92160" />
<output>
<port id="0" precision="U8">
<dim>384</dim>
<dim>80</dim>
<dim>3</dim>
</port>
</output>
</layer>
<layer id="2" name="Convert_17189" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U8">
<dim>384</dim>
<dim>80</dim>
<dim>3</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>80</dim>
<dim>3</dim>
</port>
</output>
</layer>
<layer id="3" name="self.conv1.weight/zero_point" type="Const" version="opset1">
<data element_type="u8" shape="384, 1, 1" offset="92160" size="384" />
<output>
<port id="0" precision="U8">
<dim>384</dim>
<dim>1</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="4" name="Convert_17192" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U8">
<dim>384</dim>
<dim>1</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>1</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="5" name="self.conv1.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>80</dim>
<dim>3</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>1</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>80</dim>
<dim>3</dim>
</port>
</output>
</layer>
<layer id="6" name="self.conv1.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 1, 1" offset="92544" size="768" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>1</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="7" name="self.conv1.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>80</dim>
<dim>3</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>1</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>80</dim>
<dim>3</dim>
</port>
</output>
</layer>
<layer id="8" name="self.conv1.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>80</dim>
<dim>3</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>80</dim>
<dim>3</dim>
</port>
</output>
</layer>
<layer id="9" name="__module.conv1/aten::_convolution/Convolution" type="Convolution" version="opset1">
<data strides="1" dilations="1" pads_begin="1" pads_end="1" auto_pad="explicit" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>80</dim>
<dim>3000</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>80</dim>
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>384</dim>
<dim>3000</dim>
</port>
</output>
</layer>
<layer id="10" name="__module.conv1/aten::_convolution/Reshape" type="Const" version="opset1">
<data element_type="f32" shape="1, 384, 1" offset="93312" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>384</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="11" name="__module.conv1/aten::_convolution/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>384</dim>
<dim>3000</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>384</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="47">
<dim>-1</dim>
<dim>384</dim>
<dim>3000</dim>
</port>
</output>
</layer>
<layer id="12" name="aten::gelu/Gelu" type="Gelu" version="opset7">
<data approximation_mode="ERF" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>384</dim>
<dim>3000</dim>
</port>
</input>
<output>
<port id="1" precision="FP32" names="17">
<dim>-1</dim>
<dim>384</dim>
<dim>3000</dim>
</port>
</output>
</layer>
<layer id="13" name="self.conv2.weight" type="Const" version="opset1">
<data element_type="u8" shape="384, 384, 3" offset="94848" size="442368" />
<output>
<port id="0" precision="U8">
<dim>384</dim>
<dim>384</dim>
<dim>3</dim>
</port>
</output>
</layer>
<layer id="14" name="Convert_17002" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U8">
<dim>384</dim>
<dim>384</dim>
<dim>3</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>384</dim>
<dim>3</dim>
</port>
</output>
</layer>
<layer id="15" name="self.conv2.weight/zero_point" type="Const" version="opset1">
<data element_type="u8" shape="384, 1, 1" offset="537216" size="384" />
<output>
<port id="0" precision="U8">
<dim>384</dim>
<dim>1</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="16" name="Convert_17005" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U8">
<dim>384</dim>
<dim>1</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>1</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="17" name="self.conv2.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
<dim>3</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>1</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
<dim>3</dim>
</port>
</output>
</layer>
<layer id="18" name="self.conv2.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 1, 1" offset="537600" size="768" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>1</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="19" name="self.conv2.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
<dim>3</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>1</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
<dim>3</dim>
</port>
</output>
</layer>
<layer id="20" name="self.conv2.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
<dim>3</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
<dim>3</dim>
</port>
</output>
</layer>
<layer id="21" name="__module.conv2/aten::_convolution/Convolution" type="Convolution" version="opset1">
<data strides="2" dilations="1" pads_begin="1" pads_end="1" auto_pad="explicit" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>384</dim>
<dim>3000</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>384</dim>
<dim>1500</dim>
</port>
</output>
</layer>
<layer id="22" name="__module.conv2/aten::_convolution/Reshape" type="Const" version="opset1">
<data element_type="f32" shape="1, 384, 1" offset="538368" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>384</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="23" name="__module.conv2/aten::_convolution/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>384</dim>
<dim>1500</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>384</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="59">
<dim>-1</dim>
<dim>384</dim>
<dim>1500</dim>
</port>
</output>
</layer>
<layer id="24" name="aten::gelu/Gelu_1" type="Gelu" version="opset7">
<data approximation_mode="ERF" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>384</dim>
<dim>1500</dim>
</port>
</input>
<output>
<port id="1" precision="FP32" names="20,inputs_embeds.1">
<dim>-1</dim>
<dim>384</dim>
<dim>1500</dim>
</port>
</output>
</layer>
<layer id="25" name="Constant_116" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="539904" size="24" />
<output>
<port id="0" precision="I64" names="24">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="26" name="aten::permute/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>384</dim>
<dim>1500</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="25,inputs_embeds">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="27" name="Constant_4296" type="Const" version="opset1">
<data element_type="f32" shape="1, 1500, 384" offset="539928" size="2304000" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="28" name="aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="27,input.1">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="29" name="__module.layers.0.self_attn_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="2843928" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="30" name="__module.layers.0.self_attn_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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="31" name="Constant_4297" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="2843932" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="32" name="__module.layers.0.self_attn_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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="33" name="Constant_4298" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="2845468" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="34" name="__module.layers.0.self_attn_layer_norm/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="84,hidden_states.1">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="35" name="Constant_4241" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="2847004" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="36" name="Convert_17034" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="37" name="Constant_4241/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="2920732" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="38" name="Convert_17036" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="39" name="Constant_4241/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="40" name="Constant_4241/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="2921308" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="41" name="Constant_4241/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="42" name="Constant_17041" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="43" name="Reshape_17042" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="44" name="Constant_4241/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="45" name="Multiply_4224" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="46" name="Constant_4299" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="2923628" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="47" name="__module.layers.0.self_attn/aten::mul/Multiply" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="94,tensor.1">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="48" name="Constant_4375" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="2925164" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="49" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="96">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="50" name="__module.layers.0.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="51" name="__module.layers.0.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="97">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="52" name="self.layers.0.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="2925212" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="53" name="Convert_17023" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="54" name="self.layers.0.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="2998940" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="55" name="Convert_17025" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="56" name="self.layers.0.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="57" name="self.layers.0.self_attn.k_proj.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="2999516" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="58" name="self.layers.0.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="59" name="Constant_17030" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="60" name="Reshape_17031" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="61" name="self.layers.0.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="62" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="100,tensor.3">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="63" name="Constant_4376" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="2925164" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="64" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="102">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="65" name="__module.layers.0.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="66" name="__module.layers.0.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="103">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="67" name="__module.layers.0.self_attn/aten::matmul/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="113,input.3">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
</output>
</layer>
<layer id="68" name="__module.layers.0.self_attn/aten::softmax/Softmax" type="SoftMax" version="opset8">
<data axis="-1" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
</input>
<output>
<port id="1" precision="FP32" names="114,input.5">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
</output>
</layer>
<layer id="69" name="self.layers.0.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="3001820" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="70" name="Convert_17012" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="71" name="self.layers.0.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="3075548" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="72" name="Convert_17014" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="73" name="self.layers.0.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="74" name="self.layers.0.self_attn.v_proj.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="3076124" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="75" name="self.layers.0.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="76" name="Constant_17019" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="77" name="Reshape_17020" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="78" name="self.layers.0.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="79" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="80" name="Constant_4300" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="3078428" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="81" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="107,tensor.5">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="82" name="Constant_4377" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="2925164" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="83" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="109">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="84" name="__module.layers.0.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="85" name="__module.layers.0.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="110">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="86" name="__module.layers.0.self_attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="116,attn_output.1">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="87" name="__module.layers.0.self_attn/aten::transpose/Constant_4" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="88" name="__module.layers.0.self_attn/aten::transpose/Transpose_4" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="117,attn_output.3">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="89" name="Constant_4378" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="3079964" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="90" name="__module.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>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="119">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="91" name="self.layers.0.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="3079988" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="92" name="Convert_17045" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="93" name="self.layers.0.self_attn.out_proj.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="3153716" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="94" name="Convert_17047" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="95" name="self.layers.0.self_attn.out_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="96" name="self.layers.0.self_attn.out_proj.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="3154292" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="97" name="self.layers.0.self_attn.out_proj.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="98" name="Constant_17052" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="99" name="Reshape_17053" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="100" name="self.layers.0.self_attn.out_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="101" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="102" name="Constant_4301" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="3156596" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="103" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="122,input.7">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="104" name="__module.layers.0/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="124,residual.3">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="105" name="__module.layers.0.final_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="2843928" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="106" name="__module.layers.0.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="107" name="Constant_4302" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="3158132" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="108" name="__module.layers.0.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="109" name="Constant_4303" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="3159668" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="110" name="__module.layers.0.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="128">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="111" name="self.layers.0.fc1.weight" type="Const" version="opset1">
<data element_type="u4" shape="1536, 3, 128" offset="3161204" size="294912" />
<output>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="112" name="Convert_16913" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="113" name="self.layers.0.fc1.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="1536, 3, 1" offset="3456116" size="2304" />
<output>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="114" name="Convert_16915" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="115" name="self.layers.0.fc1.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="116" name="self.layers.0.fc1.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="1536, 3, 1" offset="3458420" size="9216" />
<output>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="117" name="self.layers.0.fc1.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="118" name="Constant_16920" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="3467636" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="119" name="Reshape_16921" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>1536</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="120" name="self.layers.0.fc1.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>1536</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="121" name="__module.layers.0.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1536</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="122" name="Constant_4304" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 1536" offset="3467652" size="6144" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="123" name="__module.layers.0.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="131">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="124" name="__module.layers.0.activation_fn/aten::gelu/Gelu" type="Gelu" version="opset7">
<data approximation_mode="ERF" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="1" precision="FP32" names="132,input.9">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="125" name="self.layers.0.fc2.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 12, 128" offset="3473796" size="294912" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="126" name="Convert_16924" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="127" name="self.layers.0.fc2.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 12, 1" offset="3768708" size="2304" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="128" name="Convert_16926" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="129" name="self.layers.0.fc2.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="130" name="self.layers.0.fc2.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 12, 1" offset="3771012" size="9216" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="131" name="self.layers.0.fc2.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="132" name="Constant_16931" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="3780228" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="133" name="Reshape_16932" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="134" name="self.layers.0.fc2.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="135" name="__module.layers.0.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>1500</dim>
<dim>1536</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="136" name="Constant_4305" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="3780244" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="137" name="__module.layers.0.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="136,input.11">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="138" name="__module.layers.0/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="138,residual.5">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="139" name="__module.layers.1.self_attn_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="2843928" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="140" name="__module.layers.1.self_attn_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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="141" name="Constant_4306" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="3781780" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="142" name="__module.layers.1.self_attn_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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="143" name="Constant_4307" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="3783316" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="144" name="__module.layers.1.self_attn_layer_norm/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="163,hidden_states.7">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="145" name="Constant_4244" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="3784852" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="146" name="Convert_17078" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="147" name="Constant_4244/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="3858580" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="148" name="Convert_17080" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="149" name="Constant_4244/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="150" name="Constant_4244/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="3859156" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="151" name="Constant_4244/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="152" name="Constant_17085" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="153" name="Reshape_17086" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="154" name="Constant_4244/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="155" name="Multiply_4228" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="156" name="Constant_4308" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="3861460" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="157" name="__module.layers.1.self_attn/aten::mul/Multiply" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="173,tensor.7">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="158" name="Constant_4379" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="2925164" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="159" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="175">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="160" name="__module.layers.1.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="161" name="__module.layers.1.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="176">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="162" name="self.layers.1.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="3862996" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="163" name="Convert_17067" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="164" name="self.layers.1.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="3936724" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="165" name="Convert_17069" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="166" name="self.layers.1.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="167" name="self.layers.1.self_attn.k_proj.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="3937300" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="168" name="self.layers.1.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="169" name="Constant_17074" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="170" name="Reshape_17075" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="171" name="self.layers.1.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="172" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="179,tensor.9">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="173" name="Constant_4380" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="2925164" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="174" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="181">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="175" name="__module.layers.1.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="176" name="__module.layers.1.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="182">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="177" name="__module.layers.1.self_attn/aten::matmul/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="192,input.13">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
</output>
</layer>
<layer id="178" name="__module.layers.1.self_attn/aten::softmax/Softmax" type="SoftMax" version="opset8">
<data axis="-1" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
</input>
<output>
<port id="1" precision="FP32" names="193,input.15">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
</output>
</layer>
<layer id="179" name="self.layers.1.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="3939604" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="180" name="Convert_17056" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="181" name="self.layers.1.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="4013332" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="182" name="Convert_17058" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="183" name="self.layers.1.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="184" name="self.layers.1.self_attn.v_proj.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="4013908" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="185" name="self.layers.1.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="186" name="Constant_17063" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="187" name="Reshape_17064" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="188" name="self.layers.1.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="189" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="190" name="Constant_4309" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="4016212" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="191" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="186,tensor.11">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="192" name="Constant_4381" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="2925164" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="193" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="188">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="194" name="__module.layers.1.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="195" name="__module.layers.1.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="189">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="196" name="__module.layers.1.self_attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="195,attn_output.5">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="197" name="__module.layers.1.self_attn/aten::transpose/Constant_4" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="198" name="__module.layers.1.self_attn/aten::transpose/Transpose_4" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="196,attn_output.7">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="199" name="Constant_4382" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="3079964" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="200" name="__module.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>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="198">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="201" name="self.layers.1.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="4017748" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="202" name="Convert_17089" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="203" name="self.layers.1.self_attn.out_proj.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="4091476" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="204" name="Convert_17091" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="205" name="self.layers.1.self_attn.out_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="206" name="self.layers.1.self_attn.out_proj.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="4092052" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="207" name="self.layers.1.self_attn.out_proj.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="208" name="Constant_17096" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="209" name="Reshape_17097" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="210" name="self.layers.1.self_attn.out_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="211" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="212" name="Constant_4310" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="4094356" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="213" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="201,input.17">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="214" name="__module.layers.1/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="203,residual.7">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="215" name="__module.layers.1.final_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="2843928" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="216" name="__module.layers.1.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="217" name="Constant_4311" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="4095892" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="218" name="__module.layers.1.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="219" name="Constant_4312" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="4097428" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="220" name="__module.layers.1.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="207">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="221" name="self.layers.1.fc1.weight" type="Const" version="opset1">
<data element_type="u4" shape="1536, 3, 128" offset="4098964" size="294912" />
<output>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="222" name="Convert_16935" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="223" name="self.layers.1.fc1.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="1536, 3, 1" offset="4393876" size="2304" />
<output>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="224" name="Convert_16937" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="225" name="self.layers.1.fc1.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="226" name="self.layers.1.fc1.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="1536, 3, 1" offset="4396180" size="9216" />
<output>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="227" name="self.layers.1.fc1.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="228" name="Constant_16942" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="3467636" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="229" name="Reshape_16943" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>1536</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="230" name="self.layers.1.fc1.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>1536</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="231" name="__module.layers.1.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1536</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="232" name="Constant_4313" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 1536" offset="4405396" size="6144" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="233" name="__module.layers.1.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="210">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="234" name="__module.layers.1.activation_fn/aten::gelu/Gelu" type="Gelu" version="opset7">
<data approximation_mode="ERF" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="1" precision="FP32" names="211,input.19">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="235" name="self.layers.1.fc2.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 12, 128" offset="4411540" size="294912" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="236" name="Convert_16946" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="237" name="self.layers.1.fc2.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 12, 1" offset="4706452" size="2304" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="238" name="Convert_16948" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="239" name="self.layers.1.fc2.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="240" name="self.layers.1.fc2.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 12, 1" offset="4708756" size="9216" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="241" name="self.layers.1.fc2.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="242" name="Constant_16953" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="3780228" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="243" name="Reshape_16954" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="244" name="self.layers.1.fc2.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="245" name="__module.layers.1.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>1500</dim>
<dim>1536</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="246" name="Constant_4314" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="4717972" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="247" name="__module.layers.1.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="215,input.21">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="248" name="__module.layers.1/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="217,residual.9">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="249" name="__module.layers.2.self_attn_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="2843928" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="250" name="__module.layers.2.self_attn_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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="251" name="Constant_4315" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="4719508" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="252" name="__module.layers.2.self_attn_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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="253" name="Constant_4316" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="4721044" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="254" name="__module.layers.2.self_attn_layer_norm/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="242,hidden_states.13">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="255" name="Constant_4247" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="4722580" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="256" name="Convert_17122" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="257" name="Constant_4247/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="4796308" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="258" name="Convert_17124" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="259" name="Constant_4247/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="260" name="Constant_4247/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="4796884" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="261" name="Constant_4247/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="262" name="Constant_17129" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="263" name="Reshape_17130" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="264" name="Constant_4247/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="265" name="Multiply_4232" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="266" name="Constant_4317" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="4799188" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="267" name="__module.layers.2.self_attn/aten::mul/Multiply" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="252,tensor.13">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="268" name="Constant_4383" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="2925164" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="269" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="254">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="270" name="__module.layers.2.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="271" name="__module.layers.2.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="255">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="272" name="self.layers.2.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="4800724" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="273" name="Convert_17111" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="274" name="self.layers.2.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="4874452" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="275" name="Convert_17113" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="276" name="self.layers.2.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="277" name="self.layers.2.self_attn.k_proj.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="4875028" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="278" name="self.layers.2.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="279" name="Constant_17118" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="280" name="Reshape_17119" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="281" name="self.layers.2.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="282" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="258,tensor.15">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="283" name="Constant_4384" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="2925164" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="284" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="260">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="285" name="__module.layers.2.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="286" name="__module.layers.2.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="261">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="287" name="__module.layers.2.self_attn/aten::matmul/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="271,input.23">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
</output>
</layer>
<layer id="288" name="__module.layers.2.self_attn/aten::softmax/Softmax" type="SoftMax" version="opset8">
<data axis="-1" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
</input>
<output>
<port id="1" precision="FP32" names="272,input.25">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
</output>
</layer>
<layer id="289" name="self.layers.2.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="4877332" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="290" name="Convert_17100" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="291" name="self.layers.2.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="4951060" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="292" name="Convert_17102" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="293" name="self.layers.2.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="294" name="self.layers.2.self_attn.v_proj.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="4951636" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="295" name="self.layers.2.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="296" name="Constant_17107" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="297" name="Reshape_17108" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="298" name="self.layers.2.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="299" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="300" name="Constant_4318" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="4953940" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="301" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="265,tensor.17">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="302" name="Constant_4385" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="2925164" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="303" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="267">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="304" name="__module.layers.2.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="305" name="__module.layers.2.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="268">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="306" name="__module.layers.2.self_attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="274,attn_output.9">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="307" name="__module.layers.2.self_attn/aten::transpose/Constant_4" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="308" name="__module.layers.2.self_attn/aten::transpose/Transpose_4" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="275,attn_output.11">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="309" name="Constant_4386" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="3079964" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="310" name="__module.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>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I64">
<dim>3</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="277">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="311" name="self.layers.2.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="4955476" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="312" name="Convert_17133" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="313" name="self.layers.2.self_attn.out_proj.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="5029204" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="314" name="Convert_17135" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="315" name="self.layers.2.self_attn.out_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="316" name="self.layers.2.self_attn.out_proj.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="5029780" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="317" name="self.layers.2.self_attn.out_proj.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="318" name="Constant_17140" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="319" name="Reshape_17141" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="320" name="self.layers.2.self_attn.out_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="321" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="322" name="Constant_4319" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="5032084" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="323" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="280,input.27">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="324" name="__module.layers.2/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="282,residual.11">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="325" name="__module.layers.2.final_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="2843928" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="326" name="__module.layers.2.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="327" name="Constant_4320" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="5033620" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="328" name="__module.layers.2.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="329" name="Constant_4321" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="5035156" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="330" name="__module.layers.2.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="286">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="331" name="self.layers.2.fc1.weight" type="Const" version="opset1">
<data element_type="u4" shape="1536, 3, 128" offset="5036692" size="294912" />
<output>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="332" name="Convert_16957" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="333" name="self.layers.2.fc1.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="1536, 3, 1" offset="5331604" size="2304" />
<output>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="334" name="Convert_16959" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="335" name="self.layers.2.fc1.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="336" name="self.layers.2.fc1.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="1536, 3, 1" offset="5333908" size="9216" />
<output>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="337" name="self.layers.2.fc1.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="338" name="Constant_16964" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="3467636" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="339" name="Reshape_16965" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>1536</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="340" name="self.layers.2.fc1.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>1536</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="341" name="__module.layers.2.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1536</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="342" name="Constant_4322" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 1536" offset="5343124" size="6144" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="343" name="__module.layers.2.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="289">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="344" name="__module.layers.2.activation_fn/aten::gelu/Gelu" type="Gelu" version="opset7">
<data approximation_mode="ERF" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="1" precision="FP32" names="290,input.29">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="345" name="self.layers.2.fc2.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 12, 128" offset="5349268" size="294912" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="346" name="Convert_16968" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="347" name="self.layers.2.fc2.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 12, 1" offset="5644180" size="2304" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="348" name="Convert_16970" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="349" name="self.layers.2.fc2.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="350" name="self.layers.2.fc2.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 12, 1" offset="5646484" size="9216" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="351" name="self.layers.2.fc2.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="352" name="Constant_16975" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="3780228" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="353" name="Reshape_16976" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>12</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="354" name="self.layers.2.fc2.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="355" name="__module.layers.2.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>1500</dim>
<dim>1536</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="356" name="Constant_4323" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="5655700" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="357" name="__module.layers.2.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="294,input.31">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="358" name="__module.layers.2/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="296,residual.13">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="359" name="__module.layers.3.self_attn_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="2843928" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="360" name="__module.layers.3.self_attn_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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="361" name="Constant_4324" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="5657236" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="362" name="__module.layers.3.self_attn_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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="363" name="Constant_4325" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="5658772" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="364" name="__module.layers.3.self_attn_layer_norm/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="321,hidden_states.19">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="365" name="Constant_4250" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="5660308" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="366" name="Convert_17166" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="367" name="Constant_4250/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="5734036" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="368" name="Convert_17168" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="369" name="Constant_4250/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="370" name="Constant_4250/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="5734612" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="371" name="Constant_4250/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="372" name="Constant_17173" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="373" name="Reshape_17174" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="374" name="Constant_4250/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="375" name="Multiply_4236" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="376" name="Constant_4326" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="5736916" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="377" name="__module.layers.3.self_attn/aten::mul/Multiply" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="331,tensor.19">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="378" name="Constant_4387" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="2925164" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="379" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="333">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="380" name="__module.layers.3.self_attn/aten::transpose/Constant" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="381" name="__module.layers.3.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="334">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="382" name="self.layers.3.self_attn.k_proj.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="5738452" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="383" name="Convert_17155" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="384" name="self.layers.3.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="5812180" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="385" name="Convert_17157" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="386" name="self.layers.3.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="387" name="self.layers.3.self_attn.k_proj.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="5812756" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="388" name="self.layers.3.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="389" name="Constant_17162" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="390" name="Reshape_17163" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="391" name="self.layers.3.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="392" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="337,tensor.21">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="393" name="Constant_4388" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="2925164" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="394" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="339">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="395" name="__module.layers.3.self_attn/aten::transpose/Constant_1" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="396" name="__module.layers.3.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="340">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="397" name="__module.layers.3.self_attn/aten::matmul/MatMul" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="true" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="350,input.33">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
</output>
</layer>
<layer id="398" name="__module.layers.3.self_attn/aten::softmax/Softmax" type="SoftMax" version="opset8">
<data axis="-1" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
</input>
<output>
<port id="1" precision="FP32" names="351,input.35">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
</output>
</layer>
<layer id="399" name="self.layers.3.self_attn.v_proj.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="5815060" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="400" name="Convert_17144" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="401" name="self.layers.3.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="5888788" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="402" name="Convert_17146" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="403" name="self.layers.3.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="404" name="self.layers.3.self_attn.v_proj.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="5889364" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="405" name="self.layers.3.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="406" name="Constant_17151" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="407" name="Reshape_17152" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="408" name="self.layers.3.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="409" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="410" name="Constant_4327" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="5891668" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="411" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="344,tensor">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="412" name="Constant_4389" type="Const" version="opset1">
<data element_type="i64" shape="4" offset="2925164" size="32" />
<output>
<port id="0" precision="I64">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="413" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I64">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="346">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="414" name="__module.layers.3.self_attn/aten::transpose/Constant_3" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="415" name="__module.layers.3.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
<port id="1" precision="I32">
<dim>4</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="347">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="416" name="__module.layers.3.self_attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
<data transpose_a="false" transpose_b="false" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>1500</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="353,attn_output.13">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="417" name="__module.layers.3.self_attn/aten::transpose/Constant_4" type="Const" version="opset1">
<data element_type="i32" shape="4" offset="2925196" size="16" />
<output>
<port id="0" precision="I32">
<dim>4</dim>
</port>
</output>
</layer>
<layer id="418" name="__module.layers.3.self_attn/aten::transpose/Transpose_4" type="Transpose" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>6</dim>
<dim>1500</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">
<dim>-1</dim>
<dim>1500</dim>
<dim>6</dim>
<dim>64</dim>
</port>
</output>
</layer>
<layer id="419" name="Constant_4390" type="Const" version="opset1">
<data element_type="i64" shape="3" offset="3079964" size="24" />
<output>
<port id="0" precision="I64">
<dim>3</dim>
</port>
</output>
</layer>
<layer id="420" name="__module.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>1500</dim>
<dim>6</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>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="421" name="self.layers.3.self_attn.out_proj.weight" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 128" offset="5893204" size="73728" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="422" name="Convert_17177" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="423" name="self.layers.3.self_attn.out_proj.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="384, 3, 1" offset="5966932" size="576" />
<output>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="424" name="Convert_17179" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="425" name="self.layers.3.self_attn.out_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="426" name="self.layers.3.self_attn.out_proj.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 3, 1" offset="5967508" size="2304" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="427" name="self.layers.3.self_attn.out_proj.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="428" name="Constant_17184" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="2923612" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="429" name="Reshape_17185" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="430" name="self.layers.3.self_attn.out_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="431" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="432" name="Constant_4328" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="5969812" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="433" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="359,input.37">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="434" name="__module.layers.3/aten::add/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="361,residual">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="435" name="__module.layers.3.final_layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="2843928" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="436" name="__module.layers.3.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="437" name="Constant_4329" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="5971348" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="438" name="__module.layers.3.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="439" name="Constant_4330" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="5972884" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="440" name="__module.layers.3.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="365">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="441" name="self.layers.3.fc1.weight" type="Const" version="opset1">
<data element_type="u4" shape="1536, 3, 128" offset="5974420" size="294912" />
<output>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="442" name="Convert_16979" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="443" name="self.layers.3.fc1.weight/zero_point" type="Const" version="opset1">
<data element_type="u4" shape="1536, 3, 1" offset="6269332" size="2304" />
<output>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="444" name="Convert_16981" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U4">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="445" name="self.layers.3.fc1.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="446" name="self.layers.3.fc1.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="1536, 3, 1" offset="6271636" size="9216" />
<output>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="447" name="self.layers.3.fc1.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
</output>
</layer>
<layer id="448" name="Constant_16986" type="Const" version="opset1">
<data element_type="i64" shape="2" offset="3467636" size="16" />
<output>
<port id="0" precision="I64">
<dim>2</dim>
</port>
</output>
</layer>
<layer id="449" name="Reshape_16987" type="Reshape" version="opset1">
<data special_zero="false" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>3</dim>
<dim>128</dim>
</port>
<port id="1" precision="I64">
<dim>2</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>1536</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="450" name="self.layers.3.fc1.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>1536</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>1536</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="451" name="__module.layers.3.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1536</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="452" name="Constant_4331" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 1536" offset="6280852" size="6144" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="453" name="__module.layers.3.fc1/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="368">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="454" name="__module.layers.3.activation_fn/aten::gelu/Gelu" type="Gelu" version="opset7">
<data approximation_mode="ERF" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="1" precision="FP32" names="369,input.39">
<dim>-1</dim>
<dim>1500</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="455" name="self.layers.3.fc2.weight" type="Const" version="opset1">
<data element_type="u8" shape="384, 1536" offset="6286996" size="589824" />
<output>
<port id="0" precision="U8">
<dim>384</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="456" name="Convert_16991" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U8">
<dim>384</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="457" name="self.layers.3.fc2.weight/zero_point" type="Const" version="opset1">
<data element_type="u8" shape="384, 1" offset="6876820" size="384" />
<output>
<port id="0" precision="U8">
<dim>384</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="458" name="Convert_16994" type="Convert" version="opset1">
<data destination_type="f16" />
<input>
<port id="0" precision="U8">
<dim>384</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="459" name="self.layers.3.fc2.weight/zero_point/subtract" type="Subtract" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>1536</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="460" name="self.layers.3.fc2.weight/scale" type="Const" version="opset1">
<data element_type="f16" shape="384, 1" offset="6877204" size="768" />
<output>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>1</dim>
</port>
</output>
</layer>
<layer id="461" name="self.layers.3.fc2.weight/fq_weights_1" type="Multiply" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>1536</dim>
</port>
<port id="1" precision="FP16">
<dim>384</dim>
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP16">
<dim>384</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="462" name="self.layers.3.fc2.weight/fq_weights_1/convert" type="Convert" version="opset1">
<data destination_type="f32" />
<input>
<port id="0" precision="FP16">
<dim>384</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>1536</dim>
</port>
</output>
</layer>
<layer id="463" name="__module.layers.3.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>1500</dim>
<dim>1536</dim>
</port>
<port id="1" precision="FP32">
<dim>384</dim>
<dim>1536</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="464" name="Constant_4332" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="6877972" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="465" name="__module.layers.3.fc2/aten::linear/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="373,input">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="466" name="__module.layers.3/aten::add/Add_1" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="375">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="467" name="__module.layer_norm/aten::layer_norm/Multiply" type="Const" version="opset1">
<data element_type="i32" shape="1" offset="2843928" size="4" />
<output>
<port id="0" precision="I32">
<dim>1</dim>
</port>
</output>
</layer>
<layer id="468" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="I32">
<dim>1</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="469" name="Constant_4333" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="6879508" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="470" name="__module.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>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="471" name="Constant_4334" type="Const" version="opset1">
<data element_type="f32" shape="1, 1, 384" offset="6881044" size="1536" />
<output>
<port id="0" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="472" name="__module.layer_norm/aten::layer_norm/Add" type="Add" version="opset1">
<data auto_broadcast="numpy" />
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
<port id="1" precision="FP32">
<dim>1</dim>
<dim>1</dim>
<dim>384</dim>
</port>
</input>
<output>
<port id="2" precision="FP32" names="last_hidden_state">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</output>
</layer>
<layer id="473" name="Result_2149" type="Result" version="opset1">
<input>
<port id="0" precision="FP32">
<dim>-1</dim>
<dim>1500</dim>
<dim>384</dim>
</port>
</input>
</layer>
</layers>
<edges>
<edge from-layer="0" from-port="0" to-layer="9" to-port="0" />
<edge from-layer="1" from-port="0" to-layer="2" to-port="0" />
<edge from-layer="2" from-port="1" to-layer="5" to-port="0" />
<edge from-layer="3" from-port="0" to-layer="4" to-port="0" />
<edge from-layer="4" from-port="1" to-layer="5" to-port="1" />
<edge from-layer="5" from-port="2" to-layer="7" to-port="0" />
<edge from-layer="6" from-port="0" to-layer="7" to-port="1" />
<edge from-layer="7" from-port="2" to-layer="8" to-port="0" />
<edge from-layer="8" from-port="1" to-layer="9" to-port="1" />
<edge from-layer="9" from-port="2" to-layer="11" to-port="0" />
<edge from-layer="10" from-port="0" to-layer="11" to-port="1" />
<edge from-layer="11" from-port="2" to-layer="12" to-port="0" />
<edge from-layer="12" from-port="1" to-layer="21" to-port="0" />
<edge from-layer="13" from-port="0" to-layer="14" to-port="0" />
<edge from-layer="14" from-port="1" to-layer="17" to-port="0" />
<edge from-layer="15" from-port="0" to-layer="16" to-port="0" />
<edge from-layer="16" from-port="1" to-layer="17" to-port="1" />
<edge from-layer="17" from-port="2" to-layer="19" to-port="0" />
<edge from-layer="18" from-port="0" to-layer="19" to-port="1" />
<edge from-layer="19" from-port="2" to-layer="20" to-port="0" />
<edge from-layer="20" from-port="1" to-layer="21" to-port="1" />
<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="24" to-port="0" />
<edge from-layer="24" from-port="1" to-layer="26" to-port="0" />
<edge from-layer="25" from-port="0" to-layer="26" to-port="1" />
<edge from-layer="26" from-port="2" to-layer="28" to-port="0" />
<edge from-layer="27" from-port="0" to-layer="28" to-port="1" />
<edge from-layer="28" from-port="2" to-layer="30" to-port="0" />
<edge from-layer="28" from-port="2" to-layer="104" to-port="0" />
<edge from-layer="29" from-port="0" to-layer="30" to-port="1" />
<edge from-layer="30" from-port="2" to-layer="32" to-port="0" />
<edge from-layer="31" from-port="0" to-layer="32" to-port="1" />
<edge from-layer="32" from-port="2" to-layer="34" to-port="0" />
<edge from-layer="33" from-port="0" to-layer="34" to-port="1" />
<edge from-layer="34" from-port="2" to-layer="62" to-port="0" />
<edge from-layer="34" from-port="2" to-layer="79" to-port="0" />
<edge from-layer="34" from-port="2" to-layer="45" to-port="0" />
<edge from-layer="35" from-port="0" to-layer="36" to-port="0" />
<edge from-layer="36" from-port="1" to-layer="39" to-port="0" />
<edge from-layer="37" from-port="0" to-layer="38" to-port="0" />
<edge from-layer="38" from-port="1" 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="44" to-port="0" />
<edge from-layer="44" from-port="1" 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="67" to-port="0" />
<edge from-layer="52" from-port="0" to-layer="53" to-port="0" />
<edge from-layer="53" from-port="1" to-layer="56" to-port="0" />
<edge from-layer="54" from-port="0" to-layer="55" to-port="0" />
<edge from-layer="55" from-port="1" to-layer="56" to-port="1" />
<edge from-layer="56" from-port="2" to-layer="58" to-port="0" />
<edge from-layer="57" from-port="0" to-layer="58" to-port="1" />
<edge from-layer="58" from-port="2" to-layer="60" to-port="0" />
<edge from-layer="59" from-port="0" to-layer="60" to-port="1" />
<edge from-layer="60" from-port="2" to-layer="61" to-port="0" />
<edge from-layer="61" from-port="1" to-layer="62" to-port="1" />
<edge from-layer="62" from-port="2" to-layer="64" 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="66" to-port="0" />
<edge from-layer="65" from-port="0" to-layer="66" to-port="1" />
<edge from-layer="66" from-port="2" to-layer="67" to-port="1" />
<edge from-layer="67" from-port="2" to-layer="68" to-port="0" />
<edge from-layer="68" from-port="1" to-layer="86" to-port="0" />
<edge from-layer="69" from-port="0" to-layer="70" to-port="0" />
<edge from-layer="70" from-port="1" to-layer="73" to-port="0" />
<edge from-layer="71" from-port="0" to-layer="72" to-port="0" />
<edge from-layer="72" from-port="1" to-layer="73" to-port="1" />
<edge from-layer="73" from-port="2" to-layer="75" to-port="0" />
<edge from-layer="74" from-port="0" to-layer="75" to-port="1" />
<edge from-layer="75" from-port="2" to-layer="77" to-port="0" />
<edge from-layer="76" from-port="0" to-layer="77" to-port="1" />
<edge from-layer="77" from-port="2" to-layer="78" to-port="0" />
<edge from-layer="78" from-port="1" to-layer="79" to-port="1" />
<edge from-layer="79" from-port="2" to-layer="81" to-port="0" />
<edge from-layer="80" from-port="0" to-layer="81" to-port="1" />
<edge from-layer="81" from-port="2" to-layer="83" to-port="0" />
<edge from-layer="82" from-port="0" to-layer="83" to-port="1" />
<edge from-layer="83" from-port="2" to-layer="85" to-port="0" />
<edge from-layer="84" from-port="0" to-layer="85" to-port="1" />
<edge from-layer="85" from-port="2" 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="90" to-port="0" />
<edge from-layer="89" from-port="0" to-layer="90" to-port="1" />
<edge from-layer="90" from-port="2" to-layer="101" to-port="0" />
<edge from-layer="91" from-port="0" to-layer="92" to-port="0" />
<edge from-layer="92" from-port="1" to-layer="95" to-port="0" />
<edge from-layer="93" from-port="0" to-layer="94" to-port="0" />
<edge from-layer="94" from-port="1" 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="100" to-port="0" />
<edge from-layer="100" from-port="1" 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="104" to-port="1" />
<edge from-layer="104" from-port="2" to-layer="138" to-port="0" />
<edge from-layer="104" from-port="2" to-layer="106" to-port="0" />
<edge from-layer="105" from-port="0" to-layer="106" to-port="1" />
<edge from-layer="106" from-port="2" to-layer="108" 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="121" to-port="0" />
<edge from-layer="111" from-port="0" to-layer="112" to-port="0" />
<edge from-layer="112" from-port="1" to-layer="115" to-port="0" />
<edge from-layer="113" from-port="0" to-layer="114" to-port="0" />
<edge from-layer="114" from-port="1" to-layer="115" to-port="1" />
<edge from-layer="115" from-port="2" to-layer="117" to-port="0" />
<edge from-layer="116" from-port="0" to-layer="117" to-port="1" />
<edge from-layer="117" from-port="2" to-layer="119" to-port="0" />
<edge from-layer="118" from-port="0" to-layer="119" to-port="1" />
<edge from-layer="119" from-port="2" to-layer="120" to-port="0" />
<edge from-layer="120" from-port="1" to-layer="121" to-port="1" />
<edge from-layer="121" from-port="2" to-layer="123" to-port="0" />
<edge from-layer="122" from-port="0" to-layer="123" to-port="1" />
<edge from-layer="123" from-port="2" to-layer="124" to-port="0" />
<edge from-layer="124" from-port="1" to-layer="135" to-port="0" />
<edge from-layer="125" from-port="0" to-layer="126" to-port="0" />
<edge from-layer="126" from-port="1" to-layer="129" to-port="0" />
<edge from-layer="127" from-port="0" to-layer="128" to-port="0" />
<edge from-layer="128" from-port="1" to-layer="129" to-port="1" />
<edge from-layer="129" from-port="2" to-layer="131" to-port="0" />
<edge from-layer="130" from-port="0" to-layer="131" to-port="1" />
<edge from-layer="131" from-port="2" to-layer="133" to-port="0" />
<edge from-layer="132" from-port="0" to-layer="133" to-port="1" />
<edge from-layer="133" from-port="2" to-layer="134" to-port="0" />
<edge from-layer="134" from-port="1" to-layer="135" to-port="1" />
<edge from-layer="135" from-port="2" to-layer="137" to-port="0" />
<edge from-layer="136" from-port="0" to-layer="137" to-port="1" />
<edge from-layer="137" from-port="2" to-layer="138" to-port="1" />
<edge from-layer="138" from-port="2" to-layer="140" to-port="0" />
<edge from-layer="138" from-port="2" to-layer="214" to-port="0" />
<edge from-layer="139" from-port="0" to-layer="140" to-port="1" />
<edge from-layer="140" from-port="2" to-layer="142" to-port="0" />
<edge from-layer="141" from-port="0" to-layer="142" to-port="1" />
<edge from-layer="142" from-port="2" to-layer="144" to-port="0" />
<edge from-layer="143" from-port="0" to-layer="144" to-port="1" />
<edge from-layer="144" from-port="2" to-layer="189" to-port="0" />
<edge from-layer="144" from-port="2" to-layer="172" to-port="0" />
<edge from-layer="144" from-port="2" to-layer="155" to-port="0" />
<edge from-layer="145" from-port="0" to-layer="146" to-port="0" />
<edge from-layer="146" from-port="1" to-layer="149" to-port="0" />
<edge from-layer="147" from-port="0" to-layer="148" to-port="0" />
<edge from-layer="148" from-port="1" to-layer="149" to-port="1" />
<edge from-layer="149" from-port="2" to-layer="151" to-port="0" />
<edge from-layer="150" from-port="0" to-layer="151" to-port="1" />
<edge from-layer="151" from-port="2" to-layer="153" to-port="0" />
<edge from-layer="152" from-port="0" to-layer="153" to-port="1" />
<edge from-layer="153" from-port="2" to-layer="154" to-port="0" />
<edge from-layer="154" from-port="1" to-layer="155" to-port="1" />
<edge from-layer="155" from-port="2" to-layer="157" to-port="0" />
<edge from-layer="156" from-port="0" to-layer="157" to-port="1" />
<edge from-layer="157" from-port="2" to-layer="159" to-port="0" />
<edge from-layer="158" from-port="0" to-layer="159" to-port="1" />
<edge from-layer="159" from-port="2" to-layer="161" to-port="0" />
<edge from-layer="160" from-port="0" to-layer="161" to-port="1" />
<edge from-layer="161" from-port="2" to-layer="177" to-port="0" />
<edge from-layer="162" from-port="0" to-layer="163" to-port="0" />
<edge from-layer="163" from-port="1" to-layer="166" to-port="0" />
<edge from-layer="164" from-port="0" to-layer="165" to-port="0" />
<edge from-layer="165" from-port="1" to-layer="166" to-port="1" />
<edge from-layer="166" from-port="2" to-layer="168" to-port="0" />
<edge from-layer="167" from-port="0" to-layer="168" to-port="1" />
<edge from-layer="168" from-port="2" to-layer="170" to-port="0" />
<edge from-layer="169" from-port="0" to-layer="170" to-port="1" />
<edge from-layer="170" from-port="2" to-layer="171" to-port="0" />
<edge from-layer="171" from-port="1" to-layer="172" to-port="1" />
<edge from-layer="172" from-port="2" to-layer="174" to-port="0" />
<edge from-layer="173" from-port="0" to-layer="174" to-port="1" />
<edge from-layer="174" from-port="2" to-layer="176" to-port="0" />
<edge from-layer="175" from-port="0" to-layer="176" to-port="1" />
<edge from-layer="176" from-port="2" to-layer="177" to-port="1" />
<edge from-layer="177" from-port="2" to-layer="178" to-port="0" />
<edge from-layer="178" from-port="1" to-layer="196" to-port="0" />
<edge from-layer="179" from-port="0" to-layer="180" to-port="0" />
<edge from-layer="180" from-port="1" to-layer="183" to-port="0" />
<edge from-layer="181" from-port="0" to-layer="182" to-port="0" />
<edge from-layer="182" from-port="1" 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="187" to-port="0" />
<edge from-layer="186" from-port="0" to-layer="187" to-port="1" />
<edge from-layer="187" from-port="2" to-layer="188" to-port="0" />
<edge from-layer="188" from-port="1" 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="195" to-port="0" />
<edge from-layer="194" from-port="0" to-layer="195" to-port="1" />
<edge from-layer="195" from-port="2" 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="211" to-port="0" />
<edge from-layer="201" from-port="0" to-layer="202" to-port="0" />
<edge from-layer="202" from-port="1" to-layer="205" to-port="0" />
<edge from-layer="203" from-port="0" to-layer="204" to-port="0" />
<edge from-layer="204" from-port="1" 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="210" to-port="0" />
<edge from-layer="210" from-port="1" 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="214" to-port="1" />
<edge from-layer="214" from-port="2" to-layer="216" to-port="0" />
<edge from-layer="214" from-port="2" to-layer="248" to-port="0" />
<edge from-layer="215" from-port="0" to-layer="216" to-port="1" />
<edge from-layer="216" from-port="2" to-layer="218" to-port="0" />
<edge from-layer="217" from-port="0" to-layer="218" to-port="1" />
<edge from-layer="218" from-port="2" to-layer="220" to-port="0" />
<edge from-layer="219" from-port="0" to-layer="220" to-port="1" />
<edge from-layer="220" from-port="2" to-layer="231" to-port="0" />
<edge from-layer="221" from-port="0" to-layer="222" to-port="0" />
<edge from-layer="222" from-port="1" to-layer="225" to-port="0" />
<edge from-layer="223" from-port="0" to-layer="224" to-port="0" />
<edge from-layer="224" from-port="1" to-layer="225" to-port="1" />
<edge from-layer="225" from-port="2" to-layer="227" to-port="0" />
<edge from-layer="226" from-port="0" to-layer="227" to-port="1" />
<edge from-layer="227" from-port="2" to-layer="229" to-port="0" />
<edge from-layer="228" from-port="0" to-layer="229" to-port="1" />
<edge from-layer="229" from-port="2" to-layer="230" to-port="0" />
<edge from-layer="230" from-port="1" to-layer="231" to-port="1" />
<edge from-layer="231" from-port="2" to-layer="233" to-port="0" />
<edge from-layer="232" from-port="0" to-layer="233" to-port="1" />
<edge from-layer="233" from-port="2" to-layer="234" to-port="0" />
<edge from-layer="234" from-port="1" to-layer="245" to-port="0" />
<edge from-layer="235" from-port="0" to-layer="236" to-port="0" />
<edge from-layer="236" from-port="1" to-layer="239" to-port="0" />
<edge from-layer="237" from-port="0" to-layer="238" to-port="0" />
<edge from-layer="238" from-port="1" to-layer="239" to-port="1" />
<edge from-layer="239" from-port="2" to-layer="241" to-port="0" />
<edge from-layer="240" from-port="0" to-layer="241" to-port="1" />
<edge from-layer="241" from-port="2" to-layer="243" to-port="0" />
<edge from-layer="242" from-port="0" to-layer="243" to-port="1" />
<edge from-layer="243" from-port="2" to-layer="244" to-port="0" />
<edge from-layer="244" from-port="1" to-layer="245" to-port="1" />
<edge from-layer="245" from-port="2" to-layer="247" to-port="0" />
<edge from-layer="246" from-port="0" to-layer="247" to-port="1" />
<edge from-layer="247" from-port="2" to-layer="248" to-port="1" />
<edge from-layer="248" from-port="2" to-layer="250" to-port="0" />
<edge from-layer="248" from-port="2" to-layer="324" 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="252" to-port="0" />
<edge from-layer="251" from-port="0" to-layer="252" to-port="1" />
<edge from-layer="252" from-port="2" to-layer="254" to-port="0" />
<edge from-layer="253" from-port="0" to-layer="254" to-port="1" />
<edge from-layer="254" from-port="2" to-layer="299" to-port="0" />
<edge from-layer="254" from-port="2" to-layer="282" to-port="0" />
<edge from-layer="254" from-port="2" to-layer="265" to-port="0" />
<edge from-layer="255" from-port="0" to-layer="256" to-port="0" />
<edge from-layer="256" from-port="1" to-layer="259" to-port="0" />
<edge from-layer="257" from-port="0" to-layer="258" to-port="0" />
<edge from-layer="258" from-port="1" to-layer="259" to-port="1" />
<edge from-layer="259" from-port="2" to-layer="261" to-port="0" />
<edge from-layer="260" from-port="0" to-layer="261" to-port="1" />
<edge from-layer="261" from-port="2" to-layer="263" to-port="0" />
<edge from-layer="262" from-port="0" to-layer="263" to-port="1" />
<edge from-layer="263" from-port="2" to-layer="264" to-port="0" />
<edge from-layer="264" from-port="1" to-layer="265" to-port="1" />
<edge from-layer="265" from-port="2" to-layer="267" to-port="0" />
<edge from-layer="266" from-port="0" to-layer="267" to-port="1" />
<edge from-layer="267" from-port="2" to-layer="269" to-port="0" />
<edge from-layer="268" from-port="0" to-layer="269" to-port="1" />
<edge from-layer="269" from-port="2" to-layer="271" to-port="0" />
<edge from-layer="270" from-port="0" to-layer="271" to-port="1" />
<edge from-layer="271" from-port="2" to-layer="287" to-port="0" />
<edge from-layer="272" from-port="0" to-layer="273" to-port="0" />
<edge from-layer="273" from-port="1" to-layer="276" to-port="0" />
<edge from-layer="274" from-port="0" to-layer="275" to-port="0" />
<edge from-layer="275" from-port="1" to-layer="276" to-port="1" />
<edge from-layer="276" from-port="2" to-layer="278" to-port="0" />
<edge from-layer="277" from-port="0" to-layer="278" to-port="1" />
<edge from-layer="278" from-port="2" to-layer="280" to-port="0" />
<edge from-layer="279" from-port="0" to-layer="280" to-port="1" />
<edge from-layer="280" from-port="2" to-layer="281" to-port="0" />
<edge from-layer="281" from-port="1" to-layer="282" to-port="1" />
<edge from-layer="282" from-port="2" to-layer="284" to-port="0" />
<edge from-layer="283" from-port="0" to-layer="284" to-port="1" />
<edge from-layer="284" from-port="2" to-layer="286" to-port="0" />
<edge from-layer="285" from-port="0" to-layer="286" to-port="1" />
<edge from-layer="286" from-port="2" to-layer="287" to-port="1" />
<edge from-layer="287" from-port="2" to-layer="288" to-port="0" />
<edge from-layer="288" from-port="1" to-layer="306" to-port="0" />
<edge from-layer="289" from-port="0" to-layer="290" to-port="0" />
<edge from-layer="290" from-port="1" to-layer="293" to-port="0" />
<edge from-layer="291" from-port="0" to-layer="292" to-port="0" />
<edge from-layer="292" from-port="1" 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="298" to-port="0" />
<edge from-layer="298" from-port="1" to-layer="299" to-port="1" />
<edge from-layer="299" from-port="2" to-layer="301" to-port="0" />
<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="306" to-port="1" />
<edge from-layer="306" from-port="2" to-layer="308" to-port="0" />
<edge from-layer="307" from-port="0" to-layer="308" to-port="1" />
<edge from-layer="308" from-port="2" 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="321" to-port="0" />
<edge from-layer="311" from-port="0" to-layer="312" to-port="0" />
<edge from-layer="312" from-port="1" to-layer="315" to-port="0" />
<edge from-layer="313" from-port="0" to-layer="314" to-port="0" />
<edge from-layer="314" from-port="1" to-layer="315" to-port="1" />
<edge from-layer="315" from-port="2" to-layer="317" to-port="0" />
<edge from-layer="316" from-port="0" to-layer="317" to-port="1" />
<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="320" to-port="0" />
<edge from-layer="320" from-port="1" 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="324" to-port="1" />
<edge from-layer="324" from-port="2" to-layer="358" to-port="0" />
<edge from-layer="324" from-port="2" to-layer="326" to-port="0" />
<edge from-layer="325" from-port="0" to-layer="326" to-port="1" />
<edge from-layer="326" from-port="2" to-layer="328" to-port="0" />
<edge from-layer="327" from-port="0" to-layer="328" to-port="1" />
<edge from-layer="328" from-port="2" to-layer="330" to-port="0" />
<edge from-layer="329" from-port="0" to-layer="330" to-port="1" />
<edge from-layer="330" from-port="2" to-layer="341" to-port="0" />
<edge from-layer="331" from-port="0" to-layer="332" to-port="0" />
<edge from-layer="332" from-port="1" to-layer="335" to-port="0" />
<edge from-layer="333" from-port="0" to-layer="334" to-port="0" />
<edge from-layer="334" from-port="1" to-layer="335" to-port="1" />
<edge from-layer="335" from-port="2" to-layer="337" to-port="0" />
<edge from-layer="336" from-port="0" to-layer="337" to-port="1" />
<edge from-layer="337" from-port="2" to-layer="339" to-port="0" />
<edge from-layer="338" from-port="0" to-layer="339" to-port="1" />
<edge from-layer="339" from-port="2" to-layer="340" to-port="0" />
<edge from-layer="340" from-port="1" to-layer="341" to-port="1" />
<edge from-layer="341" from-port="2" to-layer="343" to-port="0" />
<edge from-layer="342" from-port="0" to-layer="343" to-port="1" />
<edge from-layer="343" from-port="2" to-layer="344" to-port="0" />
<edge from-layer="344" from-port="1" to-layer="355" to-port="0" />
<edge from-layer="345" from-port="0" to-layer="346" to-port="0" />
<edge from-layer="346" from-port="1" to-layer="349" to-port="0" />
<edge from-layer="347" from-port="0" to-layer="348" to-port="0" />
<edge from-layer="348" from-port="1" to-layer="349" to-port="1" />
<edge from-layer="349" from-port="2" to-layer="351" to-port="0" />
<edge from-layer="350" from-port="0" to-layer="351" to-port="1" />
<edge from-layer="351" from-port="2" to-layer="353" to-port="0" />
<edge from-layer="352" from-port="0" to-layer="353" to-port="1" />
<edge from-layer="353" from-port="2" to-layer="354" to-port="0" />
<edge from-layer="354" from-port="1" to-layer="355" to-port="1" />
<edge from-layer="355" from-port="2" to-layer="357" to-port="0" />
<edge from-layer="356" from-port="0" to-layer="357" to-port="1" />
<edge from-layer="357" from-port="2" to-layer="358" to-port="1" />
<edge from-layer="358" from-port="2" to-layer="360" to-port="0" />
<edge from-layer="358" from-port="2" to-layer="434" 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="409" to-port="0" />
<edge from-layer="364" from-port="2" to-layer="392" to-port="0" />
<edge from-layer="364" from-port="2" to-layer="375" to-port="0" />
<edge from-layer="365" from-port="0" to-layer="366" to-port="0" />
<edge from-layer="366" from-port="1" to-layer="369" to-port="0" />
<edge from-layer="367" from-port="0" to-layer="368" to-port="0" />
<edge from-layer="368" from-port="1" 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="0" />
<edge from-layer="374" from-port="1" to-layer="375" to-port="1" />
<edge from-layer="375" from-port="2" to-layer="377" to-port="0" />
<edge from-layer="376" from-port="0" to-layer="377" to-port="1" />
<edge from-layer="377" from-port="2" to-layer="379" to-port="0" />
<edge from-layer="378" from-port="0" to-layer="379" to-port="1" />
<edge from-layer="379" from-port="2" to-layer="381" to-port="0" />
<edge from-layer="380" from-port="0" to-layer="381" to-port="1" />
<edge from-layer="381" from-port="2" to-layer="397" to-port="0" />
<edge from-layer="382" from-port="0" to-layer="383" to-port="0" />
<edge from-layer="383" from-port="1" to-layer="386" to-port="0" />
<edge from-layer="384" from-port="0" to-layer="385" to-port="0" />
<edge from-layer="385" from-port="1" 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="0" />
<edge from-layer="391" from-port="1" to-layer="392" to-port="1" />
<edge from-layer="392" from-port="2" to-layer="394" to-port="0" />
<edge from-layer="393" from-port="0" to-layer="394" to-port="1" />
<edge from-layer="394" from-port="2" to-layer="396" to-port="0" />
<edge from-layer="395" from-port="0" to-layer="396" to-port="1" />
<edge from-layer="396" from-port="2" to-layer="397" to-port="1" />
<edge from-layer="397" from-port="2" to-layer="398" to-port="0" />
<edge from-layer="398" from-port="1" to-layer="416" to-port="0" />
<edge from-layer="399" from-port="0" to-layer="400" to-port="0" />
<edge from-layer="400" from-port="1" to-layer="403" to-port="0" />
<edge from-layer="401" from-port="0" to-layer="402" to-port="0" />
<edge from-layer="402" from-port="1" 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="407" 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="408" to-port="0" />
<edge from-layer="408" from-port="1" 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="415" to-port="0" />
<edge from-layer="414" from-port="0" to-layer="415" to-port="1" />
<edge from-layer="415" from-port="2" to-layer="416" to-port="1" />
<edge from-layer="416" from-port="2" to-layer="418" to-port="0" />
<edge from-layer="417" from-port="0" to-layer="418" to-port="1" />
<edge from-layer="418" from-port="2" to-layer="420" to-port="0" />
<edge from-layer="419" from-port="0" to-layer="420" to-port="1" />
<edge from-layer="420" from-port="2" to-layer="431" to-port="0" />
<edge from-layer="421" from-port="0" to-layer="422" to-port="0" />
<edge from-layer="422" from-port="1" to-layer="425" to-port="0" />
<edge from-layer="423" from-port="0" to-layer="424" to-port="0" />
<edge from-layer="424" from-port="1" to-layer="425" to-port="1" />
<edge from-layer="425" from-port="2" to-layer="427" to-port="0" />
<edge from-layer="426" from-port="0" to-layer="427" to-port="1" />
<edge from-layer="427" from-port="2" to-layer="429" to-port="0" />
<edge from-layer="428" from-port="0" to-layer="429" to-port="1" />
<edge from-layer="429" from-port="2" to-layer="430" to-port="0" />
<edge from-layer="430" from-port="1" to-layer="431" to-port="1" />
<edge from-layer="431" from-port="2" to-layer="433" 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="434" to-port="1" />
<edge from-layer="434" from-port="2" to-layer="436" to-port="0" />
<edge from-layer="434" from-port="2" to-layer="466" to-port="0" />
<edge from-layer="435" from-port="0" to-layer="436" to-port="1" />
<edge from-layer="436" from-port="2" to-layer="438" to-port="0" />
<edge from-layer="437" from-port="0" to-layer="438" to-port="1" />
<edge from-layer="438" from-port="2" to-layer="440" to-port="0" />
<edge from-layer="439" from-port="0" to-layer="440" to-port="1" />
<edge from-layer="440" from-port="2" to-layer="451" to-port="0" />
<edge from-layer="441" from-port="0" to-layer="442" to-port="0" />
<edge from-layer="442" from-port="1" to-layer="445" to-port="0" />
<edge from-layer="443" from-port="0" to-layer="444" to-port="0" />
<edge from-layer="444" from-port="1" 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="449" to-port="0" />
<edge from-layer="448" from-port="0" to-layer="449" to-port="1" />
<edge from-layer="449" from-port="2" to-layer="450" to-port="0" />
<edge from-layer="450" from-port="1" to-layer="451" to-port="1" />
<edge from-layer="451" from-port="2" to-layer="453" to-port="0" />
<edge from-layer="452" from-port="0" to-layer="453" to-port="1" />
<edge from-layer="453" from-port="2" to-layer="454" to-port="0" />
<edge from-layer="454" from-port="1" to-layer="463" to-port="0" />
<edge from-layer="455" from-port="0" to-layer="456" to-port="0" />
<edge from-layer="456" from-port="1" to-layer="459" to-port="0" />
<edge from-layer="457" from-port="0" to-layer="458" to-port="0" />
<edge from-layer="458" from-port="1" to-layer="459" to-port="1" />
<edge from-layer="459" from-port="2" to-layer="461" to-port="0" />
<edge from-layer="460" from-port="0" to-layer="461" to-port="1" />
<edge from-layer="461" from-port="2" to-layer="462" to-port="0" />
<edge from-layer="462" from-port="1" to-layer="463" to-port="1" />
<edge from-layer="463" from-port="2" to-layer="465" to-port="0" />
<edge from-layer="464" from-port="0" to-layer="465" to-port="1" />
<edge from-layer="465" from-port="2" 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="472" to-port="0" />
<edge from-layer="471" from-port="0" to-layer="472" to-port="1" />
<edge from-layer="472" from-port="2" to-layer="473" to-port="0" />
</edges>
<rt_info>
<Runtime_version value="2024.5.0-16901-32aaa2fbd96" />
<conversion_parameters>
<framework value="pytorch" />
<is_python_object value="True" />
</conversion_parameters>
<nncf>
<friendly_names_were_updated value="True" />
<weight_compression>
<advanced_parameters value="{'awq_params': {'subset_size': 32, 'percent_to_apply': 0.002, 'alpha_min': 0.0, 'alpha_max': 1.0, 'steps': 100}, 'scale_estimation_params': {'subset_size': 64, 'initial_steps': 5, 'scale_steps': 5, 'weight_penalty': -1.0}, 'gptq_params': {'damp_percent': 0.1, 'block_size': 128, 'subset_size': 128}, 'lora_correction_params': {'adapter_rank': 8, 'num_iterations': 3, 'apply_regularization': True, 'subset_size': 128, 'use_int8_adapters': True}}" />
<all_layers value="False" />
<awq value="False" />
<gptq value="False" />
<group_size value="128" />
<ignored_scope value="[]" />
<lora_correction value="False" />
<mode value="int4_asym" />
<ratio value="1.0" />
<scale_estimation value="False" />
<sensitivity_metric value="weight_quantization_error" />
</weight_compression>
</nncf>
<optimum>
<optimum_intel_version value="1.20.0.dev0+2559620" />
<optimum_version value="1.23.1" />
<pytorch_version value="2.5.0" />
<transformers_version value="4.45.2" />
</optimum>
</rt_info>
</net>