Text Ranking
sentence-transformers
PyTorch
JAX
ONNX
Safetensors
OpenVINO
Transformers
English
roberta
text-classification
text-embeddings-inference
Instructions to use cross-encoder/quora-roberta-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use cross-encoder/quora-roberta-base with sentence-transformers:
from sentence_transformers import CrossEncoder model = CrossEncoder("cross-encoder/quora-roberta-base") query = "Which planet is known as the Red Planet?" passages = [ "Venus is often called Earth's twin because of its similar size and proximity.", "Mars, known for its reddish appearance, is often referred to as the Red Planet.", "Jupiter, the largest planet in our solar system, has a prominent red spot.", "Saturn, famous for its rings, is sometimes mistaken for the Red Planet." ] scores = model.predict([(query, passage) for passage in passages]) print(scores) - Transformers
How to use cross-encoder/quora-roberta-base with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("cross-encoder/quora-roberta-base") model = AutoModelForSequenceClassification.from_pretrained("cross-encoder/quora-roberta-base") - Notebooks
- Google Colab
- Kaggle
| <net name="Model1034" 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="50265, 768" offset="0" size="154414080" /> | |
| <output> | |
| <port id="0" precision="FP32" names="self.roberta.embeddings.word_embeddings.weight"> | |
| <dim>50265</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="154414080" 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>50265</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="154414084" 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="154417156" size="4112" /> | |
| <output> | |
| <port id="0" precision="I64" names="37"> | |
| <dim>1</dim> | |
| <dim>514</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="8" name="__module.roberta/aten::slice/Reshape" type="Const" version="opset1"> | |
| <data element_type="i64" shape="1" offset="154421268" size="8" /> | |
| <output> | |
| <port id="0" precision="I64"> | |
| <dim>1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="9" name="__module.roberta/aten::size/ShapeOf_1" 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" names="39"> | |
| <dim>2</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="10" name="Constant_1143229" type="Const" version="opset1"> | |
| <data element_type="i64" shape="1" offset="154421276" size="8" /> | |
| <output> | |
| <port id="0" precision="I64"> | |
| <dim>1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="11" name="Constant_1143230" type="Const" version="opset1"> | |
| <data element_type="i64" shape="" offset="154421268" size="8" /> | |
| <output> | |
| <port id="0" precision="I64" /> | |
| </output> | |
| </layer> | |
| <layer id="12" name="Gather_1143231" 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="__module.roberta/aten::slice/Reshape_2" type="Const" version="opset1"> | |
| <data element_type="i64" shape="1" offset="154421276" size="8" /> | |
| <output> | |
| <port id="0" precision="I64"> | |
| <dim>1</dim> | |
| </port> | |
| </output> | |
| </layer> | |
| <layer id="14" name="__module.roberta/aten::slice/Reshape_3" type="Const" version="opset1"> | |
| <data element_type="i64" shape="1" offset="154421276" 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"> | |
| <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="154414080" 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="154421284" 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_1142998" type="Const" version="opset1"> | |
| <data element_type="i64" shape="1, 1" offset="154421276" 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="154421276" 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_1142999" type="Const" version="opset1"> | |
| <data element_type="i64" shape="1, 1" offset="154421276" 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"> | |
| <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="154414080" 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="156000292" 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_1143000" type="Const" version="opset1"> | |
| <data element_type="f32" shape="1, 1, 768" offset="156000296" 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_1143001" type="Const" version="opset1"> | |
| <data element_type="f32" shape="1, 1, 768" offset="156003368" 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.1"> | |
| <dim>-1</dim> | |
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| <layer id="162" name="self.roberta.encoder.layer.1.output.dense.weight" type="Const" version="opset1"> | |
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| <layer id="166" name="__module.roberta.encoder.layer.1.output/aten::add/Add" type="Add" version="opset1"> | |
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| <layer id="168" name="__module.roberta.encoder.layer.1.output.LayerNorm/aten::layer_norm/MVN" type="MVN" version="opset6"> | |
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| <layer id="169" name="Constant_1143022" type="Const" version="opset1"> | |
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| <layer id="170" name="__module.roberta.encoder.layer.1.output.LayerNorm/aten::layer_norm/Multiply_1" type="Multiply" version="opset1"> | |
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| <layer id="171" name="Constant_1143023" type="Const" version="opset1"> | |
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| <layer id="172" name="__module.roberta.encoder.layer.1.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> | |
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| <layer id="173" name="self.roberta.encoder.layer.2.attention.self.query.weight" type="Const" version="opset1"> | |
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| <layer id="174" name="__module.roberta.encoder.layer.2.attention.self.query/aten::linear/MatMul" type="MatMul" version="opset1"> | |
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| <layer id="175" name="Constant_1143024" type="Const" version="opset1"> | |
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| <layer id="176" name="__module.roberta.encoder.layer.2.attention.self.query/aten::linear/Add" type="Add" version="opset1"> | |
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| <layer id="177" name="__module.roberta.encoder.layer.2.attention.self/prim::ListConstruct/Concat" type="Const" version="opset1"> | |
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| <layer id="178" name="__module.roberta.encoder.layer.2.attention.self/aten::view/Reshape" type="Reshape" version="opset1"> | |
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| <layer id="179" name="Constant_1135239" type="Const" version="opset1"> | |
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| <layer id="180" name="__module.roberta.encoder.layer.2.attention.self/aten::permute/Transpose" type="Transpose" version="opset1"> | |
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| <layer id="181" name="self.roberta.encoder.layer.2.attention.self.key.weight" type="Const" version="opset1"> | |
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| <layer id="182" name="__module.roberta.encoder.layer.2.attention.self.key/aten::linear/MatMul" type="MatMul" version="opset1"> | |
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| <layer id="183" name="Constant_1143025" type="Const" version="opset1"> | |
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| <layer id="184" name="__module.roberta.encoder.layer.2.attention.self.key/aten::linear/Add" type="Add" version="opset1"> | |
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| <layer id="188" name="__module.roberta.encoder.layer.2.attention.self/aten::permute/Transpose_1" type="Transpose" version="opset1"> | |
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| <layer id="211" name="Constant_1143029" type="Const" version="opset1"> | |
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| <layer id="212" name="__module.roberta.encoder.layer.2.attention.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> | |
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| <layer id="213" name="self.roberta.encoder.layer.2.intermediate.dense.weight" type="Const" version="opset1"> | |
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| <layer id="214" name="__module.roberta.encoder.layer.2.intermediate.dense/aten::linear/MatMul" type="MatMul" version="opset1"> | |
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| <layer id="215" name="Constant_1143030" type="Const" version="opset1"> | |
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| <layer id="216" name="__module.roberta.encoder.layer.2.intermediate.dense/aten::linear/Add" type="Add" version="opset1"> | |
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| <layer id="217" name="__module.roberta.encoder.layer.2.intermediate.intermediate_act_fn/aten::gelu/Gelu" type="Gelu" version="opset7"> | |
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| <layer id="218" name="self.roberta.encoder.layer.2.output.dense.weight" type="Const" version="opset1"> | |
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| <layer id="219" name="__module.roberta.encoder.layer.2.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> | |
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| <layer id="220" name="Constant_1143031" type="Const" version="opset1"> | |
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| <layer id="221" name="__module.roberta.encoder.layer.2.output.dense/aten::linear/Add" type="Add" version="opset1"> | |
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| <layer id="228" name="__module.roberta.encoder.layer.2.output.LayerNorm/aten::layer_norm/Add" type="Add" version="opset1"> | |
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| <layer id="229" name="self.roberta.encoder.layer.3.attention.self.query.weight" type="Const" version="opset1"> | |
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| <layer id="232" name="__module.roberta.encoder.layer.3.attention.self.query/aten::linear/Add" type="Add" version="opset1"> | |
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| <layer id="235" name="Constant_1135462" type="Const" version="opset1"> | |
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| <layer id="236" name="__module.roberta.encoder.layer.3.attention.self/aten::permute/Transpose" type="Transpose" version="opset1"> | |
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| <layer id="237" name="self.roberta.encoder.layer.3.attention.self.key.weight" type="Const" version="opset1"> | |
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| <layer id="238" name="__module.roberta.encoder.layer.3.attention.self.key/aten::linear/MatMul" type="MatMul" version="opset1"> | |
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| <layer id="239" name="Constant_1143035" type="Const" version="opset1"> | |
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| <layer id="240" name="__module.roberta.encoder.layer.3.attention.self.key/aten::linear/Add" type="Add" version="opset1"> | |
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| <layer id="243" name="Constant_1135485" type="Const" version="opset1"> | |
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| <layer id="244" name="__module.roberta.encoder.layer.3.attention.self/aten::permute/Transpose_1" type="Transpose" version="opset1"> | |
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| <layer id="245" name="self.roberta.encoder.layer.3.attention.self.value.weight" type="Const" version="opset1"> | |
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| <layer id="246" name="__module.roberta.encoder.layer.3.attention.self.value/aten::linear/MatMul" type="MatMul" version="opset1"> | |
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| <layer id="247" name="Constant_1143036" type="Const" version="opset1"> | |
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| <layer id="248" name="__module.roberta.encoder.layer.3.attention.self.value/aten::linear/Add" type="Add" version="opset1"> | |
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| <layer id="250" name="__module.roberta.encoder.layer.3.attention.self/aten::view/Reshape_2" type="Reshape" version="opset1"> | |
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| <layer id="251" name="Constant_1135508" type="Const" version="opset1"> | |
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| <layer id="252" name="__module.roberta.encoder.layer.3.attention.self/aten::permute/Transpose_2" type="Transpose" version="opset1"> | |
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| <layer id="253" name="__module.roberta.encoder.layer.3.attention.self/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13"> | |
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| <layer id="254" name="__module.roberta.encoder.layer.3.attention.self/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1"> | |
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| <layer id="255" name="__module.roberta.encoder.layer.3.attention.self/aten::transpose/Transpose" type="Transpose" version="opset1"> | |
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| <layer id="256" name="Constant_1143241" type="Const" version="opset1"> | |
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| <layer id="257" name="__module.roberta.encoder.layer.3.attention.self/aten::reshape/Reshape" type="Reshape" version="opset1"> | |
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| <layer id="258" name="self.roberta.encoder.layer.3.attention.output.dense.weight" type="Const" version="opset1"> | |
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| <layer id="259" name="__module.roberta.encoder.layer.3.attention.output.dense/aten::linear/MatMul" type="MatMul" version="opset1"> | |
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| <layer id="260" name="Constant_1143037" type="Const" version="opset1"> | |
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| <layer id="261" name="__module.roberta.encoder.layer.3.attention.output.dense/aten::linear/Add" type="Add" version="opset1"> | |
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| <rt_info> | |
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| <conversion_parameters> | |
| <framework value="pytorch" /> | |
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| </conversion_parameters> | |
| <optimum> | |
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| </optimum> | |
| </rt_info> | |
| </net> | |