diff --git "a/.checkpoints/thermal/thermal.xml" "b/.checkpoints/thermal/thermal.xml"
new file mode 100644--- /dev/null
+++ "b/.checkpoints/thermal/thermal.xml"
@@ -0,0 +1,19218 @@
+<?xml version="1.0"?>
+<net name="Model12" version="11">
+	<layers>
+		<layer id="0" name="data" type="Parameter" version="opset1">
+			<data shape="?,?,?,?" element_type="f32" />
+			<output>
+				<port id="0" precision="FP32" names="data">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1" name="Constant_819923_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1" offset="0" size="2" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2" name="Constant_819923" 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>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3" name="self.model.modality_preprocessors.thermal.cls_token_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="1, 1, 768" offset="2" size="1536" />
+			<output>
+				<port id="0" precision="FP16" names="self.model.modality_preprocessors.thermal.cls_token">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4" name="self.model.modality_preprocessors.thermal.cls_token" 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="5" name="self.model.modality_preprocessors.thermal.rgbt_stem.proj.weight_compressed" type="Const" version="opset1">
+			<data element_type="f16" shape="768, 1, 16, 16" offset="1538" size="393216" />
+			<output>
+				<port id="0" precision="FP16" names="self.model.modality_preprocessors.thermal.rgbt_stem.proj.weight">
+					<dim>768</dim>
+					<dim>1</dim>
+					<dim>16</dim>
+					<dim>16</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6" name="self.model.modality_preprocessors.thermal.rgbt_stem.proj.weight" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>768</dim>
+					<dim>1</dim>
+					<dim>16</dim>
+					<dim>16</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>768</dim>
+					<dim>1</dim>
+					<dim>16</dim>
+					<dim>16</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7" name="__module.model.modality_preprocessors.thermal.rgbt_stem.proj/aten::_convolution/Convolution" type="Convolution" version="opset1">
+			<data strides="16, 16" dilations="1, 1" pads_begin="0, 0" pads_end="0, 0" auto_pad="explicit" />
+			<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>768</dim>
+					<dim>1</dim>
+					<dim>16</dim>
+					<dim>16</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="46,x.1">
+					<dim>-1</dim>
+					<dim>768</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="8" name="ShapeOf_825310" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>768</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="9" name="Constant_825311" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="394754" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="10" name="Constant_825312" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="394754" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="11" name="Gather_825313" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="53">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="12" name="Constant_812503" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="394762" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="13" name="Constant_812505" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="394762" size="8" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="14" name="__module.model.modality_preprocessors.thermal/prim::ListConstruct/Concat" 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>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="3" precision="I64" names="54">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="15" name="__module.model.modality_preprocessors.thermal/aten::expand/Broadcast" type="Broadcast" version="opset3">
+			<data mode="bidirectional" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="55">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>768</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="16" name="Constant_825361" type="Const" version="opset1">
+			<data element_type="i64" shape="3" offset="394770" size="24" />
+			<rt_info>
+				<attribute name="precise" version="0" />
+			</rt_info>
+			<output>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="17" name="__module.model.modality_preprocessors.thermal.rgbt_stem/aten::flatten/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
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+				<port id="0" precision="FP32">
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+				<port id="1" precision="I64">
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+			<output>
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+			<data element_type="i32" shape="3" offset="394794" size="12" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>3</dim>
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+			</output>
+		</layer>
+		<layer id="19" name="__module.model.modality_preprocessors.thermal.rgbt_stem/aten::transpose/Transpose" type="Transpose" version="opset1">
+			<input>
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+		<layer id="20" name="__module.model.modality_preprocessors.thermal.rgbt_stem.norm_layer/aten::layer_norm/Multiply" type="Const" version="opset1">
+			<data element_type="i32" shape="1" offset="394806" size="4" />
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+		</layer>
+		<layer id="21" name="__module.model.modality_preprocessors.thermal.rgbt_stem.norm_layer/aten::layer_norm/MVN" type="MVN" version="opset6">
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+		</layer>
+		<layer id="23" name="Constant_819822" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+		<layer id="24" name="__module.model.modality_preprocessors.thermal.rgbt_stem.norm_layer/aten::layer_norm/Multiply_1" type="Multiply" version="opset1">
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+		<layer id="25" name="Constant_819823_compressed" type="Const" version="opset1">
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