| <?xml version="1.0"?> |
| <net name="Model0" version="11"> |
| <layers> |
| <layer id="1" name="input_ids" type="Parameter" version="opset1"> |
| <data shape="?,?" element_type="i64" /> |
| <output> |
| <port id="0" precision="I64" names="input_ids"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="0" name="attention_mask" type="Parameter" version="opset1"> |
| <data shape="?,?" element_type="i64" /> |
| <output> |
| <port id="0" precision="I64" names="attention_mask"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="2" name="self.roberta.embeddings.word_embeddings.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="32005, 768" offset="0" size="98319360" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.embeddings.word_embeddings.weight"> |
| <dim>32005</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="3" name="__module.roberta.embeddings.word_embeddings/aten::embedding/Convert" type="Convert" version="opset1"> |
| <data destination_type="i32" /> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="I32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="4" name="__module.roberta.embeddings.word_embeddings/aten::embedding/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="" offset="98319360" size="4" /> |
| <output> |
| <port id="0" precision="I32" /> |
| </output> |
| </layer> |
| <layer id="5" name="__module.roberta.embeddings.word_embeddings/aten::embedding/Gather" type="Gather" version="opset8"> |
| <data batch_dims="0" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>32005</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| <port id="2" precision="I32" /> |
| </input> |
| <output> |
| <port id="3" precision="FP32" names="54,inputs_embeds"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="6" name="self.roberta.embeddings.token_type_embeddings.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 768" offset="98319364" size="3072" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.embeddings.token_type_embeddings.weight"> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="7" name="__module.roberta/aten::slice/Slice" type="Const" version="opset1"> |
| <data element_type="i64" shape="1, 514" offset="98322436" size="4112" /> |
| <output> |
| <port id="0" precision="I64" names="37"> |
| <dim>1</dim> |
| <dim>514</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="8" name="Constant_54" type="Const" version="opset1"> |
| <data element_type="i64" shape="1" offset="98326548" size="8" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="9" name="ShapeOf_10764" type="ShapeOf" version="opset3"> |
| <data output_type="i64" /> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="I64"> |
| <dim>2</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="10" name="Constant_10972" type="Const" version="opset1"> |
| <data element_type="i64" shape="1" offset="98326556" size="8" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="11" name="Constant_10766" type="Const" version="opset1"> |
| <data element_type="i64" shape="" offset="98326548" size="8" /> |
| <output> |
| <port id="0" precision="I64" /> |
| </output> |
| </layer> |
| <layer id="12" name="Gather_10767" type="Gather" version="opset8"> |
| <data batch_dims="0" /> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>2</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>1</dim> |
| </port> |
| <port id="2" precision="I64" /> |
| </input> |
| <output> |
| <port id="3" precision="I64" names="36,67"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="13" name="Constant_57" type="Const" version="opset1"> |
| <data element_type="i64" shape="1" offset="98326556" size="8" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="14" name="Constant_52" type="Const" version="opset1"> |
| <data element_type="i64" shape="1" offset="98326556" size="8" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="15" name="__module.roberta/aten::slice/Slice_1" type="Slice" version="opset8"> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>1</dim> |
| <dim>514</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>1</dim> |
| </port> |
| <port id="2" precision="I64"> |
| <dim>1</dim> |
| </port> |
| <port id="3" precision="I64"> |
| <dim>1</dim> |
| </port> |
| <port id="4" precision="I64"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="5" precision="I64" names="38,buffered_token_type_ids"> |
| <dim>1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="16" name="__module.roberta/aten::expand/Broadcast" type="Broadcast" version="opset3"> |
| <data mode="bidirectional" /> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>1</dim> |
| <dim>-1</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>2</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="I64" names="40,input.1"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="17" name="__module.roberta.embeddings.token_type_embeddings/aten::embedding/Convert" type="Convert" version="opset1"> |
| <data destination_type="i32" /> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="I32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="18" name="__module.roberta.embeddings.token_type_embeddings/aten::embedding/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="" offset="98319360" size="4" /> |
| <output> |
| <port id="0" precision="I32" /> |
| </output> |
| </layer> |
| <layer id="19" name="__module.roberta.embeddings.token_type_embeddings/aten::embedding/Gather" type="Gather" version="opset8"> |
| <data batch_dims="0" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| <port id="2" precision="I32" /> |
| </input> |
| <output> |
| <port id="3" precision="FP32" names="56,token_type_embeddings.1"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="20" name="__module.roberta.embeddings/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="57_1"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="21" name="self.roberta.embeddings.position_embeddings.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="514, 768" offset="98326564" size="1579008" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.embeddings.position_embeddings.weight"> |
| <dim>514</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="22" name="Constant_10541" type="Const" version="opset1"> |
| <data element_type="i64" shape="1, 1" offset="98326556" size="8" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>1</dim> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="23" name="__module.roberta.embeddings/aten::ne/NotEqual" type="NotEqual" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>1</dim> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="BOOL" names="45"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="24" name="__module.roberta.embeddings/aten::to/Convert" type="Convert" version="opset1"> |
| <data destination_type="i32" /> |
| <input> |
| <port id="0" precision="BOOL"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="I32" names="46,mask"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="25" name="29" type="Const" version="opset1"> |
| <data element_type="i64" shape="" offset="98326556" size="8" /> |
| <output> |
| <port id="0" precision="I64" names="29" /> |
| </output> |
| </layer> |
| <layer id="26" name="__module.roberta.embeddings/aten::cumsum/CumSum" type="CumSum" version="opset3"> |
| <data exclusive="false" reverse="false" /> |
| <input> |
| <port id="0" precision="I32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| <port id="1" precision="I64" /> |
| </input> |
| <output> |
| <port id="2" precision="I32" names="47,48,49"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="27" name="__module.roberta.embeddings/aten::mul/Multiply" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="I32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="I32" names="50,incremental_indices"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="28" name="__module.roberta.embeddings/aten::to/Convert_1" type="Convert" version="opset1"> |
| <data destination_type="i64" /> |
| <input> |
| <port id="0" precision="I32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="I64" names="51"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="29" name="Constant_10542" type="Const" version="opset1"> |
| <data element_type="i64" shape="1, 1" offset="98326556" size="8" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>1</dim> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="30" name="__module.roberta.embeddings/aten::add/Add_2" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>1</dim> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="I64" names="52,input.3"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="31" name="__module.roberta.embeddings.position_embeddings/aten::embedding/Convert" type="Convert" version="opset1"> |
| <data destination_type="i32" /> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="I32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="32" name="__module.roberta.embeddings.position_embeddings/aten::embedding/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="" offset="98319360" size="4" /> |
| <output> |
| <port id="0" precision="I32" /> |
| </output> |
| </layer> |
| <layer id="33" name="__module.roberta.embeddings.position_embeddings/aten::embedding/Gather" type="Gather" version="opset8"> |
| <data batch_dims="0" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>514</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| <port id="2" precision="I32" /> |
| </input> |
| <output> |
| <port id="3" precision="FP32" names="59,position_embeddings.1"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="34" name="__module.roberta.embeddings/aten::add_/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="57,embeddings.1"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="35" name="__module.roberta.embeddings.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="36" name="__module.roberta.embeddings.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="37" name="Constant_10543" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="99905576" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="38" name="__module.roberta.embeddings.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="39" name="Constant_10544" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="99908648" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="40" name="__module.roberta.embeddings.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="64,input.7"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="41" name="self.roberta.encoder.layer.0.attention.self.query.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="99911720" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.0.attention.self.query.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="42" name="__module.roberta.encoder.layer.0.attention.self.query/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="43" name="Constant_10545" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="102271016" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="44" name="__module.roberta.encoder.layer.0.attention.self.query/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="114,x.1"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="45" name="__module.roberta.encoder.layer.0.attention.self/prim::ListConstruct" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="46" name="__module.roberta.encoder.layer.0.attention.self/aten::view/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="118,x.3"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="47" name="Constant_273" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="119"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="48" name="__module.roberta.encoder.layer.0.attention.self/aten::permute/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="120,query_layer.1"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="49" name="self.roberta.encoder.layer.0.attention.self.key.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="102274152" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.0.attention.self.key.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="50" name="__module.roberta.encoder.layer.0.attention.self.key/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="51" name="Constant_10546" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="104633448" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="52" name="__module.roberta.encoder.layer.0.attention.self.key/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="123,x.5"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="53" name="__module.roberta.encoder.layer.0.attention.self/prim::ListConstruct_1" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="54" name="__module.roberta.encoder.layer.0.attention.self/aten::view/Reshape_1" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="127,x.7"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="55" name="Constant_307" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="128"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="56" name="__module.roberta.encoder.layer.0.attention.self/aten::permute/Transpose_1" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="129,key_layer.1"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="57" name="self.roberta.encoder.layer.0.attention.self.value.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="104636520" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.0.attention.self.value.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="58" name="__module.roberta.encoder.layer.0.attention.self.value/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="59" name="Constant_10547" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="106995816" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="60" name="__module.roberta.encoder.layer.0.attention.self.value/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="132,x.9"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="61" name="__module.roberta.encoder.layer.0.attention.self/prim::ListConstruct_2" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="62" name="__module.roberta.encoder.layer.0.attention.self/aten::view/Reshape_2" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="136,x.11"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="63" name="Constant_341" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="137"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="64" name="__module.roberta.encoder.layer.0.attention.self/aten::permute/Transpose_2" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="138,value_layer.1"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="65" name="Constant_10549" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 1, 1" offset="106998888" size="4" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="66" name="__module.roberta/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1"> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| <port id="1" precision="I64" /> |
| </input> |
| <output> |
| <port id="2" precision="I64" names="69"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="67" name="16" type="Const" version="opset1"> |
| <data element_type="i64" shape="" offset="106998892" size="8" /> |
| <output> |
| <port id="0" precision="I64" names="16" /> |
| </output> |
| </layer> |
| <layer id="68" name="__module.roberta/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1"> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| </port> |
| <port id="1" precision="I64" /> |
| </input> |
| <output> |
| <port id="2" precision="I64" names="70,71"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="69" name="Constant_10771" type="Const" version="opset1"> |
| <data element_type="i64" shape="1" offset="98326548" size="8" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="70" name="Constant_10772" type="Const" version="opset1"> |
| <data element_type="i64" shape="" offset="98326548" size="8" /> |
| <output> |
| <port id="0" precision="I64" /> |
| </output> |
| </layer> |
| <layer id="71" name="Gather_10773" type="Gather" version="opset8"> |
| <data batch_dims="0" /> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>2</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>1</dim> |
| </port> |
| <port id="2" precision="I64" /> |
| </input> |
| <output> |
| <port id="3" precision="I64" names="35,66"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="72" name="Constant_7704" type="Const" version="opset1"> |
| <data element_type="i64" shape="1" offset="98326556" size="8" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="73" name="Constant_10974" type="Const" version="opset1"> |
| <data element_type="i64" shape="2" offset="106998900" size="16" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>2</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="74" name="Constant_10975" type="Const" version="opset1"> |
| <data element_type="i64" shape="" offset="98326548" size="8" /> |
| <output> |
| <port id="0" precision="I64" /> |
| </output> |
| </layer> |
| <layer id="75" name="Gather_10976" type="Gather" version="opset8"> |
| <data batch_dims="0" /> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>2</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>2</dim> |
| </port> |
| <port id="2" precision="I64" /> |
| </input> |
| <output> |
| <port id="3" precision="I64"> |
| <dim>2</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="76" name="__module.roberta/prim::ListConstruct_1" type="Concat" version="opset1"> |
| <data axis="0" /> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>1</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>1</dim> |
| </port> |
| <port id="2" precision="I64"> |
| <dim>2</dim> |
| </port> |
| </input> |
| <output> |
| <port id="3" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="77" name="__module.roberta/aten::expand/Broadcast_1" type="Broadcast" version="opset3"> |
| <data mode="bidirectional" /> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="I64" names="73"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="78" name="__module.roberta/aten::to/Convert" type="Convert" version="opset1"> |
| <data destination_type="f32" /> |
| <input> |
| <port id="0" precision="I64"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="FP32" names="74"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="79" name="Constant_10548" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 1, 1" offset="106998888" size="4" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="80" name="__module.roberta/aten::rsub/Multiply" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="81" name="__module.roberta/aten::rsub/Subtract" type="Subtract" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>1</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="75,inverted_mask"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="82" name="__module.roberta/aten::to/Convert_1" type="Convert" version="opset1"> |
| <data destination_type="boolean" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="BOOL" names="76"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="83" name="__module.roberta/aten::masked_fill/ConvertLike" type="Const" version="opset1"> |
| <data element_type="f32" shape="" offset="106998916" size="4" /> |
| <output> |
| <port id="0" precision="FP32" /> |
| </output> |
| </layer> |
| <layer id="84" name="__module.roberta/aten::masked_fill/Select" type="Select" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="BOOL"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| <port id="1" precision="FP32" /> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="3" precision="FP32" names="77,attention_mask_1"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="85" name="__module.roberta.encoder.layer.0.attention.self/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13"> |
| <data causal="false" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="3" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="4" precision="FP32" names="139,attn_output.1"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="86" name="__module.roberta.encoder.layer.0.attention.self/aten::transpose/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="4" offset="106998920" size="16" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="87" name="__module.roberta.encoder.layer.0.attention.self/aten::transpose/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="140,attn_output.3"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="88" name="Constant_10856" type="Const" version="opset1"> |
| <data element_type="i64" shape="3" offset="106998936" size="24" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="89" name="__module.roberta.encoder.layer.0.attention.self/aten::reshape/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="142,input.9"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="90" name="self.roberta.encoder.layer.0.attention.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="106998960" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.0.attention.output.dense.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="91" name="__module.roberta.encoder.layer.0.attention.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="92" name="Constant_10550" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="109358256" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="93" name="__module.roberta.encoder.layer.0.attention.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="147,input.11"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="94" name="__module.roberta.encoder.layer.0.attention.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="149,input.13"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="95" name="__module.roberta.encoder.layer.0.attention.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="96" name="__module.roberta.encoder.layer.0.attention.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="97" name="Constant_10551" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="109361328" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="98" name="__module.roberta.encoder.layer.0.attention.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="99" name="Constant_10552" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="109364400" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="100" name="__module.roberta.encoder.layer.0.attention.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="153,input.15"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="101" name="self.roberta.encoder.layer.0.intermediate.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="3072, 768" offset="109367472" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.0.intermediate.dense.weight"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="102" name="__module.roberta.encoder.layer.0.intermediate.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="103" name="Constant_10553" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 3072" offset="118804656" size="12288" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="104" name="__module.roberta.encoder.layer.0.intermediate.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="157,input.17"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="105" name="__module.roberta.encoder.layer.0.intermediate.intermediate_act_fn/aten::gelu/Gelu" type="Gelu" version="opset7"> |
| <data approximation_mode="ERF" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="FP32" names="158,input.19"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="106" name="self.roberta.encoder.layer.0.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 3072" offset="118816944" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.0.output.dense.weight"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="107" name="__module.roberta.encoder.layer.0.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="108" name="Constant_10554" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="128254128" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="109" name="__module.roberta.encoder.layer.0.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="163,input.21"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="110" name="__module.roberta.encoder.layer.0.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="165,input.23"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="111" name="__module.roberta.encoder.layer.0.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="112" name="__module.roberta.encoder.layer.0.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="113" name="Constant_10555" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="128257200" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="114" name="__module.roberta.encoder.layer.0.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="115" name="Constant_10556" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="128260272" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="116" name="__module.roberta.encoder.layer.0.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="169,hidden_states.7"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="117" name="self.roberta.encoder.layer.1.attention.self.query.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="128263344" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.1.attention.self.query.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="118" name="__module.roberta.encoder.layer.1.attention.self.query/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="119" name="Constant_10557" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="130622640" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="120" name="__module.roberta.encoder.layer.1.attention.self.query/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="182,x.13"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="121" name="__module.roberta.encoder.layer.1.attention.self/prim::ListConstruct" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="122" name="__module.roberta.encoder.layer.1.attention.self/aten::view/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="186,x.15"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="123" name="Constant_507" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="187"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="124" name="__module.roberta.encoder.layer.1.attention.self/aten::permute/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="188,query_layer.3"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="125" name="self.roberta.encoder.layer.1.attention.self.key.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="130625712" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.1.attention.self.key.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="126" name="__module.roberta.encoder.layer.1.attention.self.key/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="127" name="Constant_10558" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="132985008" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="128" name="__module.roberta.encoder.layer.1.attention.self.key/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="191,x.17"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="129" name="__module.roberta.encoder.layer.1.attention.self/prim::ListConstruct_1" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="130" name="__module.roberta.encoder.layer.1.attention.self/aten::view/Reshape_1" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="195,x.19"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="131" name="Constant_541" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="196"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="132" name="__module.roberta.encoder.layer.1.attention.self/aten::permute/Transpose_1" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="197,key_layer.3"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="133" name="self.roberta.encoder.layer.1.attention.self.value.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="132988080" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.1.attention.self.value.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="134" name="__module.roberta.encoder.layer.1.attention.self.value/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="135" name="Constant_10559" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="135347376" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="136" name="__module.roberta.encoder.layer.1.attention.self.value/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="200,x.21"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="137" name="__module.roberta.encoder.layer.1.attention.self/prim::ListConstruct_2" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="138" name="__module.roberta.encoder.layer.1.attention.self/aten::view/Reshape_2" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="204,x.23"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="139" name="Constant_575" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="205"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="140" name="__module.roberta.encoder.layer.1.attention.self/aten::permute/Transpose_2" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="206,value_layer.3"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="141" name="__module.roberta.encoder.layer.1.attention.self/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13"> |
| <data causal="false" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="3" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="4" precision="FP32" names="207,attn_output.5"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="142" name="__module.roberta.encoder.layer.1.attention.self/aten::transpose/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="4" offset="106998920" size="16" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="143" name="__module.roberta.encoder.layer.1.attention.self/aten::transpose/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="208,attn_output.7"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="144" name="Constant_10857" type="Const" version="opset1"> |
| <data element_type="i64" shape="3" offset="106998936" size="24" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="145" name="__module.roberta.encoder.layer.1.attention.self/aten::reshape/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="210,input.25"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="146" name="self.roberta.encoder.layer.1.attention.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="135350448" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.1.attention.output.dense.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="147" name="__module.roberta.encoder.layer.1.attention.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="148" name="Constant_10560" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="137709744" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="149" name="__module.roberta.encoder.layer.1.attention.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="215,input.27"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="150" name="__module.roberta.encoder.layer.1.attention.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="217,input.29"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="151" name="__module.roberta.encoder.layer.1.attention.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="152" name="__module.roberta.encoder.layer.1.attention.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="153" name="Constant_10561" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="137712816" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="154" name="__module.roberta.encoder.layer.1.attention.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="155" name="Constant_10562" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="137715888" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="156" name="__module.roberta.encoder.layer.1.attention.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="221,input.31"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="157" name="self.roberta.encoder.layer.1.intermediate.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="3072, 768" offset="137718960" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.1.intermediate.dense.weight"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="158" name="__module.roberta.encoder.layer.1.intermediate.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="159" name="Constant_10563" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 3072" offset="147156144" size="12288" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="160" name="__module.roberta.encoder.layer.1.intermediate.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="225,input.33"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="161" name="__module.roberta.encoder.layer.1.intermediate.intermediate_act_fn/aten::gelu/Gelu" type="Gelu" version="opset7"> |
| <data approximation_mode="ERF" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="FP32" names="226,input.35"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="162" name="self.roberta.encoder.layer.1.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 3072" offset="147168432" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.1.output.dense.weight"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="163" name="__module.roberta.encoder.layer.1.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="164" name="Constant_10564" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="156605616" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="165" name="__module.roberta.encoder.layer.1.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="231,input.37"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="166" name="__module.roberta.encoder.layer.1.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="233,input.39"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="167" name="__module.roberta.encoder.layer.1.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="168" name="__module.roberta.encoder.layer.1.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="169" name="Constant_10565" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="156608688" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="170" name="__module.roberta.encoder.layer.1.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="171" name="Constant_10566" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="156611760" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="172" name="__module.roberta.encoder.layer.1.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="237,hidden_states.13"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="173" name="self.roberta.encoder.layer.2.attention.self.query.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="156614832" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.2.attention.self.query.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="174" name="__module.roberta.encoder.layer.2.attention.self.query/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="175" name="Constant_10567" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="158974128" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="176" name="__module.roberta.encoder.layer.2.attention.self.query/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="250,x.25"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="177" name="__module.roberta.encoder.layer.2.attention.self/prim::ListConstruct" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="178" name="__module.roberta.encoder.layer.2.attention.self/aten::view/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="254,x.27"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="179" name="Constant_741" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="255"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="180" name="__module.roberta.encoder.layer.2.attention.self/aten::permute/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="256,query_layer.5"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="181" name="self.roberta.encoder.layer.2.attention.self.key.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="158977200" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.2.attention.self.key.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="182" name="__module.roberta.encoder.layer.2.attention.self.key/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="183" name="Constant_10568" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="161336496" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="184" name="__module.roberta.encoder.layer.2.attention.self.key/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="259,x.29"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="185" name="__module.roberta.encoder.layer.2.attention.self/prim::ListConstruct_1" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="186" name="__module.roberta.encoder.layer.2.attention.self/aten::view/Reshape_1" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="263,x.31"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="187" name="Constant_775" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="264"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="188" name="__module.roberta.encoder.layer.2.attention.self/aten::permute/Transpose_1" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="265,key_layer.5"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="189" name="self.roberta.encoder.layer.2.attention.self.value.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="161339568" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.2.attention.self.value.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="190" name="__module.roberta.encoder.layer.2.attention.self.value/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="191" name="Constant_10569" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="163698864" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="192" name="__module.roberta.encoder.layer.2.attention.self.value/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="268,x.33"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="193" name="__module.roberta.encoder.layer.2.attention.self/prim::ListConstruct_2" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="194" name="__module.roberta.encoder.layer.2.attention.self/aten::view/Reshape_2" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="272,x.35"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="195" name="Constant_809" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="273"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="196" name="__module.roberta.encoder.layer.2.attention.self/aten::permute/Transpose_2" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="274,value_layer.5"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="197" name="__module.roberta.encoder.layer.2.attention.self/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13"> |
| <data causal="false" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="3" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="4" precision="FP32" names="275,attn_output.9"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="198" name="__module.roberta.encoder.layer.2.attention.self/aten::transpose/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="4" offset="106998920" size="16" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="199" name="__module.roberta.encoder.layer.2.attention.self/aten::transpose/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="276,attn_output.11"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="200" name="Constant_10858" type="Const" version="opset1"> |
| <data element_type="i64" shape="3" offset="106998936" size="24" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="201" name="__module.roberta.encoder.layer.2.attention.self/aten::reshape/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="278,input.41"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="202" name="self.roberta.encoder.layer.2.attention.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="163701936" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.2.attention.output.dense.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="203" name="__module.roberta.encoder.layer.2.attention.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="204" name="Constant_10570" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="166061232" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="205" name="__module.roberta.encoder.layer.2.attention.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="283,input.43"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="206" name="__module.roberta.encoder.layer.2.attention.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="285,input.45"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="207" name="__module.roberta.encoder.layer.2.attention.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="208" name="__module.roberta.encoder.layer.2.attention.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="209" name="Constant_10571" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="166064304" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="210" name="__module.roberta.encoder.layer.2.attention.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="211" name="Constant_10572" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="166067376" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="212" name="__module.roberta.encoder.layer.2.attention.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="289,input.47"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="213" name="self.roberta.encoder.layer.2.intermediate.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="3072, 768" offset="166070448" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.2.intermediate.dense.weight"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="214" name="__module.roberta.encoder.layer.2.intermediate.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="215" name="Constant_10573" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 3072" offset="175507632" size="12288" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="216" name="__module.roberta.encoder.layer.2.intermediate.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="293,input.49"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="217" name="__module.roberta.encoder.layer.2.intermediate.intermediate_act_fn/aten::gelu/Gelu" type="Gelu" version="opset7"> |
| <data approximation_mode="ERF" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="FP32" names="294,input.51"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="218" name="self.roberta.encoder.layer.2.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 3072" offset="175519920" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.2.output.dense.weight"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="219" name="__module.roberta.encoder.layer.2.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="220" name="Constant_10574" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="184957104" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="221" name="__module.roberta.encoder.layer.2.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="299,input.53"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="222" name="__module.roberta.encoder.layer.2.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="301,input.55"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="223" name="__module.roberta.encoder.layer.2.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="224" name="__module.roberta.encoder.layer.2.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="225" name="Constant_10575" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="184960176" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="226" name="__module.roberta.encoder.layer.2.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="227" name="Constant_10576" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="184963248" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="228" name="__module.roberta.encoder.layer.2.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="305,hidden_states.19"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="229" name="self.roberta.encoder.layer.3.attention.self.query.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="184966320" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.3.attention.self.query.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="230" name="__module.roberta.encoder.layer.3.attention.self.query/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="231" name="Constant_10577" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="187325616" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="232" name="__module.roberta.encoder.layer.3.attention.self.query/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="318,x.37"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="233" name="__module.roberta.encoder.layer.3.attention.self/prim::ListConstruct" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="234" name="__module.roberta.encoder.layer.3.attention.self/aten::view/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="322,x.39"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="235" name="Constant_975" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="323"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="236" name="__module.roberta.encoder.layer.3.attention.self/aten::permute/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="324,query_layer.7"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="237" name="self.roberta.encoder.layer.3.attention.self.key.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="187328688" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.3.attention.self.key.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="238" name="__module.roberta.encoder.layer.3.attention.self.key/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="239" name="Constant_10578" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="189687984" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="240" name="__module.roberta.encoder.layer.3.attention.self.key/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="327,x.41"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="241" name="__module.roberta.encoder.layer.3.attention.self/prim::ListConstruct_1" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="242" name="__module.roberta.encoder.layer.3.attention.self/aten::view/Reshape_1" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="331,x.43"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="243" name="Constant_1009" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="332"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="244" name="__module.roberta.encoder.layer.3.attention.self/aten::permute/Transpose_1" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="333,key_layer.7"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="245" name="self.roberta.encoder.layer.3.attention.self.value.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="189691056" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.3.attention.self.value.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="246" name="__module.roberta.encoder.layer.3.attention.self.value/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="247" name="Constant_10579" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="192050352" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="248" name="__module.roberta.encoder.layer.3.attention.self.value/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="336,x.45"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="249" name="__module.roberta.encoder.layer.3.attention.self/prim::ListConstruct_2" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="250" name="__module.roberta.encoder.layer.3.attention.self/aten::view/Reshape_2" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="340,x.47"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="251" name="Constant_1043" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="341"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="252" name="__module.roberta.encoder.layer.3.attention.self/aten::permute/Transpose_2" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="342,value_layer.7"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="253" name="__module.roberta.encoder.layer.3.attention.self/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13"> |
| <data causal="false" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="3" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="4" precision="FP32" names="343,attn_output.13"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="254" name="__module.roberta.encoder.layer.3.attention.self/aten::transpose/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="4" offset="106998920" size="16" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="255" name="__module.roberta.encoder.layer.3.attention.self/aten::transpose/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="344,attn_output.15"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="256" name="Constant_10859" type="Const" version="opset1"> |
| <data element_type="i64" shape="3" offset="106998936" size="24" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="257" name="__module.roberta.encoder.layer.3.attention.self/aten::reshape/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="346,input.57"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="258" name="self.roberta.encoder.layer.3.attention.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="192053424" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.3.attention.output.dense.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="259" name="__module.roberta.encoder.layer.3.attention.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="260" name="Constant_10580" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="194412720" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="261" name="__module.roberta.encoder.layer.3.attention.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="351,input.59"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="262" name="__module.roberta.encoder.layer.3.attention.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="353,input.61"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="263" name="__module.roberta.encoder.layer.3.attention.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="264" name="__module.roberta.encoder.layer.3.attention.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="265" name="Constant_10581" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="194415792" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="266" name="__module.roberta.encoder.layer.3.attention.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="267" name="Constant_10582" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="194418864" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="268" name="__module.roberta.encoder.layer.3.attention.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="357,input.63"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="269" name="self.roberta.encoder.layer.3.intermediate.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="3072, 768" offset="194421936" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.3.intermediate.dense.weight"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="270" name="__module.roberta.encoder.layer.3.intermediate.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="271" name="Constant_10583" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 3072" offset="203859120" size="12288" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="272" name="__module.roberta.encoder.layer.3.intermediate.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="361,input.65"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="273" name="__module.roberta.encoder.layer.3.intermediate.intermediate_act_fn/aten::gelu/Gelu" type="Gelu" version="opset7"> |
| <data approximation_mode="ERF" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="FP32" names="362,input.67"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="274" name="self.roberta.encoder.layer.3.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 3072" offset="203871408" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.3.output.dense.weight"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="275" name="__module.roberta.encoder.layer.3.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="276" name="Constant_10584" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="213308592" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="277" name="__module.roberta.encoder.layer.3.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="367,input.69"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="278" name="__module.roberta.encoder.layer.3.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="369,input.71"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="279" name="__module.roberta.encoder.layer.3.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="280" name="__module.roberta.encoder.layer.3.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="281" name="Constant_10585" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="213311664" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="282" name="__module.roberta.encoder.layer.3.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="283" name="Constant_10586" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="213314736" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="284" name="__module.roberta.encoder.layer.3.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="373,hidden_states.25"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="285" name="self.roberta.encoder.layer.4.attention.self.query.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="213317808" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.4.attention.self.query.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="286" name="__module.roberta.encoder.layer.4.attention.self.query/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="287" name="Constant_10587" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="215677104" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="288" name="__module.roberta.encoder.layer.4.attention.self.query/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="386,x.49"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="289" name="__module.roberta.encoder.layer.4.attention.self/prim::ListConstruct" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="290" name="__module.roberta.encoder.layer.4.attention.self/aten::view/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="390,x.51"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="291" name="Constant_1209" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="391"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="292" name="__module.roberta.encoder.layer.4.attention.self/aten::permute/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="392,query_layer.9"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="293" name="self.roberta.encoder.layer.4.attention.self.key.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="215680176" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.4.attention.self.key.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="294" name="__module.roberta.encoder.layer.4.attention.self.key/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="295" name="Constant_10588" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="218039472" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="296" name="__module.roberta.encoder.layer.4.attention.self.key/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="395,x.53"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="297" name="__module.roberta.encoder.layer.4.attention.self/prim::ListConstruct_1" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="298" name="__module.roberta.encoder.layer.4.attention.self/aten::view/Reshape_1" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="399,x.55"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="299" name="Constant_1243" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="400"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="300" name="__module.roberta.encoder.layer.4.attention.self/aten::permute/Transpose_1" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="401,key_layer.9"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="301" name="self.roberta.encoder.layer.4.attention.self.value.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="218042544" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.4.attention.self.value.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="302" name="__module.roberta.encoder.layer.4.attention.self.value/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="303" name="Constant_10589" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="220401840" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="304" name="__module.roberta.encoder.layer.4.attention.self.value/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="404,x.57"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="305" name="__module.roberta.encoder.layer.4.attention.self/prim::ListConstruct_2" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="306" name="__module.roberta.encoder.layer.4.attention.self/aten::view/Reshape_2" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="408,x.59"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="307" name="Constant_1277" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="409"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="308" name="__module.roberta.encoder.layer.4.attention.self/aten::permute/Transpose_2" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="410,value_layer.9"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="309" name="__module.roberta.encoder.layer.4.attention.self/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13"> |
| <data causal="false" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="3" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="4" precision="FP32" names="411,attn_output.17"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="310" name="__module.roberta.encoder.layer.4.attention.self/aten::transpose/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="4" offset="106998920" size="16" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="311" name="__module.roberta.encoder.layer.4.attention.self/aten::transpose/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="412,attn_output.19"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="312" name="Constant_10860" type="Const" version="opset1"> |
| <data element_type="i64" shape="3" offset="106998936" size="24" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="313" name="__module.roberta.encoder.layer.4.attention.self/aten::reshape/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="414,input.73"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="314" name="self.roberta.encoder.layer.4.attention.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="220404912" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.4.attention.output.dense.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="315" name="__module.roberta.encoder.layer.4.attention.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="316" name="Constant_10590" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="222764208" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="317" name="__module.roberta.encoder.layer.4.attention.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="419,input.75"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="318" name="__module.roberta.encoder.layer.4.attention.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="421,input.77"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="319" name="__module.roberta.encoder.layer.4.attention.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="320" name="__module.roberta.encoder.layer.4.attention.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="321" name="Constant_10591" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="222767280" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="322" name="__module.roberta.encoder.layer.4.attention.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="323" name="Constant_10592" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="222770352" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="324" name="__module.roberta.encoder.layer.4.attention.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="425,input.79"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="325" name="self.roberta.encoder.layer.4.intermediate.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="3072, 768" offset="222773424" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.4.intermediate.dense.weight"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="326" name="__module.roberta.encoder.layer.4.intermediate.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="327" name="Constant_10593" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 3072" offset="232210608" size="12288" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="328" name="__module.roberta.encoder.layer.4.intermediate.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="429,input.81"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="329" name="__module.roberta.encoder.layer.4.intermediate.intermediate_act_fn/aten::gelu/Gelu" type="Gelu" version="opset7"> |
| <data approximation_mode="ERF" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="FP32" names="430,input.83"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="330" name="self.roberta.encoder.layer.4.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 3072" offset="232222896" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.4.output.dense.weight"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="331" name="__module.roberta.encoder.layer.4.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="332" name="Constant_10594" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="241660080" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="333" name="__module.roberta.encoder.layer.4.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="435,input.85"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="334" name="__module.roberta.encoder.layer.4.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="437,input.87"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="335" name="__module.roberta.encoder.layer.4.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="336" name="__module.roberta.encoder.layer.4.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="337" name="Constant_10595" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="241663152" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="338" name="__module.roberta.encoder.layer.4.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="339" name="Constant_10596" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="241666224" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="340" name="__module.roberta.encoder.layer.4.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="441,hidden_states.31"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="341" name="self.roberta.encoder.layer.5.attention.self.query.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="241669296" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.5.attention.self.query.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="342" name="__module.roberta.encoder.layer.5.attention.self.query/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="343" name="Constant_10597" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="244028592" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="344" name="__module.roberta.encoder.layer.5.attention.self.query/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="454,x.61"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="345" name="__module.roberta.encoder.layer.5.attention.self/prim::ListConstruct" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="346" name="__module.roberta.encoder.layer.5.attention.self/aten::view/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="458,x.63"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="347" name="Constant_1443" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="459"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="348" name="__module.roberta.encoder.layer.5.attention.self/aten::permute/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="460,query_layer.11"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="349" name="self.roberta.encoder.layer.5.attention.self.key.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="244031664" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.5.attention.self.key.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="350" name="__module.roberta.encoder.layer.5.attention.self.key/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="351" name="Constant_10598" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="246390960" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="352" name="__module.roberta.encoder.layer.5.attention.self.key/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="463,x.65"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="353" name="__module.roberta.encoder.layer.5.attention.self/prim::ListConstruct_1" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="354" name="__module.roberta.encoder.layer.5.attention.self/aten::view/Reshape_1" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="467,x.67"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="355" name="Constant_1477" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="468"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="356" name="__module.roberta.encoder.layer.5.attention.self/aten::permute/Transpose_1" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="469,key_layer.11"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="357" name="self.roberta.encoder.layer.5.attention.self.value.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="246394032" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.5.attention.self.value.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="358" name="__module.roberta.encoder.layer.5.attention.self.value/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="359" name="Constant_10599" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="248753328" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="360" name="__module.roberta.encoder.layer.5.attention.self.value/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="472,x.69"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="361" name="__module.roberta.encoder.layer.5.attention.self/prim::ListConstruct_2" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="362" name="__module.roberta.encoder.layer.5.attention.self/aten::view/Reshape_2" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="476,x.71"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="363" name="Constant_1511" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="477"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="364" name="__module.roberta.encoder.layer.5.attention.self/aten::permute/Transpose_2" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="478,value_layer.11"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="365" name="__module.roberta.encoder.layer.5.attention.self/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13"> |
| <data causal="false" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="3" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="4" precision="FP32" names="479,attn_output.21"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="366" name="__module.roberta.encoder.layer.5.attention.self/aten::transpose/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="4" offset="106998920" size="16" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="367" name="__module.roberta.encoder.layer.5.attention.self/aten::transpose/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="480,attn_output.23"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="368" name="Constant_10861" type="Const" version="opset1"> |
| <data element_type="i64" shape="3" offset="106998936" size="24" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="369" name="__module.roberta.encoder.layer.5.attention.self/aten::reshape/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="482,input.89"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="370" name="self.roberta.encoder.layer.5.attention.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="248756400" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.5.attention.output.dense.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="371" name="__module.roberta.encoder.layer.5.attention.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="372" name="Constant_10600" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="251115696" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="373" name="__module.roberta.encoder.layer.5.attention.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="487,input.91"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="374" name="__module.roberta.encoder.layer.5.attention.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="489,input.93"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="375" name="__module.roberta.encoder.layer.5.attention.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="376" name="__module.roberta.encoder.layer.5.attention.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="377" name="Constant_10601" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="251118768" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="378" name="__module.roberta.encoder.layer.5.attention.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="379" name="Constant_10602" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="251121840" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="380" name="__module.roberta.encoder.layer.5.attention.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="493,input.95"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="381" name="self.roberta.encoder.layer.5.intermediate.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="3072, 768" offset="251124912" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.5.intermediate.dense.weight"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="382" name="__module.roberta.encoder.layer.5.intermediate.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="383" name="Constant_10603" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 3072" offset="260562096" size="12288" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="384" name="__module.roberta.encoder.layer.5.intermediate.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="497,input.97"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="385" name="__module.roberta.encoder.layer.5.intermediate.intermediate_act_fn/aten::gelu/Gelu" type="Gelu" version="opset7"> |
| <data approximation_mode="ERF" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="FP32" names="498,input.99"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="386" name="self.roberta.encoder.layer.5.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 3072" offset="260574384" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.5.output.dense.weight"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="387" name="__module.roberta.encoder.layer.5.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="388" name="Constant_10604" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="270011568" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="389" name="__module.roberta.encoder.layer.5.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="503,input.101"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="390" name="__module.roberta.encoder.layer.5.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="505,input.103"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="391" name="__module.roberta.encoder.layer.5.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="392" name="__module.roberta.encoder.layer.5.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="393" name="Constant_10605" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="270014640" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="394" name="__module.roberta.encoder.layer.5.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="395" name="Constant_10606" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="270017712" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="396" name="__module.roberta.encoder.layer.5.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="509,hidden_states.37"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="397" name="self.roberta.encoder.layer.6.attention.self.query.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="270020784" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.6.attention.self.query.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="398" name="__module.roberta.encoder.layer.6.attention.self.query/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="399" name="Constant_10607" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="272380080" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="400" name="__module.roberta.encoder.layer.6.attention.self.query/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="522,x.73"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="401" name="__module.roberta.encoder.layer.6.attention.self/prim::ListConstruct" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="402" name="__module.roberta.encoder.layer.6.attention.self/aten::view/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="526,x.75"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="403" name="Constant_1677" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="527"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="404" name="__module.roberta.encoder.layer.6.attention.self/aten::permute/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="528,query_layer.13"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="405" name="self.roberta.encoder.layer.6.attention.self.key.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="272383152" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.6.attention.self.key.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="406" name="__module.roberta.encoder.layer.6.attention.self.key/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="407" name="Constant_10608" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="274742448" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="408" name="__module.roberta.encoder.layer.6.attention.self.key/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="531,x.77"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="409" name="__module.roberta.encoder.layer.6.attention.self/prim::ListConstruct_1" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="410" name="__module.roberta.encoder.layer.6.attention.self/aten::view/Reshape_1" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="535,x.79"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="411" name="Constant_1711" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="536"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="412" name="__module.roberta.encoder.layer.6.attention.self/aten::permute/Transpose_1" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="537,key_layer.13"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="413" name="self.roberta.encoder.layer.6.attention.self.value.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="274745520" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.6.attention.self.value.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="414" name="__module.roberta.encoder.layer.6.attention.self.value/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="415" name="Constant_10609" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="277104816" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="416" name="__module.roberta.encoder.layer.6.attention.self.value/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="540,x.81"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="417" name="__module.roberta.encoder.layer.6.attention.self/prim::ListConstruct_2" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="418" name="__module.roberta.encoder.layer.6.attention.self/aten::view/Reshape_2" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="544,x.83"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="419" name="Constant_1745" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="545"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="420" name="__module.roberta.encoder.layer.6.attention.self/aten::permute/Transpose_2" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="546,value_layer.13"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="421" name="__module.roberta.encoder.layer.6.attention.self/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13"> |
| <data causal="false" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="3" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="4" precision="FP32" names="547,attn_output.25"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="422" name="__module.roberta.encoder.layer.6.attention.self/aten::transpose/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="4" offset="106998920" size="16" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="423" name="__module.roberta.encoder.layer.6.attention.self/aten::transpose/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="548,attn_output.27"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="424" name="Constant_10862" type="Const" version="opset1"> |
| <data element_type="i64" shape="3" offset="106998936" size="24" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="425" name="__module.roberta.encoder.layer.6.attention.self/aten::reshape/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="550,input.105"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="426" name="self.roberta.encoder.layer.6.attention.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="277107888" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.6.attention.output.dense.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="427" name="__module.roberta.encoder.layer.6.attention.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="428" name="Constant_10610" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="279467184" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="429" name="__module.roberta.encoder.layer.6.attention.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="555,input.107"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="430" name="__module.roberta.encoder.layer.6.attention.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="557,input.109"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="431" name="__module.roberta.encoder.layer.6.attention.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="432" name="__module.roberta.encoder.layer.6.attention.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="433" name="Constant_10611" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="279470256" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="434" name="__module.roberta.encoder.layer.6.attention.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="435" name="Constant_10612" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="279473328" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="436" name="__module.roberta.encoder.layer.6.attention.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="561,input.111"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="437" name="self.roberta.encoder.layer.6.intermediate.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="3072, 768" offset="279476400" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.6.intermediate.dense.weight"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="438" name="__module.roberta.encoder.layer.6.intermediate.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="439" name="Constant_10613" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 3072" offset="288913584" size="12288" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="440" name="__module.roberta.encoder.layer.6.intermediate.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="565,input.113"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="441" name="__module.roberta.encoder.layer.6.intermediate.intermediate_act_fn/aten::gelu/Gelu" type="Gelu" version="opset7"> |
| <data approximation_mode="ERF" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="FP32" names="566,input.115"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="442" name="self.roberta.encoder.layer.6.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 3072" offset="288925872" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.6.output.dense.weight"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="443" name="__module.roberta.encoder.layer.6.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="444" name="Constant_10614" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="298363056" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="445" name="__module.roberta.encoder.layer.6.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="571,input.117"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="446" name="__module.roberta.encoder.layer.6.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="573,input.119"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="447" name="__module.roberta.encoder.layer.6.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="448" name="__module.roberta.encoder.layer.6.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="449" name="Constant_10615" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="298366128" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="450" name="__module.roberta.encoder.layer.6.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="451" name="Constant_10616" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="298369200" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="452" name="__module.roberta.encoder.layer.6.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="577,hidden_states.43"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="453" name="self.roberta.encoder.layer.7.attention.self.query.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="298372272" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.7.attention.self.query.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="454" name="__module.roberta.encoder.layer.7.attention.self.query/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="455" name="Constant_10617" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="300731568" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="456" name="__module.roberta.encoder.layer.7.attention.self.query/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="590,x.85"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="457" name="__module.roberta.encoder.layer.7.attention.self/prim::ListConstruct" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="458" name="__module.roberta.encoder.layer.7.attention.self/aten::view/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="594,x.87"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="459" name="Constant_1911" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="595"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="460" name="__module.roberta.encoder.layer.7.attention.self/aten::permute/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="596,query_layer.15"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="461" name="self.roberta.encoder.layer.7.attention.self.key.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="300734640" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.7.attention.self.key.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="462" name="__module.roberta.encoder.layer.7.attention.self.key/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="463" name="Constant_10618" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="303093936" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="464" name="__module.roberta.encoder.layer.7.attention.self.key/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="599,x.89"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="465" name="__module.roberta.encoder.layer.7.attention.self/prim::ListConstruct_1" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="466" name="__module.roberta.encoder.layer.7.attention.self/aten::view/Reshape_1" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="603,x.91"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="467" name="Constant_1945" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="604"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="468" name="__module.roberta.encoder.layer.7.attention.self/aten::permute/Transpose_1" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="605,key_layer.15"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="469" name="self.roberta.encoder.layer.7.attention.self.value.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="303097008" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.7.attention.self.value.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="470" name="__module.roberta.encoder.layer.7.attention.self.value/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="471" name="Constant_10619" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="305456304" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="472" name="__module.roberta.encoder.layer.7.attention.self.value/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="608,x.93"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="473" name="__module.roberta.encoder.layer.7.attention.self/prim::ListConstruct_2" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="474" name="__module.roberta.encoder.layer.7.attention.self/aten::view/Reshape_2" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="612,x.95"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="475" name="Constant_1979" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="613"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="476" name="__module.roberta.encoder.layer.7.attention.self/aten::permute/Transpose_2" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="614,value_layer.15"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="477" name="__module.roberta.encoder.layer.7.attention.self/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13"> |
| <data causal="false" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="3" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="4" precision="FP32" names="615,attn_output.29"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="478" name="__module.roberta.encoder.layer.7.attention.self/aten::transpose/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="4" offset="106998920" size="16" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="479" name="__module.roberta.encoder.layer.7.attention.self/aten::transpose/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="616,attn_output.31"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="480" name="Constant_10863" type="Const" version="opset1"> |
| <data element_type="i64" shape="3" offset="106998936" size="24" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="481" name="__module.roberta.encoder.layer.7.attention.self/aten::reshape/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="618,input.121"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="482" name="self.roberta.encoder.layer.7.attention.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="305459376" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.7.attention.output.dense.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="483" name="__module.roberta.encoder.layer.7.attention.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="484" name="Constant_10620" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="307818672" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="485" name="__module.roberta.encoder.layer.7.attention.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="623,input.123"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="486" name="__module.roberta.encoder.layer.7.attention.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="625,input.125"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="487" name="__module.roberta.encoder.layer.7.attention.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="488" name="__module.roberta.encoder.layer.7.attention.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="489" name="Constant_10621" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="307821744" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="490" name="__module.roberta.encoder.layer.7.attention.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="491" name="Constant_10622" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="307824816" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="492" name="__module.roberta.encoder.layer.7.attention.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="629,input.127"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="493" name="self.roberta.encoder.layer.7.intermediate.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="3072, 768" offset="307827888" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.7.intermediate.dense.weight"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="494" name="__module.roberta.encoder.layer.7.intermediate.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="495" name="Constant_10623" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 3072" offset="317265072" size="12288" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="496" name="__module.roberta.encoder.layer.7.intermediate.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="633,input.129"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="497" name="__module.roberta.encoder.layer.7.intermediate.intermediate_act_fn/aten::gelu/Gelu" type="Gelu" version="opset7"> |
| <data approximation_mode="ERF" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="FP32" names="634,input.131"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="498" name="self.roberta.encoder.layer.7.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 3072" offset="317277360" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.7.output.dense.weight"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="499" name="__module.roberta.encoder.layer.7.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="500" name="Constant_10624" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="326714544" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="501" name="__module.roberta.encoder.layer.7.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="639,input.133"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="502" name="__module.roberta.encoder.layer.7.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="641,input.135"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="503" name="__module.roberta.encoder.layer.7.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="504" name="__module.roberta.encoder.layer.7.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="505" name="Constant_10625" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="326717616" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="506" name="__module.roberta.encoder.layer.7.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="507" name="Constant_10626" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="326720688" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="508" name="__module.roberta.encoder.layer.7.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="645,hidden_states.49"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="509" name="self.roberta.encoder.layer.8.attention.self.query.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="326723760" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.8.attention.self.query.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="510" name="__module.roberta.encoder.layer.8.attention.self.query/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="511" name="Constant_10627" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="329083056" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="512" name="__module.roberta.encoder.layer.8.attention.self.query/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="658,x.97"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="513" name="__module.roberta.encoder.layer.8.attention.self/prim::ListConstruct" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="514" name="__module.roberta.encoder.layer.8.attention.self/aten::view/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="662,x.99"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="515" name="Constant_2145" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="663"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="516" name="__module.roberta.encoder.layer.8.attention.self/aten::permute/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="664,query_layer.17"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="517" name="self.roberta.encoder.layer.8.attention.self.key.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="329086128" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.8.attention.self.key.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="518" name="__module.roberta.encoder.layer.8.attention.self.key/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="519" name="Constant_10628" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="331445424" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="520" name="__module.roberta.encoder.layer.8.attention.self.key/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="667,x.101"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="521" name="__module.roberta.encoder.layer.8.attention.self/prim::ListConstruct_1" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="522" name="__module.roberta.encoder.layer.8.attention.self/aten::view/Reshape_1" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="671,x.103"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="523" name="Constant_2179" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="672"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="524" name="__module.roberta.encoder.layer.8.attention.self/aten::permute/Transpose_1" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="673,key_layer.17"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="525" name="self.roberta.encoder.layer.8.attention.self.value.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="331448496" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.8.attention.self.value.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="526" name="__module.roberta.encoder.layer.8.attention.self.value/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="527" name="Constant_10629" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="333807792" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="528" name="__module.roberta.encoder.layer.8.attention.self.value/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="676,x.105"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="529" name="__module.roberta.encoder.layer.8.attention.self/prim::ListConstruct_2" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="530" name="__module.roberta.encoder.layer.8.attention.self/aten::view/Reshape_2" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="680,x.107"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="531" name="Constant_2213" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="681"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="532" name="__module.roberta.encoder.layer.8.attention.self/aten::permute/Transpose_2" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="682,value_layer.17"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="533" name="__module.roberta.encoder.layer.8.attention.self/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13"> |
| <data causal="false" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="3" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="4" precision="FP32" names="683,attn_output.33"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="534" name="__module.roberta.encoder.layer.8.attention.self/aten::transpose/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="4" offset="106998920" size="16" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="535" name="__module.roberta.encoder.layer.8.attention.self/aten::transpose/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="684,attn_output.35"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="536" name="Constant_10864" type="Const" version="opset1"> |
| <data element_type="i64" shape="3" offset="106998936" size="24" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="537" name="__module.roberta.encoder.layer.8.attention.self/aten::reshape/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="686,input.137"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="538" name="self.roberta.encoder.layer.8.attention.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="333810864" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.8.attention.output.dense.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="539" name="__module.roberta.encoder.layer.8.attention.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="540" name="Constant_10630" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="336170160" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="541" name="__module.roberta.encoder.layer.8.attention.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="691,input.139"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="542" name="__module.roberta.encoder.layer.8.attention.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="693,input.141"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="543" name="__module.roberta.encoder.layer.8.attention.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="544" name="__module.roberta.encoder.layer.8.attention.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="545" name="Constant_10631" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="336173232" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="546" name="__module.roberta.encoder.layer.8.attention.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="547" name="Constant_10632" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="336176304" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="548" name="__module.roberta.encoder.layer.8.attention.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="697,input.143"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="549" name="self.roberta.encoder.layer.8.intermediate.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="3072, 768" offset="336179376" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.8.intermediate.dense.weight"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="550" name="__module.roberta.encoder.layer.8.intermediate.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="551" name="Constant_10633" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 3072" offset="345616560" size="12288" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="552" name="__module.roberta.encoder.layer.8.intermediate.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="701,input.145"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="553" name="__module.roberta.encoder.layer.8.intermediate.intermediate_act_fn/aten::gelu/Gelu" type="Gelu" version="opset7"> |
| <data approximation_mode="ERF" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="FP32" names="702,input.147"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="554" name="self.roberta.encoder.layer.8.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 3072" offset="345628848" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.8.output.dense.weight"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="555" name="__module.roberta.encoder.layer.8.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="556" name="Constant_10634" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="355066032" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="557" name="__module.roberta.encoder.layer.8.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="707,input.149"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="558" name="__module.roberta.encoder.layer.8.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="709,input.151"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="559" name="__module.roberta.encoder.layer.8.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="560" name="__module.roberta.encoder.layer.8.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="561" name="Constant_10635" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="355069104" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="562" name="__module.roberta.encoder.layer.8.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="563" name="Constant_10636" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="355072176" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="564" name="__module.roberta.encoder.layer.8.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="713,hidden_states.55"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="565" name="self.roberta.encoder.layer.9.attention.self.query.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="355075248" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.9.attention.self.query.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="566" name="__module.roberta.encoder.layer.9.attention.self.query/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="567" name="Constant_10637" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="357434544" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="568" name="__module.roberta.encoder.layer.9.attention.self.query/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="726,x.109"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="569" name="__module.roberta.encoder.layer.9.attention.self/prim::ListConstruct" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="570" name="__module.roberta.encoder.layer.9.attention.self/aten::view/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="730,x.111"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="571" name="Constant_2379" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="731"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="572" name="__module.roberta.encoder.layer.9.attention.self/aten::permute/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="732,query_layer.19"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="573" name="self.roberta.encoder.layer.9.attention.self.key.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="357437616" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.9.attention.self.key.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="574" name="__module.roberta.encoder.layer.9.attention.self.key/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="575" name="Constant_10638" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="359796912" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="576" name="__module.roberta.encoder.layer.9.attention.self.key/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="735,x.113"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="577" name="__module.roberta.encoder.layer.9.attention.self/prim::ListConstruct_1" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="578" name="__module.roberta.encoder.layer.9.attention.self/aten::view/Reshape_1" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="739,x.115"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="579" name="Constant_2413" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="740"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="580" name="__module.roberta.encoder.layer.9.attention.self/aten::permute/Transpose_1" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="741,key_layer.19"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="581" name="self.roberta.encoder.layer.9.attention.self.value.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="359799984" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.9.attention.self.value.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="582" name="__module.roberta.encoder.layer.9.attention.self.value/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="583" name="Constant_10639" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="362159280" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="584" name="__module.roberta.encoder.layer.9.attention.self.value/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="744,x.117"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="585" name="__module.roberta.encoder.layer.9.attention.self/prim::ListConstruct_2" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="586" name="__module.roberta.encoder.layer.9.attention.self/aten::view/Reshape_2" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="748,x.119"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="587" name="Constant_2447" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="749"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="588" name="__module.roberta.encoder.layer.9.attention.self/aten::permute/Transpose_2" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="750,value_layer.19"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="589" name="__module.roberta.encoder.layer.9.attention.self/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13"> |
| <data causal="false" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="3" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="4" precision="FP32" names="751,attn_output.37"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="590" name="__module.roberta.encoder.layer.9.attention.self/aten::transpose/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="4" offset="106998920" size="16" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="591" name="__module.roberta.encoder.layer.9.attention.self/aten::transpose/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="752,attn_output.39"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="592" name="Constant_10865" type="Const" version="opset1"> |
| <data element_type="i64" shape="3" offset="106998936" size="24" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="593" name="__module.roberta.encoder.layer.9.attention.self/aten::reshape/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="754,input.153"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="594" name="self.roberta.encoder.layer.9.attention.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="362162352" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.9.attention.output.dense.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="595" name="__module.roberta.encoder.layer.9.attention.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="596" name="Constant_10640" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="364521648" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="597" name="__module.roberta.encoder.layer.9.attention.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="759,input.155"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="598" name="__module.roberta.encoder.layer.9.attention.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="761,input.157"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="599" name="__module.roberta.encoder.layer.9.attention.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="600" name="__module.roberta.encoder.layer.9.attention.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="601" name="Constant_10641" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="364524720" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="602" name="__module.roberta.encoder.layer.9.attention.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="603" name="Constant_10642" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="364527792" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="604" name="__module.roberta.encoder.layer.9.attention.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="765,input.159"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="605" name="self.roberta.encoder.layer.9.intermediate.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="3072, 768" offset="364530864" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.9.intermediate.dense.weight"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="606" name="__module.roberta.encoder.layer.9.intermediate.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="607" name="Constant_10643" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 3072" offset="373968048" size="12288" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="608" name="__module.roberta.encoder.layer.9.intermediate.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="769,input.161"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="609" name="__module.roberta.encoder.layer.9.intermediate.intermediate_act_fn/aten::gelu/Gelu" type="Gelu" version="opset7"> |
| <data approximation_mode="ERF" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="FP32" names="770,input.163"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="610" name="self.roberta.encoder.layer.9.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 3072" offset="373980336" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.9.output.dense.weight"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="611" name="__module.roberta.encoder.layer.9.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="612" name="Constant_10644" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="383417520" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="613" name="__module.roberta.encoder.layer.9.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="775,input.165"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="614" name="__module.roberta.encoder.layer.9.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="777,input.167"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="615" name="__module.roberta.encoder.layer.9.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="616" name="__module.roberta.encoder.layer.9.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="617" name="Constant_10645" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="383420592" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="618" name="__module.roberta.encoder.layer.9.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="619" name="Constant_10646" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="383423664" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="620" name="__module.roberta.encoder.layer.9.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="781,hidden_states.61"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="621" name="self.roberta.encoder.layer.10.attention.self.query.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="383426736" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.10.attention.self.query.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="622" name="__module.roberta.encoder.layer.10.attention.self.query/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="623" name="Constant_10647" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="385786032" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="624" name="__module.roberta.encoder.layer.10.attention.self.query/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="794,x.121"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="625" name="__module.roberta.encoder.layer.10.attention.self/prim::ListConstruct" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="626" name="__module.roberta.encoder.layer.10.attention.self/aten::view/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="798,x.123"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="627" name="Constant_2613" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="799"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="628" name="__module.roberta.encoder.layer.10.attention.self/aten::permute/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="800,query_layer.21"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="629" name="self.roberta.encoder.layer.10.attention.self.key.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="385789104" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.10.attention.self.key.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="630" name="__module.roberta.encoder.layer.10.attention.self.key/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="631" name="Constant_10648" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="388148400" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="632" name="__module.roberta.encoder.layer.10.attention.self.key/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="803,x.125"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="633" name="__module.roberta.encoder.layer.10.attention.self/prim::ListConstruct_1" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="634" name="__module.roberta.encoder.layer.10.attention.self/aten::view/Reshape_1" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="807,x.127"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="635" name="Constant_2647" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="808"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="636" name="__module.roberta.encoder.layer.10.attention.self/aten::permute/Transpose_1" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="809,key_layer.21"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="637" name="self.roberta.encoder.layer.10.attention.self.value.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="388151472" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.10.attention.self.value.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="638" name="__module.roberta.encoder.layer.10.attention.self.value/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="639" name="Constant_10649" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="390510768" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="640" name="__module.roberta.encoder.layer.10.attention.self.value/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="812,x.129"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="641" name="__module.roberta.encoder.layer.10.attention.self/prim::ListConstruct_2" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="642" name="__module.roberta.encoder.layer.10.attention.self/aten::view/Reshape_2" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="816,x.131"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="643" name="Constant_2681" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="817"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="644" name="__module.roberta.encoder.layer.10.attention.self/aten::permute/Transpose_2" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="818,value_layer.21"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="645" name="__module.roberta.encoder.layer.10.attention.self/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13"> |
| <data causal="false" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="3" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="4" precision="FP32" names="819,attn_output.41"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="646" name="__module.roberta.encoder.layer.10.attention.self/aten::transpose/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="4" offset="106998920" size="16" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="647" name="__module.roberta.encoder.layer.10.attention.self/aten::transpose/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="820,attn_output.43"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="648" name="Constant_10866" type="Const" version="opset1"> |
| <data element_type="i64" shape="3" offset="106998936" size="24" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="649" name="__module.roberta.encoder.layer.10.attention.self/aten::reshape/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="822,input.169"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="650" name="self.roberta.encoder.layer.10.attention.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="390513840" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.10.attention.output.dense.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="651" name="__module.roberta.encoder.layer.10.attention.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="652" name="Constant_10650" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="392873136" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="653" name="__module.roberta.encoder.layer.10.attention.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="827,input.171"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="654" name="__module.roberta.encoder.layer.10.attention.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="829,input.173"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="655" name="__module.roberta.encoder.layer.10.attention.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="656" name="__module.roberta.encoder.layer.10.attention.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="657" name="Constant_10651" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="392876208" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="658" name="__module.roberta.encoder.layer.10.attention.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="659" name="Constant_10652" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="392879280" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="660" name="__module.roberta.encoder.layer.10.attention.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="833,input.175"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="661" name="self.roberta.encoder.layer.10.intermediate.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="3072, 768" offset="392882352" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.10.intermediate.dense.weight"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="662" name="__module.roberta.encoder.layer.10.intermediate.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="663" name="Constant_10653" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 3072" offset="402319536" size="12288" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="664" name="__module.roberta.encoder.layer.10.intermediate.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="837,input.177"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="665" name="__module.roberta.encoder.layer.10.intermediate.intermediate_act_fn/aten::gelu/Gelu" type="Gelu" version="opset7"> |
| <data approximation_mode="ERF" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="FP32" names="838,input.179"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="666" name="self.roberta.encoder.layer.10.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 3072" offset="402331824" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.10.output.dense.weight"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="667" name="__module.roberta.encoder.layer.10.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="668" name="Constant_10654" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="411769008" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="669" name="__module.roberta.encoder.layer.10.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="843,input.181"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="670" name="__module.roberta.encoder.layer.10.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="845,input.183"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="671" name="__module.roberta.encoder.layer.10.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="672" name="__module.roberta.encoder.layer.10.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="673" name="Constant_10655" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="411772080" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="674" name="__module.roberta.encoder.layer.10.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="675" name="Constant_10656" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="411775152" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="676" name="__module.roberta.encoder.layer.10.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="849,hidden_states.67"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="677" name="self.roberta.encoder.layer.11.attention.self.query.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="411778224" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.11.attention.self.query.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="678" name="__module.roberta.encoder.layer.11.attention.self.query/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="679" name="Constant_10657" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="414137520" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="680" name="__module.roberta.encoder.layer.11.attention.self.query/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="862,x.133"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="681" name="__module.roberta.encoder.layer.11.attention.self/prim::ListConstruct" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="682" name="__module.roberta.encoder.layer.11.attention.self/aten::view/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="866,x.135"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="683" name="Constant_2847" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="867"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="684" name="__module.roberta.encoder.layer.11.attention.self/aten::permute/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="868,query_layer"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="685" name="self.roberta.encoder.layer.11.attention.self.key.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="414140592" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.11.attention.self.key.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="686" name="__module.roberta.encoder.layer.11.attention.self.key/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="687" name="Constant_10658" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="416499888" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="688" name="__module.roberta.encoder.layer.11.attention.self.key/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="871,x.137"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="689" name="__module.roberta.encoder.layer.11.attention.self/prim::ListConstruct_1" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="690" name="__module.roberta.encoder.layer.11.attention.self/aten::view/Reshape_1" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="875,x.139"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="691" name="Constant_2881" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="876"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="692" name="__module.roberta.encoder.layer.11.attention.self/aten::permute/Transpose_1" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="877,key_layer"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="693" name="self.roberta.encoder.layer.11.attention.self.value.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="416502960" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.11.attention.self.value.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="694" name="__module.roberta.encoder.layer.11.attention.self.value/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="695" name="Constant_10659" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="418862256" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="696" name="__module.roberta.encoder.layer.11.attention.self.value/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="880,x.141"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="697" name="__module.roberta.encoder.layer.11.attention.self/prim::ListConstruct_2" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274088" size="32" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="698" name="__module.roberta.encoder.layer.11.attention.self/aten::view/Reshape_2" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="884,x.143"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="699" name="Constant_2915" type="Const" version="opset1"> |
| <data element_type="i64" shape="4" offset="102274120" size="32" /> |
| <output> |
| <port id="0" precision="I64" names="885"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="700" name="__module.roberta.encoder.layer.11.attention.self/aten::permute/Transpose_2" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="886,value_layer"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="701" name="__module.roberta.encoder.layer.11.attention.self/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13"> |
| <data causal="false" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="3" precision="FP32"> |
| <dim>-1</dim> |
| <dim>1</dim> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="4" precision="FP32" names="887,attn_output.45"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="702" name="__module.roberta.encoder.layer.11.attention.self/aten::transpose/Constant" type="Const" version="opset1"> |
| <data element_type="i32" shape="4" offset="106998920" size="16" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="703" name="__module.roberta.encoder.layer.11.attention.self/aten::transpose/Transpose" type="Transpose" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>-1</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>4</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="888,attn_output"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="704" name="Constant_10867" type="Const" version="opset1"> |
| <data element_type="i64" shape="3" offset="106998936" size="24" /> |
| <output> |
| <port id="0" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="705" name="__module.roberta.encoder.layer.11.attention.self/aten::reshape/Reshape" type="Reshape" version="opset1"> |
| <data special_zero="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>12</dim> |
| <dim>64</dim> |
| </port> |
| <port id="1" precision="I64"> |
| <dim>3</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="890,input.185"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="706" name="self.roberta.encoder.layer.11.attention.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="418865328" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.11.attention.output.dense.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="707" name="__module.roberta.encoder.layer.11.attention.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="708" name="Constant_10660" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="421224624" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="709" name="__module.roberta.encoder.layer.11.attention.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="895,input.187"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="710" name="__module.roberta.encoder.layer.11.attention.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="897,input.189"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="711" name="__module.roberta.encoder.layer.11.attention.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="712" name="__module.roberta.encoder.layer.11.attention.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="713" name="Constant_10661" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="421227696" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="714" name="__module.roberta.encoder.layer.11.attention.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="715" name="Constant_10662" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="421230768" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="716" name="__module.roberta.encoder.layer.11.attention.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="901,input.191"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="717" name="self.roberta.encoder.layer.11.intermediate.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="3072, 768" offset="421233840" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.11.intermediate.dense.weight"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="718" name="__module.roberta.encoder.layer.11.intermediate.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>3072</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="719" name="Constant_10663" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 3072" offset="430671024" size="12288" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="720" name="__module.roberta.encoder.layer.11.intermediate.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="905,input.193"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="721" name="__module.roberta.encoder.layer.11.intermediate.intermediate_act_fn/aten::gelu/Gelu" type="Gelu" version="opset7"> |
| <data approximation_mode="ERF" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="FP32" names="906,input.195"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="722" name="self.roberta.encoder.layer.11.output.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 3072" offset="430683312" size="9437184" /> |
| <output> |
| <port id="0" precision="FP32" names="self.roberta.encoder.layer.11.output.dense.weight"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="723" name="__module.roberta.encoder.layer.11.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>3072</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>3072</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="724" name="Constant_10664" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="440120496" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="725" name="__module.roberta.encoder.layer.11.output.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="911,input.197"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="726" name="__module.roberta.encoder.layer.11.output/aten::add/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="913,input.199"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="727" name="__module.roberta.encoder.layer.11.output.LayerNorm/aten::layer_norm/Multiply" type="Const" version="opset1"> |
| <data element_type="i32" shape="1" offset="99905572" size="4" /> |
| <output> |
| <port id="0" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="728" name="__module.roberta.encoder.layer.11.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> |
| <data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I32"> |
| <dim>1</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="729" name="Constant_10665" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="440123568" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="730" name="__module.roberta.encoder.layer.11.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="731" name="Constant_10666" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 1, 768" offset="440126640" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="732" name="__module.roberta.encoder.layer.11.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="917,926,features"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="733" name="922" type="Const" version="opset1"> |
| <data element_type="i64" shape="" offset="98326548" size="8" /> |
| <output> |
| <port id="0" precision="I64" names="922" /> |
| </output> |
| </layer> |
| <layer id="734" name="920" type="Const" version="opset1"> |
| <data element_type="i64" shape="" offset="98326556" size="8" /> |
| <output> |
| <port id="0" precision="I64" names="920" /> |
| </output> |
| </layer> |
| <layer id="735" name="__module.classifier/aten::select/Gather" type="Gather" version="opset8"> |
| <data batch_dims="0" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="I64" /> |
| <port id="2" precision="I64" /> |
| </input> |
| <output> |
| <port id="3" precision="FP32" names="927,928,input.201"> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="736" name="self.classifier.dense.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="768, 768" offset="440129712" size="2359296" /> |
| <output> |
| <port id="0" precision="FP32" names="self.classifier.dense.weight"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="737" name="__module.classifier.dense/aten::linear/MatMul" type="MatMul" version="opset1"> |
| <data transpose_a="false" transpose_b="true" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>768</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="738" name="Constant_10667" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 768" offset="442489008" size="3072" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="739" name="__module.classifier.dense/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="932,x"> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="740" name="__module.classifier/aten::tanh/Tanh" type="Tanh" version="opset1"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="1" precision="FP32" names="933,input.205"> |
| <dim>-1</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="741" name="self.classifier.out_proj.weight" type="Const" version="opset1"> |
| <data element_type="f32" shape="3, 768" offset="442492080" size="9216" /> |
| <output> |
| <port id="0" precision="FP32" names="self.classifier.out_proj.weight"> |
| <dim>3</dim> |
| <dim>768</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="742" name="__module.classifier.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>768</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>3</dim> |
| <dim>768</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32"> |
| <dim>-1</dim> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="743" name="Constant_10668" type="Const" version="opset1"> |
| <data element_type="f32" shape="1, 3" offset="442501296" size="12" /> |
| <output> |
| <port id="0" precision="FP32"> |
| <dim>1</dim> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="744" name="__module.classifier.out_proj/aten::linear/Add" type="Add" version="opset1"> |
| <data auto_broadcast="numpy" /> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>3</dim> |
| </port> |
| <port id="1" precision="FP32"> |
| <dim>1</dim> |
| <dim>3</dim> |
| </port> |
| </input> |
| <output> |
| <port id="2" precision="FP32" names="logits"> |
| <dim>-1</dim> |
| <dim>3</dim> |
| </port> |
| </output> |
| </layer> |
| <layer id="745" name="Result_3145" type="Result" version="opset1" output_names="logits"> |
| <input> |
| <port id="0" precision="FP32"> |
| <dim>-1</dim> |
| <dim>3</dim> |
| </port> |
| </input> |
| </layer> |
| </layers> |
| <edges> |
| <edge from-layer="0" from-port="0" to-layer="66" to-port="0" /> |
| <edge from-layer="1" from-port="0" to-layer="3" to-port="0" /> |
| <edge from-layer="1" from-port="0" to-layer="23" to-port="0" /> |
| <edge from-layer="1" from-port="0" to-layer="9" to-port="0" /> |
| <edge from-layer="2" from-port="0" to-layer="5" to-port="0" /> |
| <edge from-layer="3" from-port="1" to-layer="5" to-port="1" /> |
| <edge from-layer="4" from-port="0" to-layer="5" to-port="2" /> |
| <edge from-layer="5" from-port="3" to-layer="20" to-port="0" /> |
| <edge from-layer="6" from-port="0" to-layer="19" to-port="0" /> |
| <edge from-layer="7" from-port="0" to-layer="15" to-port="0" /> |
| <edge from-layer="8" from-port="0" to-layer="15" to-port="1" /> |
| <edge from-layer="9" from-port="1" to-layer="75" to-port="0" /> |
| <edge from-layer="9" from-port="1" to-layer="71" to-port="0" /> |
| <edge from-layer="9" from-port="1" to-layer="12" to-port="0" /> |
| <edge from-layer="9" from-port="1" to-layer="16" to-port="1" /> |
| <edge from-layer="10" from-port="0" to-layer="12" to-port="1" /> |
| <edge from-layer="11" from-port="0" to-layer="12" to-port="2" /> |
| <edge from-layer="12" from-port="3" to-layer="15" to-port="2" /> |
| <edge from-layer="13" from-port="0" to-layer="15" to-port="3" /> |
| <edge from-layer="14" from-port="0" to-layer="15" to-port="4" /> |
| <edge from-layer="15" from-port="5" to-layer="16" to-port="0" /> |
| <edge from-layer="16" from-port="2" to-layer="17" to-port="0" /> |
| <edge from-layer="17" from-port="1" to-layer="19" to-port="1" /> |
| <edge from-layer="18" from-port="0" to-layer="19" to-port="2" /> |
| <edge from-layer="19" from-port="3" to-layer="20" to-port="1" /> |
| <edge from-layer="20" from-port="2" to-layer="34" to-port="0" /> |
| <edge from-layer="21" from-port="0" to-layer="33" 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="27" to-port="1" /> |
| <edge from-layer="24" from-port="1" to-layer="26" to-port="0" /> |
| <edge from-layer="25" from-port="0" to-layer="66" to-port="1" /> |
| <edge from-layer="25" from-port="0" to-layer="26" to-port="1" /> |
| <edge from-layer="26" from-port="2" to-layer="27" to-port="0" /> |
| <edge from-layer="27" from-port="2" to-layer="28" to-port="0" /> |
| <edge from-layer="28" from-port="1" to-layer="30" 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="31" to-port="0" /> |
| <edge from-layer="31" from-port="1" to-layer="33" to-port="1" /> |
| <edge from-layer="32" from-port="0" to-layer="33" to-port="2" /> |
| <edge from-layer="33" from-port="3" to-layer="34" to-port="1" /> |
| <edge from-layer="34" from-port="2" to-layer="36" to-port="0" /> |
| <edge from-layer="35" from-port="0" to-layer="36" to-port="1" /> |
| <edge from-layer="36" from-port="2" to-layer="38" to-port="0" /> |
| <edge from-layer="37" from-port="0" to-layer="38" to-port="1" /> |
| <edge from-layer="38" from-port="2" to-layer="40" to-port="0" /> |
| <edge from-layer="39" from-port="0" to-layer="40" to-port="1" /> |
| <edge from-layer="40" from-port="2" to-layer="50" to-port="0" /> |
| <edge from-layer="40" from-port="2" to-layer="58" to-port="0" /> |
| <edge from-layer="40" from-port="2" to-layer="94" to-port="1" /> |
| <edge from-layer="40" from-port="2" to-layer="42" to-port="0" /> |
| <edge from-layer="41" from-port="0" to-layer="42" to-port="1" /> |
| <edge from-layer="42" from-port="2" to-layer="44" to-port="0" /> |
| <edge from-layer="43" from-port="0" to-layer="44" to-port="1" /> |
| <edge from-layer="44" from-port="2" to-layer="46" to-port="0" /> |
| <edge from-layer="45" from-port="0" to-layer="46" to-port="1" /> |
| <edge from-layer="46" from-port="2" to-layer="48" to-port="0" /> |
| <edge from-layer="47" from-port="0" to-layer="48" to-port="1" /> |
| <edge from-layer="48" from-port="2" to-layer="85" to-port="0" /> |
| <edge from-layer="49" from-port="0" to-layer="50" to-port="1" /> |
| <edge from-layer="50" from-port="2" to-layer="52" to-port="0" /> |
| <edge from-layer="51" from-port="0" to-layer="52" to-port="1" /> |
| <edge from-layer="52" from-port="2" to-layer="54" to-port="0" /> |
| <edge from-layer="53" from-port="0" to-layer="54" to-port="1" /> |
| <edge from-layer="54" from-port="2" to-layer="56" to-port="0" /> |
| <edge from-layer="55" from-port="0" to-layer="56" to-port="1" /> |
| <edge from-layer="56" from-port="2" to-layer="85" to-port="1" /> |
| <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="62" to-port="0" /> |
| <edge from-layer="61" from-port="0" 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="85" to-port="2" /> |
| <edge from-layer="65" from-port="0" to-layer="81" to-port="0" /> |
| <edge from-layer="66" from-port="2" to-layer="68" to-port="0" /> |
| <edge from-layer="67" from-port="0" to-layer="68" to-port="1" /> |
| <edge from-layer="68" from-port="2" to-layer="77" to-port="0" /> |
| <edge from-layer="69" from-port="0" to-layer="71" to-port="1" /> |
| <edge from-layer="70" from-port="0" to-layer="71" to-port="2" /> |
| <edge from-layer="71" from-port="3" to-layer="76" to-port="0" /> |
| <edge from-layer="72" from-port="0" to-layer="76" to-port="1" /> |
| <edge from-layer="73" from-port="0" to-layer="75" to-port="1" /> |
| <edge from-layer="74" from-port="0" to-layer="75" to-port="2" /> |
| <edge from-layer="75" from-port="3" to-layer="76" to-port="2" /> |
| <edge from-layer="76" from-port="3" 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="80" to-port="0" /> |
| <edge from-layer="79" from-port="0" to-layer="80" to-port="1" /> |
| <edge from-layer="80" from-port="2" to-layer="81" to-port="1" /> |
| <edge from-layer="81" from-port="2" to-layer="84" to-port="2" /> |
| <edge from-layer="81" from-port="2" to-layer="82" to-port="0" /> |
| <edge from-layer="82" from-port="1" to-layer="84" to-port="0" /> |
| <edge from-layer="83" from-port="0" to-layer="84" to-port="1" /> |
| <edge from-layer="84" from-port="3" to-layer="141" to-port="3" /> |
| <edge from-layer="84" from-port="3" to-layer="421" to-port="3" /> |
| <edge from-layer="84" from-port="3" to-layer="197" to-port="3" /> |
| <edge from-layer="84" from-port="3" to-layer="253" to-port="3" /> |
| <edge from-layer="84" from-port="3" to-layer="309" to-port="3" /> |
| <edge from-layer="84" from-port="3" to-layer="365" to-port="3" /> |
| <edge from-layer="84" from-port="3" to-layer="701" to-port="3" /> |
| <edge from-layer="84" from-port="3" to-layer="645" to-port="3" /> |
| <edge from-layer="84" from-port="3" to-layer="589" to-port="3" /> |
| <edge from-layer="84" from-port="3" to-layer="533" to-port="3" /> |
| <edge from-layer="84" from-port="3" to-layer="477" to-port="3" /> |
| <edge from-layer="84" from-port="3" to-layer="85" to-port="3" /> |
| <edge from-layer="85" from-port="4" to-layer="87" to-port="0" /> |
| <edge from-layer="86" from-port="0" to-layer="87" to-port="1" /> |
| <edge from-layer="87" from-port="2" to-layer="89" to-port="0" /> |
| <edge from-layer="88" from-port="0" to-layer="89" to-port="1" /> |
| <edge from-layer="89" from-port="2" to-layer="91" to-port="0" /> |
| <edge from-layer="90" from-port="0" to-layer="91" to-port="1" /> |
| <edge from-layer="91" from-port="2" to-layer="93" to-port="0" /> |
| <edge from-layer="92" from-port="0" to-layer="93" to-port="1" /> |
| <edge from-layer="93" from-port="2" to-layer="94" to-port="0" /> |
| <edge from-layer="94" from-port="2" to-layer="96" to-port="0" /> |
| <edge from-layer="95" from-port="0" to-layer="96" to-port="1" /> |
| <edge from-layer="96" from-port="2" to-layer="98" to-port="0" /> |
| <edge from-layer="97" from-port="0" to-layer="98" to-port="1" /> |
| <edge from-layer="98" from-port="2" to-layer="100" to-port="0" /> |
| <edge from-layer="99" from-port="0" to-layer="100" to-port="1" /> |
| <edge from-layer="100" from-port="2" to-layer="110" to-port="1" /> |
| <edge from-layer="100" from-port="2" to-layer="102" to-port="0" /> |
| <edge from-layer="101" from-port="0" to-layer="102" to-port="1" /> |
| <edge from-layer="102" from-port="2" to-layer="104" to-port="0" /> |
| <edge from-layer="103" from-port="0" to-layer="104" to-port="1" /> |
| <edge from-layer="104" from-port="2" to-layer="105" to-port="0" /> |
| <edge from-layer="105" from-port="1" to-layer="107" to-port="0" /> |
| <edge from-layer="106" from-port="0" to-layer="107" to-port="1" /> |
| <edge from-layer="107" from-port="2" to-layer="109" to-port="0" /> |
| <edge from-layer="108" from-port="0" to-layer="109" to-port="1" /> |
| <edge from-layer="109" from-port="2" to-layer="110" to-port="0" /> |
| <edge from-layer="110" from-port="2" to-layer="112" to-port="0" /> |
| <edge from-layer="111" from-port="0" to-layer="112" to-port="1" /> |
| <edge from-layer="112" from-port="2" to-layer="114" to-port="0" /> |
| <edge from-layer="113" from-port="0" to-layer="114" to-port="1" /> |
| <edge from-layer="114" from-port="2" to-layer="116" to-port="0" /> |
| <edge from-layer="115" from-port="0" to-layer="116" to-port="1" /> |
| <edge from-layer="116" from-port="2" to-layer="126" to-port="0" /> |
| <edge from-layer="116" from-port="2" to-layer="118" to-port="0" /> |
| <edge from-layer="116" from-port="2" to-layer="134" to-port="0" /> |
| <edge from-layer="116" from-port="2" to-layer="150" to-port="1" /> |
| <edge from-layer="117" from-port="0" to-layer="118" to-port="1" /> |
| <edge from-layer="118" from-port="2" to-layer="120" to-port="0" /> |
| <edge from-layer="119" from-port="0" to-layer="120" to-port="1" /> |
| <edge from-layer="120" from-port="2" to-layer="122" to-port="0" /> |
| <edge from-layer="121" from-port="0" to-layer="122" to-port="1" /> |
| <edge from-layer="122" from-port="2" to-layer="124" to-port="0" /> |
| <edge from-layer="123" from-port="0" to-layer="124" to-port="1" /> |
| <edge from-layer="124" from-port="2" to-layer="141" to-port="0" /> |
| <edge from-layer="125" from-port="0" to-layer="126" to-port="1" /> |
| <edge from-layer="126" from-port="2" to-layer="128" to-port="0" /> |
| <edge from-layer="127" from-port="0" to-layer="128" to-port="1" /> |
| <edge from-layer="128" from-port="2" to-layer="130" to-port="0" /> |
| <edge from-layer="129" from-port="0" to-layer="130" to-port="1" /> |
| <edge from-layer="130" from-port="2" to-layer="132" to-port="0" /> |
| <edge from-layer="131" from-port="0" to-layer="132" to-port="1" /> |
| <edge from-layer="132" from-port="2" to-layer="141" to-port="1" /> |
| <edge from-layer="133" from-port="0" to-layer="134" to-port="1" /> |
| <edge from-layer="134" from-port="2" to-layer="136" to-port="0" /> |
| <edge from-layer="135" from-port="0" to-layer="136" to-port="1" /> |
| <edge from-layer="136" from-port="2" to-layer="138" to-port="0" /> |
| <edge from-layer="137" from-port="0" to-layer="138" to-port="1" /> |
| <edge from-layer="138" from-port="2" to-layer="140" 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="141" to-port="2" /> |
| <edge from-layer="141" from-port="4" to-layer="143" to-port="0" /> |
| <edge from-layer="142" from-port="0" to-layer="143" to-port="1" /> |
| <edge from-layer="143" from-port="2" to-layer="145" to-port="0" /> |
| <edge from-layer="144" from-port="0" to-layer="145" to-port="1" /> |
| <edge from-layer="145" from-port="2" to-layer="147" to-port="0" /> |
| <edge from-layer="146" from-port="0" to-layer="147" to-port="1" /> |
| <edge from-layer="147" from-port="2" to-layer="149" to-port="0" /> |
| <edge from-layer="148" from-port="0" to-layer="149" to-port="1" /> |
| <edge from-layer="149" from-port="2" to-layer="150" to-port="0" /> |
| <edge from-layer="150" from-port="2" to-layer="152" to-port="0" /> |
| <edge from-layer="151" from-port="0" to-layer="152" to-port="1" /> |
| <edge from-layer="152" from-port="2" to-layer="154" to-port="0" /> |
| <edge from-layer="153" from-port="0" to-layer="154" to-port="1" /> |
| <edge from-layer="154" from-port="2" to-layer="156" to-port="0" /> |
| <edge from-layer="155" from-port="0" to-layer="156" to-port="1" /> |
| <edge from-layer="156" from-port="2" to-layer="166" to-port="1" /> |
| <edge from-layer="156" from-port="2" to-layer="158" to-port="0" /> |
| <edge from-layer="157" from-port="0" to-layer="158" to-port="1" /> |
| <edge from-layer="158" from-port="2" to-layer="160" to-port="0" /> |
| <edge from-layer="159" from-port="0" to-layer="160" to-port="1" /> |
| <edge from-layer="160" from-port="2" to-layer="161" to-port="0" /> |
| <edge from-layer="161" from-port="1" to-layer="163" to-port="0" /> |
| <edge from-layer="162" from-port="0" to-layer="163" to-port="1" /> |
| <edge from-layer="163" from-port="2" to-layer="165" to-port="0" /> |
| <edge from-layer="164" from-port="0" to-layer="165" to-port="1" /> |
| <edge from-layer="165" from-port="2" to-layer="166" to-port="0" /> |
| <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="172" to-port="0" /> |
| <edge from-layer="171" from-port="0" to-layer="172" to-port="1" /> |
| <edge from-layer="172" from-port="2" to-layer="206" to-port="1" /> |
| <edge from-layer="172" from-port="2" to-layer="174" to-port="0" /> |
| <edge from-layer="172" from-port="2" to-layer="190" to-port="0" /> |
| <edge from-layer="172" from-port="2" to-layer="182" 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="178" to-port="0" /> |
| <edge from-layer="177" from-port="0" to-layer="178" to-port="1" /> |
| <edge from-layer="178" from-port="2" to-layer="180" to-port="0" /> |
| <edge from-layer="179" from-port="0" to-layer="180" to-port="1" /> |
| <edge from-layer="180" from-port="2" to-layer="197" to-port="0" /> |
| <edge from-layer="181" from-port="0" to-layer="182" to-port="1" /> |
| <edge from-layer="182" from-port="2" to-layer="184" to-port="0" /> |
| <edge from-layer="183" from-port="0" to-layer="184" to-port="1" /> |
| <edge from-layer="184" from-port="2" to-layer="186" to-port="0" /> |
| <edge from-layer="185" from-port="0" to-layer="186" to-port="1" /> |
| <edge from-layer="186" from-port="2" to-layer="188" to-port="0" /> |
| <edge from-layer="187" from-port="0" to-layer="188" to-port="1" /> |
| <edge from-layer="188" from-port="2" to-layer="197" to-port="1" /> |
| <edge from-layer="189" from-port="0" to-layer="190" to-port="1" /> |
| <edge from-layer="190" from-port="2" to-layer="192" to-port="0" /> |
| <edge from-layer="191" from-port="0" to-layer="192" to-port="1" /> |
| <edge from-layer="192" from-port="2" to-layer="194" to-port="0" /> |
| <edge from-layer="193" from-port="0" to-layer="194" to-port="1" /> |
| <edge from-layer="194" from-port="2" to-layer="196" to-port="0" /> |
| <edge from-layer="195" from-port="0" to-layer="196" to-port="1" /> |
| <edge from-layer="196" from-port="2" to-layer="197" to-port="2" /> |
| <edge from-layer="197" from-port="4" to-layer="199" to-port="0" /> |
| <edge from-layer="198" from-port="0" to-layer="199" to-port="1" /> |
| <edge from-layer="199" from-port="2" to-layer="201" to-port="0" /> |
| <edge from-layer="200" from-port="0" to-layer="201" to-port="1" /> |
| <edge from-layer="201" from-port="2" to-layer="203" to-port="0" /> |
| <edge from-layer="202" from-port="0" to-layer="203" to-port="1" /> |
| <edge from-layer="203" from-port="2" to-layer="205" to-port="0" /> |
| <edge from-layer="204" from-port="0" to-layer="205" to-port="1" /> |
| <edge from-layer="205" from-port="2" to-layer="206" to-port="0" /> |
| <edge from-layer="206" from-port="2" to-layer="208" to-port="0" /> |
| <edge from-layer="207" from-port="0" to-layer="208" to-port="1" /> |
| <edge from-layer="208" from-port="2" to-layer="210" to-port="0" /> |
| <edge from-layer="209" from-port="0" to-layer="210" to-port="1" /> |
| <edge from-layer="210" from-port="2" to-layer="212" to-port="0" /> |
| <edge from-layer="211" from-port="0" to-layer="212" to-port="1" /> |
| <edge from-layer="212" from-port="2" to-layer="222" to-port="1" /> |
| <edge from-layer="212" from-port="2" to-layer="214" to-port="0" /> |
| <edge from-layer="213" from-port="0" to-layer="214" to-port="1" /> |
| <edge from-layer="214" from-port="2" to-layer="216" 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="217" to-port="0" /> |
| <edge from-layer="217" from-port="1" to-layer="219" to-port="0" /> |
| <edge from-layer="218" from-port="0" to-layer="219" to-port="1" /> |
| <edge from-layer="219" from-port="2" to-layer="221" to-port="0" /> |
| <edge from-layer="220" from-port="0" to-layer="221" to-port="1" /> |
| <edge from-layer="221" from-port="2" to-layer="222" to-port="0" /> |
| <edge from-layer="222" from-port="2" to-layer="224" to-port="0" /> |
| <edge from-layer="223" from-port="0" to-layer="224" to-port="1" /> |
| <edge from-layer="224" from-port="2" to-layer="226" to-port="0" /> |
| <edge from-layer="225" from-port="0" to-layer="226" to-port="1" /> |
| <edge from-layer="226" from-port="2" to-layer="228" to-port="0" /> |
| <edge from-layer="227" from-port="0" to-layer="228" to-port="1" /> |
| <edge from-layer="228" from-port="2" to-layer="238" to-port="0" /> |
| <edge from-layer="228" from-port="2" to-layer="246" to-port="0" /> |
| <edge from-layer="228" from-port="2" to-layer="230" to-port="0" /> |
| <edge from-layer="228" from-port="2" to-layer="262" to-port="1" /> |
| <edge from-layer="229" from-port="0" to-layer="230" to-port="1" /> |
| <edge from-layer="230" from-port="2" to-layer="232" to-port="0" /> |
| <edge from-layer="231" from-port="0" to-layer="232" to-port="1" /> |
| <edge from-layer="232" from-port="2" to-layer="234" to-port="0" /> |
| <edge from-layer="233" from-port="0" to-layer="234" to-port="1" /> |
| <edge from-layer="234" from-port="2" to-layer="236" to-port="0" /> |
| <edge from-layer="235" from-port="0" to-layer="236" to-port="1" /> |
| <edge from-layer="236" from-port="2" to-layer="253" to-port="0" /> |
| <edge from-layer="237" from-port="0" to-layer="238" to-port="1" /> |
| <edge from-layer="238" from-port="2" to-layer="240" to-port="0" /> |
| <edge from-layer="239" from-port="0" to-layer="240" to-port="1" /> |
| <edge from-layer="240" from-port="2" to-layer="242" to-port="0" /> |
| <edge from-layer="241" from-port="0" to-layer="242" to-port="1" /> |
| <edge from-layer="242" from-port="2" to-layer="244" to-port="0" /> |
| <edge from-layer="243" from-port="0" to-layer="244" to-port="1" /> |
| <edge from-layer="244" from-port="2" to-layer="253" to-port="1" /> |
| <edge from-layer="245" from-port="0" to-layer="246" to-port="1" /> |
| <edge from-layer="246" from-port="2" to-layer="248" to-port="0" /> |
| <edge from-layer="247" from-port="0" to-layer="248" to-port="1" /> |
| <edge from-layer="248" from-port="2" to-layer="250" to-port="0" /> |
| <edge from-layer="249" from-port="0" to-layer="250" to-port="1" /> |
| <edge from-layer="250" from-port="2" to-layer="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="253" to-port="2" /> |
| <edge from-layer="253" from-port="4" to-layer="255" to-port="0" /> |
| <edge from-layer="254" from-port="0" to-layer="255" to-port="1" /> |
| <edge from-layer="255" from-port="2" to-layer="257" to-port="0" /> |
| <edge from-layer="256" from-port="0" to-layer="257" to-port="1" /> |
| <edge from-layer="257" from-port="2" to-layer="259" to-port="0" /> |
| <edge from-layer="258" from-port="0" to-layer="259" to-port="1" /> |
| <edge from-layer="259" from-port="2" to-layer="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="262" to-port="0" /> |
| <edge from-layer="262" from-port="2" to-layer="264" to-port="0" /> |
| <edge from-layer="263" from-port="0" to-layer="264" to-port="1" /> |
| <edge from-layer="264" from-port="2" to-layer="266" to-port="0" /> |
| <edge from-layer="265" from-port="0" to-layer="266" to-port="1" /> |
| <edge from-layer="266" from-port="2" to-layer="268" to-port="0" /> |
| <edge from-layer="267" from-port="0" to-layer="268" to-port="1" /> |
| <edge from-layer="268" from-port="2" to-layer="270" to-port="0" /> |
| <edge from-layer="268" from-port="2" to-layer="278" to-port="1" /> |
| <edge from-layer="269" from-port="0" to-layer="270" to-port="1" /> |
| <edge from-layer="270" from-port="2" to-layer="272" to-port="0" /> |
| <edge from-layer="271" from-port="0" to-layer="272" to-port="1" /> |
| <edge from-layer="272" from-port="2" to-layer="273" to-port="0" /> |
| <edge from-layer="273" from-port="1" to-layer="275" to-port="0" /> |
| <edge from-layer="274" from-port="0" to-layer="275" to-port="1" /> |
| <edge from-layer="275" from-port="2" to-layer="277" to-port="0" /> |
| <edge from-layer="276" from-port="0" to-layer="277" to-port="1" /> |
| <edge from-layer="277" from-port="2" to-layer="278" to-port="0" /> |
| <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="282" to-port="0" /> |
| <edge from-layer="281" from-port="0" 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="302" to-port="0" /> |
| <edge from-layer="284" from-port="2" to-layer="294" to-port="0" /> |
| <edge from-layer="284" from-port="2" to-layer="286" to-port="0" /> |
| <edge from-layer="284" from-port="2" to-layer="318" to-port="1" /> |
| <edge from-layer="285" from-port="0" to-layer="286" to-port="1" /> |
| <edge from-layer="286" from-port="2" to-layer="288" to-port="0" /> |
| <edge from-layer="287" from-port="0" to-layer="288" to-port="1" /> |
| <edge from-layer="288" from-port="2" to-layer="290" to-port="0" /> |
| <edge from-layer="289" from-port="0" to-layer="290" to-port="1" /> |
| <edge from-layer="290" from-port="2" to-layer="292" to-port="0" /> |
| <edge from-layer="291" from-port="0" to-layer="292" to-port="1" /> |
| <edge from-layer="292" from-port="2" to-layer="309" to-port="0" /> |
| <edge from-layer="293" from-port="0" to-layer="294" to-port="1" /> |
| <edge from-layer="294" from-port="2" to-layer="296" to-port="0" /> |
| <edge from-layer="295" from-port="0" to-layer="296" to-port="1" /> |
| <edge from-layer="296" from-port="2" to-layer="298" to-port="0" /> |
| <edge from-layer="297" from-port="0" to-layer="298" to-port="1" /> |
| <edge from-layer="298" from-port="2" to-layer="300" to-port="0" /> |
| <edge from-layer="299" from-port="0" to-layer="300" to-port="1" /> |
| <edge from-layer="300" from-port="2" to-layer="309" to-port="1" /> |
| <edge from-layer="301" from-port="0" to-layer="302" to-port="1" /> |
| <edge from-layer="302" from-port="2" to-layer="304" to-port="0" /> |
| <edge from-layer="303" from-port="0" to-layer="304" to-port="1" /> |
| <edge from-layer="304" from-port="2" to-layer="306" to-port="0" /> |
| <edge from-layer="305" from-port="0" 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="309" to-port="2" /> |
| <edge from-layer="309" from-port="4" to-layer="311" to-port="0" /> |
| <edge from-layer="310" from-port="0" to-layer="311" to-port="1" /> |
| <edge from-layer="311" from-port="2" to-layer="313" to-port="0" /> |
| <edge from-layer="312" from-port="0" to-layer="313" to-port="1" /> |
| <edge from-layer="313" from-port="2" to-layer="315" to-port="0" /> |
| <edge from-layer="314" from-port="0" 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="318" to-port="0" /> |
| <edge from-layer="318" from-port="2" to-layer="320" to-port="0" /> |
| <edge from-layer="319" from-port="0" to-layer="320" to-port="1" /> |
| <edge from-layer="320" from-port="2" to-layer="322" to-port="0" /> |
| <edge from-layer="321" from-port="0" to-layer="322" to-port="1" /> |
| <edge from-layer="322" from-port="2" to-layer="324" to-port="0" /> |
| <edge from-layer="323" from-port="0" to-layer="324" to-port="1" /> |
| <edge from-layer="324" from-port="2" to-layer="326" to-port="0" /> |
| <edge from-layer="324" from-port="2" to-layer="334" to-port="1" /> |
| <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="329" to-port="0" /> |
| <edge from-layer="329" from-port="1" to-layer="331" to-port="0" /> |
| <edge from-layer="330" from-port="0" to-layer="331" to-port="1" /> |
| <edge from-layer="331" from-port="2" to-layer="333" to-port="0" /> |
| <edge from-layer="332" from-port="0" to-layer="333" to-port="1" /> |
| <edge from-layer="333" from-port="2" to-layer="334" to-port="0" /> |
| <edge from-layer="334" from-port="2" to-layer="336" to-port="0" /> |
| <edge from-layer="335" from-port="0" to-layer="336" to-port="1" /> |
| <edge from-layer="336" from-port="2" to-layer="338" to-port="0" /> |
| <edge from-layer="337" from-port="0" to-layer="338" to-port="1" /> |
| <edge from-layer="338" from-port="2" to-layer="340" to-port="0" /> |
| <edge from-layer="339" from-port="0" to-layer="340" to-port="1" /> |
| <edge from-layer="340" from-port="2" to-layer="342" to-port="0" /> |
| <edge from-layer="340" from-port="2" to-layer="350" to-port="0" /> |
| <edge from-layer="340" from-port="2" to-layer="374" to-port="1" /> |
| <edge from-layer="340" from-port="2" to-layer="358" to-port="0" /> |
| <edge from-layer="341" from-port="0" to-layer="342" to-port="1" /> |
| <edge from-layer="342" from-port="2" to-layer="344" to-port="0" /> |
| <edge from-layer="343" from-port="0" to-layer="344" to-port="1" /> |
| <edge from-layer="344" from-port="2" to-layer="346" to-port="0" /> |
| <edge from-layer="345" from-port="0" to-layer="346" to-port="1" /> |
| <edge from-layer="346" from-port="2" to-layer="348" to-port="0" /> |
| <edge from-layer="347" from-port="0" to-layer="348" to-port="1" /> |
| <edge from-layer="348" from-port="2" to-layer="365" to-port="0" /> |
| <edge from-layer="349" from-port="0" to-layer="350" to-port="1" /> |
| <edge from-layer="350" from-port="2" to-layer="352" to-port="0" /> |
| <edge from-layer="351" from-port="0" to-layer="352" to-port="1" /> |
| <edge from-layer="352" from-port="2" to-layer="354" to-port="0" /> |
| <edge from-layer="353" from-port="0" to-layer="354" to-port="1" /> |
| <edge from-layer="354" from-port="2" to-layer="356" to-port="0" /> |
| <edge from-layer="355" from-port="0" to-layer="356" to-port="1" /> |
| <edge from-layer="356" from-port="2" to-layer="365" to-port="1" /> |
| <edge from-layer="357" from-port="0" to-layer="358" to-port="1" /> |
| <edge from-layer="358" from-port="2" to-layer="360" to-port="0" /> |
| <edge from-layer="359" from-port="0" to-layer="360" to-port="1" /> |
| <edge from-layer="360" from-port="2" to-layer="362" to-port="0" /> |
| <edge from-layer="361" from-port="0" to-layer="362" to-port="1" /> |
| <edge from-layer="362" from-port="2" to-layer="364" to-port="0" /> |
| <edge from-layer="363" from-port="0" to-layer="364" to-port="1" /> |
| <edge from-layer="364" from-port="2" to-layer="365" to-port="2" /> |
| <edge from-layer="365" from-port="4" to-layer="367" to-port="0" /> |
| <edge from-layer="366" from-port="0" to-layer="367" to-port="1" /> |
| <edge from-layer="367" from-port="2" to-layer="369" to-port="0" /> |
| <edge from-layer="368" from-port="0" to-layer="369" to-port="1" /> |
| <edge from-layer="369" from-port="2" to-layer="371" to-port="0" /> |
| <edge from-layer="370" from-port="0" to-layer="371" to-port="1" /> |
| <edge from-layer="371" from-port="2" to-layer="373" to-port="0" /> |
| <edge from-layer="372" from-port="0" to-layer="373" to-port="1" /> |
| <edge from-layer="373" from-port="2" to-layer="374" to-port="0" /> |
| <edge from-layer="374" from-port="2" to-layer="376" to-port="0" /> |
| <edge from-layer="375" from-port="0" to-layer="376" to-port="1" /> |
| <edge from-layer="376" from-port="2" to-layer="378" to-port="0" /> |
| <edge from-layer="377" from-port="0" to-layer="378" to-port="1" /> |
| <edge from-layer="378" from-port="2" to-layer="380" to-port="0" /> |
| <edge from-layer="379" from-port="0" to-layer="380" to-port="1" /> |
| <edge from-layer="380" from-port="2" to-layer="390" to-port="1" /> |
| <edge from-layer="380" from-port="2" to-layer="382" to-port="0" /> |
| <edge from-layer="381" from-port="0" to-layer="382" to-port="1" /> |
| <edge from-layer="382" from-port="2" to-layer="384" to-port="0" /> |
| <edge from-layer="383" from-port="0" to-layer="384" to-port="1" /> |
| <edge from-layer="384" from-port="2" to-layer="385" to-port="0" /> |
| <edge from-layer="385" from-port="1" to-layer="387" to-port="0" /> |
| <edge from-layer="386" from-port="0" to-layer="387" to-port="1" /> |
| <edge from-layer="387" from-port="2" to-layer="389" to-port="0" /> |
| <edge from-layer="388" from-port="0" to-layer="389" to-port="1" /> |
| <edge from-layer="389" from-port="2" to-layer="390" to-port="0" /> |
| <edge from-layer="390" from-port="2" to-layer="392" to-port="0" /> |
| <edge from-layer="391" from-port="0" 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="430" to-port="1" /> |
| <edge from-layer="396" from-port="2" to-layer="414" to-port="0" /> |
| <edge from-layer="396" from-port="2" to-layer="398" to-port="0" /> |
| <edge from-layer="396" from-port="2" to-layer="406" to-port="0" /> |
| <edge from-layer="397" from-port="0" to-layer="398" to-port="1" /> |
| <edge from-layer="398" from-port="2" to-layer="400" to-port="0" /> |
| <edge from-layer="399" from-port="0" to-layer="400" to-port="1" /> |
| <edge from-layer="400" from-port="2" to-layer="402" to-port="0" /> |
| <edge from-layer="401" from-port="0" to-layer="402" to-port="1" /> |
| <edge from-layer="402" from-port="2" to-layer="404" to-port="0" /> |
| <edge from-layer="403" from-port="0" to-layer="404" to-port="1" /> |
| <edge from-layer="404" from-port="2" to-layer="421" to-port="0" /> |
| <edge from-layer="405" from-port="0" to-layer="406" to-port="1" /> |
| <edge from-layer="406" from-port="2" to-layer="408" to-port="0" /> |
| <edge from-layer="407" from-port="0" to-layer="408" to-port="1" /> |
| <edge from-layer="408" from-port="2" to-layer="410" to-port="0" /> |
| <edge from-layer="409" from-port="0" to-layer="410" to-port="1" /> |
| <edge from-layer="410" from-port="2" to-layer="412" to-port="0" /> |
| <edge from-layer="411" from-port="0" to-layer="412" to-port="1" /> |
| <edge from-layer="412" from-port="2" to-layer="421" to-port="1" /> |
| <edge from-layer="413" from-port="0" to-layer="414" to-port="1" /> |
| <edge from-layer="414" from-port="2" to-layer="416" to-port="0" /> |
| <edge from-layer="415" from-port="0" 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="421" to-port="2" /> |
| <edge from-layer="421" from-port="4" to-layer="423" to-port="0" /> |
| <edge from-layer="422" from-port="0" to-layer="423" to-port="1" /> |
| <edge from-layer="423" from-port="2" to-layer="425" to-port="0" /> |
| <edge from-layer="424" from-port="0" 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="2" to-layer="432" to-port="0" /> |
| <edge from-layer="431" from-port="0" to-layer="432" to-port="1" /> |
| <edge from-layer="432" from-port="2" to-layer="434" to-port="0" /> |
| <edge from-layer="433" from-port="0" to-layer="434" to-port="1" /> |
| <edge from-layer="434" from-port="2" to-layer="436" 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="436" from-port="2" to-layer="446" to-port="1" /> |
| <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="441" to-port="0" /> |
| <edge from-layer="441" from-port="1" to-layer="443" to-port="0" /> |
| <edge from-layer="442" from-port="0" to-layer="443" to-port="1" /> |
| <edge from-layer="443" from-port="2" to-layer="445" to-port="0" /> |
| <edge from-layer="444" from-port="0" to-layer="445" to-port="1" /> |
| <edge from-layer="445" from-port="2" to-layer="446" to-port="0" /> |
| <edge from-layer="446" from-port="2" to-layer="448" to-port="0" /> |
| <edge from-layer="447" from-port="0" to-layer="448" to-port="1" /> |
| <edge from-layer="448" from-port="2" to-layer="450" to-port="0" /> |
| <edge from-layer="449" from-port="0" to-layer="450" to-port="1" /> |
| <edge from-layer="450" from-port="2" to-layer="452" to-port="0" /> |
| <edge from-layer="451" from-port="0" to-layer="452" to-port="1" /> |
| <edge from-layer="452" from-port="2" to-layer="470" to-port="0" /> |
| <edge from-layer="452" from-port="2" to-layer="486" to-port="1" /> |
| <edge from-layer="452" from-port="2" to-layer="462" to-port="0" /> |
| <edge from-layer="452" from-port="2" to-layer="454" to-port="0" /> |
| <edge from-layer="453" from-port="0" to-layer="454" to-port="1" /> |
| <edge from-layer="454" from-port="2" to-layer="456" to-port="0" /> |
| <edge from-layer="455" from-port="0" to-layer="456" to-port="1" /> |
| <edge from-layer="456" from-port="2" to-layer="458" to-port="0" /> |
| <edge from-layer="457" from-port="0" to-layer="458" to-port="1" /> |
| <edge from-layer="458" from-port="2" to-layer="460" to-port="0" /> |
| <edge from-layer="459" from-port="0" to-layer="460" to-port="1" /> |
| <edge from-layer="460" from-port="2" to-layer="477" to-port="0" /> |
| <edge from-layer="461" from-port="0" to-layer="462" to-port="1" /> |
| <edge from-layer="462" from-port="2" to-layer="464" to-port="0" /> |
| <edge from-layer="463" from-port="0" to-layer="464" to-port="1" /> |
| <edge from-layer="464" from-port="2" to-layer="466" to-port="0" /> |
| <edge from-layer="465" from-port="0" to-layer="466" to-port="1" /> |
| <edge from-layer="466" from-port="2" to-layer="468" to-port="0" /> |
| <edge from-layer="467" from-port="0" to-layer="468" to-port="1" /> |
| <edge from-layer="468" from-port="2" to-layer="477" to-port="1" /> |
| <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="474" to-port="0" /> |
| <edge from-layer="473" from-port="0" to-layer="474" to-port="1" /> |
| <edge from-layer="474" from-port="2" to-layer="476" to-port="0" /> |
| <edge from-layer="475" from-port="0" to-layer="476" to-port="1" /> |
| <edge from-layer="476" from-port="2" to-layer="477" to-port="2" /> |
| <edge from-layer="477" from-port="4" to-layer="479" to-port="0" /> |
| <edge from-layer="478" from-port="0" to-layer="479" to-port="1" /> |
| <edge from-layer="479" from-port="2" to-layer="481" to-port="0" /> |
| <edge from-layer="480" from-port="0" to-layer="481" to-port="1" /> |
| <edge from-layer="481" from-port="2" to-layer="483" to-port="0" /> |
| <edge from-layer="482" from-port="0" to-layer="483" to-port="1" /> |
| <edge from-layer="483" from-port="2" to-layer="485" to-port="0" /> |
| <edge from-layer="484" from-port="0" to-layer="485" to-port="1" /> |
| <edge from-layer="485" from-port="2" to-layer="486" to-port="0" /> |
| <edge from-layer="486" from-port="2" to-layer="488" to-port="0" /> |
| <edge from-layer="487" from-port="0" to-layer="488" to-port="1" /> |
| <edge from-layer="488" from-port="2" to-layer="490" to-port="0" /> |
| <edge from-layer="489" from-port="0" to-layer="490" to-port="1" /> |
| <edge from-layer="490" from-port="2" to-layer="492" to-port="0" /> |
| <edge from-layer="491" from-port="0" to-layer="492" to-port="1" /> |
| <edge from-layer="492" from-port="2" to-layer="494" to-port="0" /> |
| <edge from-layer="492" from-port="2" to-layer="502" to-port="1" /> |
| <edge from-layer="493" from-port="0" to-layer="494" to-port="1" /> |
| <edge from-layer="494" from-port="2" to-layer="496" to-port="0" /> |
| <edge from-layer="495" from-port="0" to-layer="496" to-port="1" /> |
| <edge from-layer="496" from-port="2" to-layer="497" to-port="0" /> |
| <edge from-layer="497" from-port="1" to-layer="499" to-port="0" /> |
| <edge from-layer="498" from-port="0" to-layer="499" to-port="1" /> |
| <edge from-layer="499" from-port="2" to-layer="501" to-port="0" /> |
| <edge from-layer="500" from-port="0" to-layer="501" to-port="1" /> |
| <edge from-layer="501" from-port="2" to-layer="502" to-port="0" /> |
| <edge from-layer="502" from-port="2" to-layer="504" to-port="0" /> |
| <edge from-layer="503" from-port="0" to-layer="504" to-port="1" /> |
| <edge from-layer="504" from-port="2" to-layer="506" to-port="0" /> |
| <edge from-layer="505" from-port="0" to-layer="506" to-port="1" /> |
| <edge from-layer="506" from-port="2" to-layer="508" to-port="0" /> |
| <edge from-layer="507" from-port="0" to-layer="508" to-port="1" /> |
| <edge from-layer="508" from-port="2" to-layer="518" to-port="0" /> |
| <edge from-layer="508" from-port="2" to-layer="542" to-port="1" /> |
| <edge from-layer="508" from-port="2" to-layer="526" to-port="0" /> |
| <edge from-layer="508" from-port="2" to-layer="510" to-port="0" /> |
| <edge from-layer="509" from-port="0" to-layer="510" to-port="1" /> |
| <edge from-layer="510" from-port="2" to-layer="512" to-port="0" /> |
| <edge from-layer="511" from-port="0" to-layer="512" to-port="1" /> |
| <edge from-layer="512" from-port="2" to-layer="514" to-port="0" /> |
| <edge from-layer="513" from-port="0" to-layer="514" to-port="1" /> |
| <edge from-layer="514" from-port="2" to-layer="516" to-port="0" /> |
| <edge from-layer="515" from-port="0" to-layer="516" to-port="1" /> |
| <edge from-layer="516" from-port="2" to-layer="533" to-port="0" /> |
| <edge from-layer="517" from-port="0" to-layer="518" to-port="1" /> |
| <edge from-layer="518" from-port="2" to-layer="520" to-port="0" /> |
| <edge from-layer="519" from-port="0" to-layer="520" to-port="1" /> |
| <edge from-layer="520" from-port="2" to-layer="522" to-port="0" /> |
| <edge from-layer="521" from-port="0" to-layer="522" to-port="1" /> |
| <edge from-layer="522" from-port="2" to-layer="524" to-port="0" /> |
| <edge from-layer="523" from-port="0" to-layer="524" to-port="1" /> |
| <edge from-layer="524" from-port="2" to-layer="533" to-port="1" /> |
| <edge from-layer="525" from-port="0" to-layer="526" to-port="1" /> |
| <edge from-layer="526" from-port="2" to-layer="528" to-port="0" /> |
| <edge from-layer="527" from-port="0" to-layer="528" to-port="1" /> |
| <edge from-layer="528" from-port="2" to-layer="530" to-port="0" /> |
| <edge from-layer="529" from-port="0" to-layer="530" to-port="1" /> |
| <edge from-layer="530" from-port="2" to-layer="532" to-port="0" /> |
| <edge from-layer="531" from-port="0" to-layer="532" to-port="1" /> |
| <edge from-layer="532" from-port="2" to-layer="533" to-port="2" /> |
| <edge from-layer="533" from-port="4" to-layer="535" to-port="0" /> |
| <edge from-layer="534" from-port="0" to-layer="535" to-port="1" /> |
| <edge from-layer="535" from-port="2" to-layer="537" to-port="0" /> |
| <edge from-layer="536" from-port="0" to-layer="537" to-port="1" /> |
| <edge from-layer="537" from-port="2" to-layer="539" to-port="0" /> |
| <edge from-layer="538" from-port="0" to-layer="539" to-port="1" /> |
| <edge from-layer="539" from-port="2" to-layer="541" to-port="0" /> |
| <edge from-layer="540" from-port="0" to-layer="541" to-port="1" /> |
| <edge from-layer="541" from-port="2" to-layer="542" to-port="0" /> |
| <edge from-layer="542" from-port="2" to-layer="544" to-port="0" /> |
| <edge from-layer="543" from-port="0" to-layer="544" to-port="1" /> |
| <edge from-layer="544" from-port="2" to-layer="546" to-port="0" /> |
| <edge from-layer="545" from-port="0" to-layer="546" to-port="1" /> |
| <edge from-layer="546" from-port="2" to-layer="548" to-port="0" /> |
| <edge from-layer="547" from-port="0" to-layer="548" to-port="1" /> |
| <edge from-layer="548" from-port="2" to-layer="558" to-port="1" /> |
| <edge from-layer="548" from-port="2" to-layer="550" to-port="0" /> |
| <edge from-layer="549" from-port="0" to-layer="550" to-port="1" /> |
| <edge from-layer="550" from-port="2" to-layer="552" to-port="0" /> |
| <edge from-layer="551" from-port="0" to-layer="552" to-port="1" /> |
| <edge from-layer="552" from-port="2" to-layer="553" to-port="0" /> |
| <edge from-layer="553" from-port="1" to-layer="555" to-port="0" /> |
| <edge from-layer="554" from-port="0" to-layer="555" to-port="1" /> |
| <edge from-layer="555" from-port="2" to-layer="557" to-port="0" /> |
| <edge from-layer="556" from-port="0" to-layer="557" to-port="1" /> |
| <edge from-layer="557" from-port="2" to-layer="558" to-port="0" /> |
| <edge from-layer="558" from-port="2" to-layer="560" to-port="0" /> |
| <edge from-layer="559" from-port="0" to-layer="560" to-port="1" /> |
| <edge from-layer="560" from-port="2" to-layer="562" to-port="0" /> |
| <edge from-layer="561" from-port="0" to-layer="562" to-port="1" /> |
| <edge from-layer="562" from-port="2" to-layer="564" to-port="0" /> |
| <edge from-layer="563" from-port="0" to-layer="564" to-port="1" /> |
| <edge from-layer="564" from-port="2" to-layer="598" to-port="1" /> |
| <edge from-layer="564" from-port="2" to-layer="566" to-port="0" /> |
| <edge from-layer="564" from-port="2" to-layer="582" to-port="0" /> |
| <edge from-layer="564" from-port="2" to-layer="574" to-port="0" /> |
| <edge from-layer="565" from-port="0" to-layer="566" to-port="1" /> |
| <edge from-layer="566" from-port="2" to-layer="568" to-port="0" /> |
| <edge from-layer="567" from-port="0" to-layer="568" to-port="1" /> |
| <edge from-layer="568" from-port="2" to-layer="570" to-port="0" /> |
| <edge from-layer="569" from-port="0" to-layer="570" to-port="1" /> |
| <edge from-layer="570" from-port="2" to-layer="572" to-port="0" /> |
| <edge from-layer="571" from-port="0" to-layer="572" to-port="1" /> |
| <edge from-layer="572" from-port="2" to-layer="589" to-port="0" /> |
| <edge from-layer="573" from-port="0" to-layer="574" to-port="1" /> |
| <edge from-layer="574" from-port="2" to-layer="576" to-port="0" /> |
| <edge from-layer="575" from-port="0" to-layer="576" to-port="1" /> |
| <edge from-layer="576" from-port="2" to-layer="578" to-port="0" /> |
| <edge from-layer="577" from-port="0" to-layer="578" to-port="1" /> |
| <edge from-layer="578" from-port="2" to-layer="580" to-port="0" /> |
| <edge from-layer="579" from-port="0" to-layer="580" to-port="1" /> |
| <edge from-layer="580" from-port="2" to-layer="589" to-port="1" /> |
| <edge from-layer="581" from-port="0" to-layer="582" to-port="1" /> |
| <edge from-layer="582" from-port="2" to-layer="584" to-port="0" /> |
| <edge from-layer="583" from-port="0" to-layer="584" to-port="1" /> |
| <edge from-layer="584" from-port="2" to-layer="586" to-port="0" /> |
| <edge from-layer="585" from-port="0" to-layer="586" to-port="1" /> |
| <edge from-layer="586" from-port="2" to-layer="588" to-port="0" /> |
| <edge from-layer="587" from-port="0" to-layer="588" to-port="1" /> |
| <edge from-layer="588" from-port="2" to-layer="589" to-port="2" /> |
| <edge from-layer="589" from-port="4" to-layer="591" to-port="0" /> |
| <edge from-layer="590" from-port="0" to-layer="591" to-port="1" /> |
| <edge from-layer="591" from-port="2" to-layer="593" to-port="0" /> |
| <edge from-layer="592" from-port="0" to-layer="593" to-port="1" /> |
| <edge from-layer="593" from-port="2" to-layer="595" to-port="0" /> |
| <edge from-layer="594" from-port="0" to-layer="595" to-port="1" /> |
| <edge from-layer="595" from-port="2" to-layer="597" to-port="0" /> |
| <edge from-layer="596" from-port="0" to-layer="597" to-port="1" /> |
| <edge from-layer="597" from-port="2" to-layer="598" to-port="0" /> |
| <edge from-layer="598" from-port="2" to-layer="600" to-port="0" /> |
| <edge from-layer="599" from-port="0" to-layer="600" to-port="1" /> |
| <edge from-layer="600" from-port="2" to-layer="602" to-port="0" /> |
| <edge from-layer="601" from-port="0" to-layer="602" to-port="1" /> |
| <edge from-layer="602" from-port="2" to-layer="604" to-port="0" /> |
| <edge from-layer="603" from-port="0" to-layer="604" to-port="1" /> |
| <edge from-layer="604" from-port="2" to-layer="614" to-port="1" /> |
| <edge from-layer="604" from-port="2" to-layer="606" to-port="0" /> |
| <edge from-layer="605" from-port="0" to-layer="606" to-port="1" /> |
| <edge from-layer="606" from-port="2" to-layer="608" to-port="0" /> |
| <edge from-layer="607" from-port="0" to-layer="608" to-port="1" /> |
| <edge from-layer="608" from-port="2" to-layer="609" to-port="0" /> |
| <edge from-layer="609" from-port="1" to-layer="611" to-port="0" /> |
| <edge from-layer="610" from-port="0" to-layer="611" to-port="1" /> |
| <edge from-layer="611" from-port="2" to-layer="613" to-port="0" /> |
| <edge from-layer="612" from-port="0" to-layer="613" to-port="1" /> |
| <edge from-layer="613" from-port="2" to-layer="614" to-port="0" /> |
| <edge from-layer="614" from-port="2" to-layer="616" to-port="0" /> |
| <edge from-layer="615" from-port="0" to-layer="616" to-port="1" /> |
| <edge from-layer="616" from-port="2" to-layer="618" to-port="0" /> |
| <edge from-layer="617" from-port="0" to-layer="618" to-port="1" /> |
| <edge from-layer="618" from-port="2" to-layer="620" to-port="0" /> |
| <edge from-layer="619" from-port="0" to-layer="620" to-port="1" /> |
| <edge from-layer="620" from-port="2" to-layer="654" to-port="1" /> |
| <edge from-layer="620" from-port="2" to-layer="638" to-port="0" /> |
| <edge from-layer="620" from-port="2" to-layer="630" to-port="0" /> |
| <edge from-layer="620" from-port="2" to-layer="622" to-port="0" /> |
| <edge from-layer="621" from-port="0" to-layer="622" to-port="1" /> |
| <edge from-layer="622" from-port="2" to-layer="624" to-port="0" /> |
| <edge from-layer="623" from-port="0" to-layer="624" to-port="1" /> |
| <edge from-layer="624" from-port="2" to-layer="626" to-port="0" /> |
| <edge from-layer="625" from-port="0" to-layer="626" to-port="1" /> |
| <edge from-layer="626" from-port="2" to-layer="628" to-port="0" /> |
| <edge from-layer="627" from-port="0" to-layer="628" to-port="1" /> |
| <edge from-layer="628" from-port="2" to-layer="645" to-port="0" /> |
| <edge from-layer="629" from-port="0" to-layer="630" to-port="1" /> |
| <edge from-layer="630" from-port="2" to-layer="632" to-port="0" /> |
| <edge from-layer="631" from-port="0" to-layer="632" to-port="1" /> |
| <edge from-layer="632" from-port="2" to-layer="634" to-port="0" /> |
| <edge from-layer="633" from-port="0" to-layer="634" to-port="1" /> |
| <edge from-layer="634" from-port="2" to-layer="636" to-port="0" /> |
| <edge from-layer="635" from-port="0" to-layer="636" to-port="1" /> |
| <edge from-layer="636" from-port="2" to-layer="645" to-port="1" /> |
| <edge from-layer="637" from-port="0" to-layer="638" to-port="1" /> |
| <edge from-layer="638" from-port="2" to-layer="640" to-port="0" /> |
| <edge from-layer="639" from-port="0" to-layer="640" to-port="1" /> |
| <edge from-layer="640" from-port="2" to-layer="642" to-port="0" /> |
| <edge from-layer="641" from-port="0" to-layer="642" to-port="1" /> |
| <edge from-layer="642" from-port="2" to-layer="644" to-port="0" /> |
| <edge from-layer="643" from-port="0" to-layer="644" to-port="1" /> |
| <edge from-layer="644" from-port="2" to-layer="645" to-port="2" /> |
| <edge from-layer="645" from-port="4" to-layer="647" to-port="0" /> |
| <edge from-layer="646" from-port="0" to-layer="647" to-port="1" /> |
| <edge from-layer="647" from-port="2" to-layer="649" to-port="0" /> |
| <edge from-layer="648" from-port="0" to-layer="649" to-port="1" /> |
| <edge from-layer="649" from-port="2" to-layer="651" to-port="0" /> |
| <edge from-layer="650" from-port="0" to-layer="651" to-port="1" /> |
| <edge from-layer="651" from-port="2" to-layer="653" to-port="0" /> |
| <edge from-layer="652" from-port="0" to-layer="653" to-port="1" /> |
| <edge from-layer="653" from-port="2" to-layer="654" to-port="0" /> |
| <edge from-layer="654" from-port="2" to-layer="656" to-port="0" /> |
| <edge from-layer="655" from-port="0" to-layer="656" to-port="1" /> |
| <edge from-layer="656" from-port="2" to-layer="658" to-port="0" /> |
| <edge from-layer="657" from-port="0" to-layer="658" to-port="1" /> |
| <edge from-layer="658" from-port="2" to-layer="660" to-port="0" /> |
| <edge from-layer="659" from-port="0" to-layer="660" to-port="1" /> |
| <edge from-layer="660" from-port="2" to-layer="670" to-port="1" /> |
| <edge from-layer="660" from-port="2" to-layer="662" to-port="0" /> |
| <edge from-layer="661" from-port="0" to-layer="662" to-port="1" /> |
| <edge from-layer="662" from-port="2" to-layer="664" to-port="0" /> |
| <edge from-layer="663" from-port="0" to-layer="664" to-port="1" /> |
| <edge from-layer="664" from-port="2" to-layer="665" to-port="0" /> |
| <edge from-layer="665" from-port="1" to-layer="667" to-port="0" /> |
| <edge from-layer="666" from-port="0" to-layer="667" to-port="1" /> |
| <edge from-layer="667" from-port="2" to-layer="669" to-port="0" /> |
| <edge from-layer="668" from-port="0" to-layer="669" to-port="1" /> |
| <edge from-layer="669" from-port="2" to-layer="670" to-port="0" /> |
| <edge from-layer="670" from-port="2" to-layer="672" to-port="0" /> |
| <edge from-layer="671" from-port="0" to-layer="672" to-port="1" /> |
| <edge from-layer="672" from-port="2" to-layer="674" to-port="0" /> |
| <edge from-layer="673" from-port="0" to-layer="674" to-port="1" /> |
| <edge from-layer="674" from-port="2" to-layer="676" to-port="0" /> |
| <edge from-layer="675" from-port="0" to-layer="676" to-port="1" /> |
| <edge from-layer="676" from-port="2" to-layer="678" to-port="0" /> |
| <edge from-layer="676" from-port="2" to-layer="686" to-port="0" /> |
| <edge from-layer="676" from-port="2" to-layer="710" to-port="1" /> |
| <edge from-layer="676" from-port="2" to-layer="694" to-port="0" /> |
| <edge from-layer="677" from-port="0" to-layer="678" to-port="1" /> |
| <edge from-layer="678" from-port="2" to-layer="680" to-port="0" /> |
| <edge from-layer="679" from-port="0" to-layer="680" to-port="1" /> |
| <edge from-layer="680" from-port="2" to-layer="682" to-port="0" /> |
| <edge from-layer="681" from-port="0" to-layer="682" to-port="1" /> |
| <edge from-layer="682" from-port="2" to-layer="684" to-port="0" /> |
| <edge from-layer="683" from-port="0" to-layer="684" to-port="1" /> |
| <edge from-layer="684" from-port="2" to-layer="701" to-port="0" /> |
| <edge from-layer="685" from-port="0" to-layer="686" to-port="1" /> |
| <edge from-layer="686" from-port="2" to-layer="688" to-port="0" /> |
| <edge from-layer="687" from-port="0" to-layer="688" to-port="1" /> |
| <edge from-layer="688" from-port="2" to-layer="690" to-port="0" /> |
| <edge from-layer="689" from-port="0" to-layer="690" to-port="1" /> |
| <edge from-layer="690" from-port="2" to-layer="692" to-port="0" /> |
| <edge from-layer="691" from-port="0" to-layer="692" to-port="1" /> |
| <edge from-layer="692" from-port="2" to-layer="701" to-port="1" /> |
| <edge from-layer="693" from-port="0" to-layer="694" to-port="1" /> |
| <edge from-layer="694" from-port="2" to-layer="696" to-port="0" /> |
| <edge from-layer="695" from-port="0" to-layer="696" to-port="1" /> |
| <edge from-layer="696" from-port="2" to-layer="698" to-port="0" /> |
| <edge from-layer="697" from-port="0" to-layer="698" to-port="1" /> |
| <edge from-layer="698" from-port="2" to-layer="700" to-port="0" /> |
| <edge from-layer="699" from-port="0" to-layer="700" to-port="1" /> |
| <edge from-layer="700" from-port="2" to-layer="701" to-port="2" /> |
| <edge from-layer="701" from-port="4" to-layer="703" to-port="0" /> |
| <edge from-layer="702" from-port="0" to-layer="703" to-port="1" /> |
| <edge from-layer="703" from-port="2" to-layer="705" to-port="0" /> |
| <edge from-layer="704" from-port="0" to-layer="705" to-port="1" /> |
| <edge from-layer="705" from-port="2" to-layer="707" to-port="0" /> |
| <edge from-layer="706" from-port="0" to-layer="707" to-port="1" /> |
| <edge from-layer="707" from-port="2" to-layer="709" to-port="0" /> |
| <edge from-layer="708" from-port="0" to-layer="709" to-port="1" /> |
| <edge from-layer="709" from-port="2" to-layer="710" to-port="0" /> |
| <edge from-layer="710" from-port="2" to-layer="712" to-port="0" /> |
| <edge from-layer="711" from-port="0" to-layer="712" to-port="1" /> |
| <edge from-layer="712" from-port="2" to-layer="714" to-port="0" /> |
| <edge from-layer="713" from-port="0" to-layer="714" to-port="1" /> |
| <edge from-layer="714" from-port="2" to-layer="716" to-port="0" /> |
| <edge from-layer="715" from-port="0" to-layer="716" to-port="1" /> |
| <edge from-layer="716" from-port="2" to-layer="718" to-port="0" /> |
| <edge from-layer="716" from-port="2" to-layer="726" to-port="1" /> |
| <edge from-layer="717" from-port="0" to-layer="718" to-port="1" /> |
| <edge from-layer="718" from-port="2" to-layer="720" to-port="0" /> |
| <edge from-layer="719" from-port="0" to-layer="720" to-port="1" /> |
| <edge from-layer="720" from-port="2" to-layer="721" to-port="0" /> |
| <edge from-layer="721" from-port="1" to-layer="723" to-port="0" /> |
| <edge from-layer="722" from-port="0" to-layer="723" to-port="1" /> |
| <edge from-layer="723" from-port="2" to-layer="725" to-port="0" /> |
| <edge from-layer="724" from-port="0" to-layer="725" to-port="1" /> |
| <edge from-layer="725" from-port="2" to-layer="726" to-port="0" /> |
| <edge from-layer="726" from-port="2" to-layer="728" to-port="0" /> |
| <edge from-layer="727" from-port="0" to-layer="728" to-port="1" /> |
| <edge from-layer="728" from-port="2" to-layer="730" to-port="0" /> |
| <edge from-layer="729" from-port="0" to-layer="730" to-port="1" /> |
| <edge from-layer="730" from-port="2" to-layer="732" to-port="0" /> |
| <edge from-layer="731" from-port="0" to-layer="732" to-port="1" /> |
| <edge from-layer="732" from-port="2" to-layer="735" to-port="0" /> |
| <edge from-layer="733" from-port="0" to-layer="735" to-port="1" /> |
| <edge from-layer="734" from-port="0" to-layer="735" to-port="2" /> |
| <edge from-layer="735" from-port="3" to-layer="737" to-port="0" /> |
| <edge from-layer="736" from-port="0" to-layer="737" to-port="1" /> |
| <edge from-layer="737" from-port="2" to-layer="739" to-port="0" /> |
| <edge from-layer="738" from-port="0" to-layer="739" to-port="1" /> |
| <edge from-layer="739" from-port="2" to-layer="740" to-port="0" /> |
| <edge from-layer="740" from-port="1" to-layer="742" to-port="0" /> |
| <edge from-layer="741" from-port="0" to-layer="742" to-port="1" /> |
| <edge from-layer="742" from-port="2" to-layer="744" to-port="0" /> |
| <edge from-layer="743" from-port="0" to-layer="744" to-port="1" /> |
| <edge from-layer="744" from-port="2" to-layer="745" to-port="0" /> |
| </edges> |
| <rt_info> |
| <Runtime_version value="2025.2.0-19140-c01cd93e24d-releases/2025/2" /> |
| <conversion_parameters> |
| <framework value="pytorch" /> |
| <is_python_object value="True" /> |
| </conversion_parameters> |
| <optimum> |
| <optimum_intel_version value="1.24.0" /> |
| <optimum_version value="1.26.1" /> |
| <pytorch_version value="2.7.1" /> |
| <transformers_version value="4.52.4" /> |
| </optimum> |
| </rt_info> |
| </net> |
|
|