diff --git "a/FP32/gpt-2.xml" "b/FP32/gpt-2.xml"
new file mode 100644--- /dev/null
+++ "b/FP32/gpt-2.xml"
@@ -0,0 +1,26823 @@
+<?xml version="1.0"?>
+<net name="torch_jit" version="11">
+	<layers>
+		<layer id="0" name="input" type="Parameter" version="opset1">
+			<data shape="?,?" element_type="i64" />
+			<rt_info>
+				<attribute name="old_api_map_element_type" version="0" value="i32" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="input">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<rt_info>
+						<attribute name="layout" version="0" layout="[N,S]" />
+					</rt_info>
+				</port>
+			</output>
+		</layer>
+		<layer id="1" name="transformer.h.1.attn.bias" type="Const" version="opset1">
+			<data element_type="u8" shape="1, 1, 1024, 1024" offset="0" size="1048576" />
+			<output>
+				<port id="0" precision="U8" names="transformer.h.0.attn.bias,transformer.h.1.attn.bias,transformer.h.10.attn.bias,transformer.h.11.attn.bias,transformer.h.2.attn.bias,transformer.h.3.attn.bias,transformer.h.4.attn.bias,transformer.h.5.attn.bias,transformer.h.6.attn.bias,transformer.h.7.attn.bias,transformer.h.8.attn.bias,transformer.h.9.attn.bias">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2" name="Constant_21735" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="1048576" size="24" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3" name="Constant_21734" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="1048600" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4" name="Constant_21630" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="1048576" size="24" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5" name="Constant_21629" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="1048600" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6" name="Constant_21525" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="1048576" size="24" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7" name="Constant_21524" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="1048600" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="8" name="Constant_21420" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="1048576" size="24" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="9" name="Constant_21419" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="1048600" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="10" name="Constant_21315" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="1048576" size="24" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="11" name="Constant_21314" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="1048600" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="12" name="Constant_21210" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="1048576" size="24" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="13" name="Constant_21209" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="1048600" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="14" name="Constant_21105" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="1048576" size="24" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="15" name="Constant_21104" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="1048600" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="16" name="Constant_21000" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="1048576" size="24" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="17" name="Constant_20999" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="1048600" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="18" name="Constant_20895" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="1048576" size="24" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="19" name="Constant_20894" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="1048600" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="20" name="Constant_20790" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="1048576" size="24" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="21" name="Constant_20789" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="1048600" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="22" name="Constant_20685" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="1048576" size="24" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="23" name="Constant_20684" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="1048600" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="24" name="Constant_20580" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="1048576" size="24" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="25" name="Constant_20579" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="1048600" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="26" name="transformer.wte.weight" type="Const" version="opset1">
+			<data element_type="f32" shape="50257, 768" offset="1048608" size="154389504" />
+			<output>
+				<port id="0" precision="FP32" names="transformer.wte.weight">
+					<dim>50257</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="27" name="/transformer/Concat" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="155438112" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="28" name="/transformer/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<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="/transformer/Reshape_output_0">
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="29" name="Constant_201" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="155438128" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="30" name="/transformer/wte/Gather" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>50257</dim>
+					<dim>768</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="FP32" names="/transformer/wte/Gather_output_0">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="31" name="transformer.wpe.weight" type="Const" version="opset1">
+			<data element_type="f32" shape="1024, 768" offset="155438136" size="3145728" />
+			<output>
+				<port id="0" precision="FP32" names="transformer.wpe.weight">
+					<dim>1024</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="32" name="/transformer/Constant_4" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="155438128" size="8" />
+			<output>
+				<port id="0" precision="I64" names="/transformer/Constant_4_output_0" />
+			</output>
+		</layer>
+		<layer id="33" name="/transformer/Shape_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="/transformer/Shape_1_output_0,/transformer/Shape_output_0">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="34" name="/transformer/Constant_1" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="158583864" size="8" />
+			<output>
+				<port id="0" precision="I64" names="/transformer/Constant_1_output_0" />
+			</output>
+		</layer>
+		<layer id="35" name="Constant_159" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="155438128" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="36" name="/transformer/Gather_1" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="/transformer/Cast_output_0,/transformer/Gather_1_output_0" />
+			</output>
+		</layer>
+		<layer id="37" name="/transformer/Constant_5" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="158583864" size="8" />
+			<output>
+				<port id="0" precision="I64" names="/transformer/Constant_5_output_0" />
+			</output>
+		</layer>
+		<layer id="38" name="/transformer/Range" type="Range" version="opset4">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="/transformer/Range_output_0">
+					<dim>-1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="39" name="Constant_192" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="155438128" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="40" name="/transformer/Unsqueeze_2" type="Unsqueeze" version="opset1">
+			<input>
+				<port id="0" precision="I64">
+					<dim>-1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="/transformer/Unsqueeze_2_output_0">
+					<dim>1</dim>
+					<dim>-1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="41" name="/transformer/Constant_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="158583872" size="8" />
+			<output>
+				<port id="0" precision="I64" names="/transformer/Constant_3_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="42" name="Constant_15446" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="158583864" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="43" name="/transformer/Gather_10" 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="/transformer/Unsqueeze_1_output_0">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="44" name="/transformer/Concat_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>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="/transformer/Concat_1_output_0">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="45" name="/transformer/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<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="/transformer/Reshape_1_output_0">
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="46" name="Constant_203" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="155438128" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="47" name="/transformer/wpe/Gather" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1024</dim>
+					<dim>768</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="FP32" names="/transformer/wpe/Gather_output_0">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="48" name="/transformer/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="/transformer/Add_output_0">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="49" name="Constant_219" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="158583872" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="50" name="/transformer/h.0/ln_1/Div" 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="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="/transformer/h.0/ln_1/Div_output_0">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="51" name="Constant_28537" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 768" offset="158583880" size="3072" />
+			<output>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="52" name="/transformer/h.0/ln_1/Mul" 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" names="/transformer/h.0/ln_1/Mul_output_0">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>768</dim>
+				</port>
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+				<port id="1" precision="I64">
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+				<port id="1" precision="I64">
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+			</output>
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+			<data destination_type="boolean" />
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+			</output>
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+					<dim>64</dim>
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+		<layer id="117" name="Multiply_26047" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>-1</dim>
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+		<layer id="118" name="/transformer/h.0/attn/Div" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="false" />
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+				<port id="0" precision="FP32">
+					<dim>-1</dim>
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+				<port id="1" precision="FP32">
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+					<dim>-1</dim>
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+				<port id="2" precision="FP32" names="/transformer/h.0/attn/Div_output_0">
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+			</output>
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+		<layer id="119" name="onnx::Where_2793" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="165677400" size="4" />
+			<output>
+				<port id="0" precision="FP32" names="onnx::Where_2774,onnx::Where_2793,onnx::Where_2812,onnx::Where_2831,onnx::Where_2850,onnx::Where_2869,onnx::Where_2888,onnx::Where_2907,onnx::Where_2926,onnx::Where_2945,onnx::Where_2964,onnx::Where_2983" />
+			</output>
+		</layer>
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+			<data auto_broadcast="numpy" />
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+				<port id="0" precision="BOOL">
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+				<port id="2" precision="FP32" />
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+			</output>
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+		<layer id="121" name="/transformer/h.0/attn/Softmax" type="SoftMax" version="opset8">
+			<data axis="3" />
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+				<port id="0" precision="FP32">
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+					<dim>-1</dim>
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+			<data element_type="i64" shape="4" offset="165677192" size="32" />
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+				<port id="0" precision="I64">
+					<dim>4</dim>
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+		<layer id="123" name="/transformer/h.0/attn/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
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+				<port id="1" precision="I64">
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+					<dim>64</dim>
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+			<data transpose_a="false" transpose_b="false" />
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+			</input>
+			<output>
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+					<dim>-1</dim>
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+					<dim>64</dim>
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+				<port id="0" precision="FP32">
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+			<data transpose_a="false" transpose_b="true" />
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+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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+		<layer id="235" name="/transformer/h.1/attn/Sub" type="Subtract" version="opset1">
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+				<port id="1" precision="I64" />
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+				<port id="1" precision="I64">
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+			<data begin_mask="1, 1, 0" end_mask="1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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+				<port id="1" precision="I64">
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+			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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+				<port id="1" precision="I64">
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