diff --git "a/FP16/text_encoder.xml" "b/FP16/text_encoder.xml"
new file mode 100644--- /dev/null
+++ "b/FP16/text_encoder.xml"
@@ -0,0 +1,21808 @@
+<?xml version="1.0" ?>
+<net name="torch_jit" version="11">
+	<layers>
+		<layer id="0" name="tokens" type="Parameter" version="opset1">
+			<data shape="1,77" element_type="i64"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="tokens"/>
+				<attribute name="old_api_map_element_type" version="0" value="i32"/>
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="tokens">
+					<dim>1</dim>
+					<dim>77</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1" name="text_model.embeddings.token_embedding.weight_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="49408, 768" offset="0" size="75890688"/>
+			<output>
+				<port id="0" precision="FP16">
+					<dim>49408</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2" name="text_model.embeddings.token_embedding.weight" type="Convert" version="opset1">
+			<data destination_type="f32"/>
+			<rt_info>
+				<attribute name="decompression" version="0"/>
+				<attribute name="fused_names" version="0" value="text_model.embeddings.token_embedding.weight"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>49408</dim>
+					<dim>768</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="text_model.embeddings.token_embedding.weight">
+					<dim>49408</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3" name="/text_model/Constant" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="75890688" size="16"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/text_model/Constant"/>
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/text_model/Constant_output_0">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4" name="/text_model/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/text_model/Reshape"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+					<dim>77</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="/text_model/Reshape_output_0">
+					<dim>1</dim>
+					<dim>77</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5" name="Constant_205" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="75890704" size="8"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_205"/>
+			</rt_info>
+			<output>
+				<port id="0" precision="I64"/>
+			</output>
+		</layer>
+		<layer id="6" name="/text_model/embeddings/token_embedding/Gather" type="Gather" version="opset8">
+			<data batch_dims="0"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/text_model/embeddings/token_embedding/Gather"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>49408</dim>
+					<dim>768</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+					<dim>77</dim>
+				</port>
+				<port id="2" precision="I64"/>
+			</input>
+			<output>
+				<port id="3" precision="FP32" names="/text_model/embeddings/token_embedding/Gather_output_0">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7" name="/text_model/embeddings/position_embedding/Gather_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 77, 768" offset="75890712" size="118272"/>
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="8" name="/text_model/embeddings/position_embedding/Gather" type="Convert" version="opset1">
+			<data destination_type="f32"/>
+			<rt_info>
+				<attribute name="decompression" version="0"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="/text_model/embeddings/position_embedding/Gather_output_0">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="9" name="/text_model/embeddings/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/text_model/embeddings/Add, /text_model/embeddings/position_embedding/Gather"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="/text_model/embeddings/Add_output_0">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="10" name="Constant_5811_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 768" offset="76008984" size="1536"/>
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="11" name="Constant_5811" type="Convert" version="opset1">
+			<data destination_type="f32"/>
+			<rt_info>
+				<attribute name="decompression" version="0"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="12" name="Constant_264" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="76010520" size="8"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_264"/>
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="13" name="/text_model/encoder/layers.0/layer_norm1/Div" type="MVN" version="opset6">
+			<data eps="9.9999997473787516e-06" normalize_variance="true" eps_mode="INSIDE_SQRT"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/text_model/encoder/layers.0/layer_norm1/Add, /text_model/encoder/layers.0/layer_norm1/Div, /text_model/encoder/layers.0/layer_norm1/Pow, /text_model/encoder/layers.0/layer_norm1/ReduceMean, /text_model/encoder/layers.0/layer_norm1/ReduceMean_1, /text_model/encoder/layers.0/layer_norm1/Sqrt, /text_model/encoder/layers.0/layer_norm1/Sub"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="/text_model/encoder/layers.0/layer_norm1/Div_output_0">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="14" name="Constant_5806_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 768" offset="76010528" size="1536"/>
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="15" name="Constant_5806" type="Convert" version="opset1">
+			<data destination_type="f32"/>
+			<rt_info>
+				<attribute name="decompression" version="0"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="16" name="/text_model/encoder/layers.0/layer_norm1/Mul" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/text_model/encoder/layers.0/layer_norm1/Mul"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</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="/text_model/encoder/layers.0/layer_norm1/Mul_output_0">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="17" name="Constant_5807_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 768" offset="76012064" size="1536"/>
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="18" name="Constant_5807" type="Convert" version="opset1">
+			<data destination_type="f32"/>
+			<rt_info>
+				<attribute name="decompression" version="0"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="19" name="/text_model/encoder/layers.0/layer_norm1/Add_1" type="Add" version="opset1">
+			<data auto_broadcast="numpy"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/text_model/encoder/layers.0/layer_norm1/Add_1"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</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="/text_model/encoder/layers.0/layer_norm1/Add_1_output_0">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="20" name="Constant_5574_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="768, 768" offset="76013600" size="1179648"/>
+			<output>
+				<port id="0" precision="FP16">
+					<dim>768</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="21" name="Constant_5574" type="Convert" version="opset1">
+			<data destination_type="f32"/>
+			<rt_info>
+				<attribute name="decompression" version="0"/>
+				<attribute name="fused_names" version="0" value="/text_model/encoder/layers.0/self_attn/Constant, /text_model/encoder/layers.0/self_attn/Mul, /text_model/encoder/layers.0/self_attn/q_proj/Add, /text_model/encoder/layers.0/self_attn/q_proj/MatMul, onnx::MatMul_2129"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>768</dim>
+					<dim>768</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>768</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="22" name="Multiply_5522" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/text_model/encoder/layers.0/self_attn/Constant, /text_model/encoder/layers.0/self_attn/Mul, /text_model/encoder/layers.0/self_attn/q_proj/Add, /text_model/encoder/layers.0/self_attn/q_proj/MatMul, onnx::MatMul_2129"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>77</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>77</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="23" name="Constant_5808_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 768" offset="77193248" size="1536"/>
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="24" name="Constant_5808" type="Convert" version="opset1">
+			<data destination_type="f32"/>
+			<rt_info>
+				<attribute name="decompression" version="0"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="25" name="/text_model/encoder/layers.0/self_attn/Mul" type="Add" version="opset1">
+			<data auto_broadcast="numpy"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/text_model/encoder/layers.0/self_attn/Mul, /text_model/encoder/layers.0/self_attn/q_proj/Add"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</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="/text_model/encoder/layers.0/self_attn/Mul_output_0">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="26" name="/text_model/encoder/layers.0/self_attn/Constant_3" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="77194784" size="32"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/text_model/encoder/layers.0/self_attn/Constant_3"/>
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/text_model/encoder/layers.0/self_attn/Constant_3_output_0">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="27" name="/text_model/encoder/layers.0/self_attn/Reshape_2" type="Reshape" version="opset1">
+			<data special_zero="true"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/text_model/encoder/layers.0/self_attn/Reshape_2"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>768</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="/text_model/encoder/layers.0/self_attn/Reshape_2_output_0">
+					<dim>1</dim>
+					<dim>77</dim>
+					<dim>12</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="28" name="Constant_310" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="77194816" size="32"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="Constant_310"/>
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="29" name="/text_model/encoder/layers.0/self_attn/Transpose_2" type="Transpose" version="opset1">
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/text_model/encoder/layers.0/self_attn/Transpose_2"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>77</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="/text_model/encoder/layers.0/self_attn/Transpose_2_output_0">
+					<dim>1</dim>
+					<dim>12</dim>
+					<dim>77</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="30" name="/text_model/encoder/layers.0/self_attn/Constant_4" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="77194848" size="24"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/text_model/encoder/layers.0/self_attn/Constant_4"/>
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" names="/text_model/encoder/layers.0/self_attn/Constant_4_output_0">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="31" name="/text_model/encoder/layers.0/self_attn/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="true"/>
+			<rt_info>
+				<attribute name="fused_names" version="0" value="/text_model/encoder/layers.0/self_attn/Reshape_3"/>
+			</rt_info>
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>12</dim>
+					<dim>77</dim>
+					<dim>64</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="/text_model/encoder/layers.0/self_attn/Reshape_3_output_0">
+					<dim>12</dim>
+					<dim>77</dim>
+					<dim>64</dim>
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+	<meta_data>
+		<MO_version value="2022.2.0-7713-af16ea1d79a-releases/2022/2"/>
+		<Runtime_version value="2022.2.0-7713-af16ea1d79a-releases/2022/2"/>
+		<legacy_path value="False"/>
+		<cli_parameters>
+			<caffe_parser_path value="DIR"/>
+			<compress_fp16 value="True"/>
+			<data_type value="FP32"/>
+			<disable_nhwc_to_nchw value="False"/>
+			<disable_omitting_optional value="False"/>
+			<disable_resnet_optimization value="False"/>
+			<disable_weights_compression value="False"/>
+			<enable_concat_optimization value="False"/>
+			<enable_flattening_nested_params value="False"/>
+			<enable_ssd_gluoncv value="False"/>
+			<extensions value="DIR"/>
+			<framework value="onnx"/>
+			<freeze_placeholder_with_value value="{}"/>
+			<input_model value="DIR\text_encoder.onnx"/>
+			<input_model_is_text value="False"/>
+			<k value="DIR\CustomLayersMapping.xml"/>
+			<layout value="()"/>
+			<layout_values value="{}"/>
+			<legacy_mxnet_model value="False"/>
+			<log_level value="ERROR"/>
+			<mean_scale_values value="{}"/>
+			<mean_values value="()"/>
+			<model_name value="text_encoder"/>
+			<output_dir value="DIR"/>
+			<placeholder_data_types value="{}"/>
+			<progress value="False"/>
+			<remove_memory value="False"/>
+			<remove_output_softmax value="False"/>
+			<reverse_input_channels value="False"/>
+			<save_params_from_nd value="False"/>
+			<scale_values value="()"/>
+			<silent value="False"/>
+			<source_layout value="()"/>
+			<static_shape value="False"/>
+			<stream_output value="False"/>
+			<target_layout value="()"/>
+			<transform value=""/>
+			<use_legacy_frontend value="False"/>
+			<use_new_frontend value="False"/>
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+	</meta_data>
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