diff --git a/tests/torch/data/reference_graphs/fx/reference_metatypes/yolov8n.json b/tests/torch/data/reference_graphs/fx/reference_metatypes/yolov8n.json
deleted file mode 100644
index 61afa90e897..00000000000
--- a/tests/torch/data/reference_graphs/fx/reference_metatypes/yolov8n.json
+++ /dev/null
@@ -1 +0,0 @@
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"GatherOp", "getitem_168": "GatherOp", "silu__50": "SiluOp", "_param_constant157": "const_noop", "_param_constant158": "const_noop", "conv2d_53": "Conv2DOp", "_param_constant159": "const_noop", "conv2d_54": "Conv2DOp", "empty_51": "unknown", "_param_constant160": "const_noop", "_param_constant161": "const_noop", "_tensor_constant102": "const_noop", "_tensor_constant103": "const_noop", "_native_batch_norm_legit_no_training_51": "BatchNormOp", "getitem_169": "GatherOp", "getitem_170": "GatherOp", "getitem_171": "GatherOp", "silu__51": "SiluOp", "_param_constant162": "const_noop", "conv2d_55": "Conv2DOp", "empty_52": "unknown", "_param_constant163": "const_noop", "_param_constant164": "const_noop", "_tensor_constant104": "const_noop", "_tensor_constant105": "const_noop", "_native_batch_norm_legit_no_training_52": "BatchNormOp", "getitem_172": "GatherOp", "getitem_173": "GatherOp", "getitem_174": "GatherOp", "silu__52": "SiluOp", "_param_constant165": "const_noop", "_param_constant166": "const_noop", "conv2d_56": "Conv2DOp", "cat_14": "CatOp", "_param_constant167": "const_noop", "conv2d_57": "Conv2DOp", "empty_53": "unknown", "_param_constant168": "const_noop", "_param_constant169": "const_noop", "_tensor_constant106": "const_noop", "_tensor_constant107": "const_noop", "_native_batch_norm_legit_no_training_53": "BatchNormOp", "getitem_175": "GatherOp", "getitem_176": "GatherOp", "getitem_177": "GatherOp", "silu__53": "SiluOp", "_param_constant170": "const_noop", "conv2d_58": "Conv2DOp", "empty_54": "unknown", "_param_constant171": "const_noop", "_param_constant172": "const_noop", "_tensor_constant108": "const_noop", "_tensor_constant109": "const_noop", "_native_batch_norm_legit_no_training_54": "BatchNormOp", "getitem_178": "GatherOp", "getitem_179": "GatherOp", "getitem_180": "GatherOp", "silu__54": "SiluOp", "_param_constant173": "const_noop", "_param_constant174": "const_noop", "conv2d_59": "Conv2DOp", "_param_constant175": "const_noop", "conv2d_60": "Conv2DOp", "empty_55": "unknown", "_param_constant176": "const_noop", "_param_constant177": "const_noop", "_tensor_constant110": "const_noop", "_tensor_constant111": "const_noop", "_native_batch_norm_legit_no_training_55": "BatchNormOp", "getitem_181": "GatherOp", "getitem_182": "GatherOp", "getitem_183": "GatherOp", "silu__55": "SiluOp", "_param_constant178": "const_noop", "conv2d_61": "Conv2DOp", "empty_56": "unknown", "_param_constant179": "const_noop", "_param_constant180": "const_noop", "_tensor_constant112": "const_noop", "_tensor_constant113": "const_noop", "_native_batch_norm_legit_no_training_56": "BatchNormOp", "getitem_184": "GatherOp", "getitem_185": "GatherOp", "getitem_186": "GatherOp", "silu__56": "SiluOp", "_param_constant181": "const_noop", "_param_constant182": "const_noop", "conv2d_62": "Conv2DOp", "cat_15": "CatOp", "view": "ReshapeOp", "view_1": "ReshapeOp", "view_2": "ReshapeOp", "cat_16": "CatOp", "split_with_sizes": "SplitOp", "getitem_187": "GatherOp", "getitem_188": "GatherOp", "view_3": "ReshapeOp", "transpose": "TransposeOp", "softmax": "SoftmaxOp", "_param_constant183": "const_noop", "conv2d_63": "Conv2DOp", "view_4": "ReshapeOp", "_tensor_constant114": "const_noop", "unsqueeze": "ReshapeOp", "chunk_8": "SplitOp", "getitem_189": "GatherOp", "getitem_190": "GatherOp", "sub": "SubOp", "add_6": "AddOp", "add_7": "AddOp", "div": "DivOp", "sub_1": "SubOp", "cat_17": "CatOp", "_tensor_constant115": "const_noop", "mul": "MulOp", "sigmoid": "SigmoidOp", "cat_18": "CatOp", "output": "output_noop"}
\ No newline at end of file
diff --git a/tests/torch/data/reference_graphs/fx/yolov8n.dot b/tests/torch/data/reference_graphs/fx/yolov8n.dot
deleted file mode 100644
index a964a41be9d..00000000000
--- a/tests/torch/data/reference_graphs/fx/yolov8n.dot
+++ /dev/null
@@ -1,1554 +0,0 @@
-strict digraph  {
-"0 arg0_1" [id=0, type=input];
-"1 _param_constant0" [id=1, type=get_attr];
-"2 conv2d" [id=2, type=conv2d];
-"3 empty" [id=3, type=empty];
-"4 _param_constant1" [id=4, type=get_attr];
-"5 _param_constant2" [id=5, type=get_attr];
-"6 _tensor_constant0" [id=6, type=get_attr];
-"7 _tensor_constant1" [id=7, type=get_attr];
-"8 _native_batch_norm_legit_no_training" [id=8, type=_native_batch_norm_legit_no_training];
-"9 getitem" [id=9, type=__getitem__];
-"10 getitem_1" [id=10, type=__getitem__];
-"11 getitem_2" [id=11, type=__getitem__];
-"12 silu_" [id=12, type=silu_];
-"13 _param_constant3" [id=13, type=get_attr];
-"14 conv2d_1" [id=14, type=conv2d];
-"15 empty_1" [id=15, type=empty];
-"16 _param_constant4" [id=16, type=get_attr];
-"17 _param_constant5" [id=17, type=get_attr];
-"18 _tensor_constant2" [id=18, type=get_attr];
-"19 _tensor_constant3" [id=19, type=get_attr];
-"20 _native_batch_norm_legit_no_training_1" [id=20, type=_native_batch_norm_legit_no_training];
-"21 getitem_3" [id=21, type=__getitem__];
-"22 getitem_4" [id=22, type=__getitem__];
-"23 getitem_5" [id=23, type=__getitem__];
-"24 silu__1" [id=24, type=silu_];
-"25 _param_constant6" [id=25, type=get_attr];
-"26 conv2d_2" [id=26, type=conv2d];
-"27 empty_2" [id=27, type=empty];
-"28 _param_constant7" [id=28, type=get_attr];
-"29 _param_constant8" [id=29, type=get_attr];
-"30 _tensor_constant4" [id=30, type=get_attr];
-"31 _tensor_constant5" [id=31, type=get_attr];
-"32 _native_batch_norm_legit_no_training_2" [id=32, type=_native_batch_norm_legit_no_training];
-"33 getitem_6" [id=33, type=__getitem__];
-"34 getitem_7" [id=34, type=__getitem__];
-"35 getitem_8" [id=35, type=__getitem__];
-"36 silu__2" [id=36, type=silu_];
-"37 chunk" [id=37, type=chunk];
-"38 getitem_9" [id=38, type=__getitem__];
-"39 getitem_10" [id=39, type=__getitem__];
-"40 _param_constant9" [id=40, type=get_attr];
-"41 conv2d_3" [id=41, type=conv2d];
-"42 empty_3" [id=42, type=empty];
-"43 _param_constant10" [id=43, type=get_attr];
-"44 _param_constant11" [id=44, type=get_attr];
-"45 _tensor_constant6" [id=45, type=get_attr];
-"46 _tensor_constant7" [id=46, type=get_attr];
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-"48 getitem_11" [id=48, type=__getitem__];
-"49 getitem_12" [id=49, type=__getitem__];
-"50 getitem_13" [id=50, type=__getitem__];
-"51 silu__3" [id=51, type=silu_];
-"52 _param_constant12" [id=52, type=get_attr];
-"53 conv2d_4" [id=53, type=conv2d];
-"54 empty_4" [id=54, type=empty];
-"55 _param_constant13" [id=55, type=get_attr];
-"56 _param_constant14" [id=56, type=get_attr];
-"57 _tensor_constant8" [id=57, type=get_attr];
-"58 _tensor_constant9" [id=58, type=get_attr];
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-"62 getitem_16" [id=62, type=__getitem__];
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-"64 add" [id=64, type=add];
-"65 cat" [id=65, type=cat];
-"66 _param_constant15" [id=66, type=get_attr];
-"67 conv2d_5" [id=67, type=conv2d];
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-"77 silu__5" [id=77, type=silu_];
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-"79 conv2d_6" [id=79, type=conv2d];
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-"81 _param_constant19" [id=81, type=get_attr];
-"82 _param_constant20" [id=82, type=get_attr];
-"83 _tensor_constant12" [id=83, type=get_attr];
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-"89 silu__6" [id=89, type=silu_];
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-"91 conv2d_7" [id=91, type=conv2d];
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-"93 _param_constant22" [id=93, type=get_attr];
-"94 _param_constant23" [id=94, type=get_attr];
-"95 _tensor_constant14" [id=95, type=get_attr];
-"96 _tensor_constant15" [id=96, type=get_attr];
-"97 _native_batch_norm_legit_no_training_7" [id=97, type=_native_batch_norm_legit_no_training];
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-"99 getitem_24" [id=99, type=__getitem__];
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-"101 silu__7" [id=101, type=silu_];
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-"104 getitem_27" [id=104, type=__getitem__];
-"105 _param_constant24" [id=105, type=get_attr];
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-"107 empty_8" [id=107, type=empty];
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-"109 _param_constant26" [id=109, type=get_attr];
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-"125 getitem_31" [id=125, type=__getitem__];
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-"129 add_1" [id=129, type=add];
-"130 _param_constant30" [id=130, type=get_attr];
-"131 conv2d_10" [id=131, type=conv2d];
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-"133 _param_constant31" [id=133, type=get_attr];
-"134 _param_constant32" [id=134, type=get_attr];
-"135 _tensor_constant20" [id=135, type=get_attr];
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-"137 _native_batch_norm_legit_no_training_10" [id=137, type=_native_batch_norm_legit_no_training];
-"138 getitem_34" [id=138, type=__getitem__];
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-"140 getitem_36" [id=140, type=__getitem__];
-"141 silu__10" [id=141, type=silu_];
-"142 _param_constant33" [id=142, type=get_attr];
-"143 conv2d_11" [id=143, type=conv2d];
-"144 empty_11" [id=144, type=empty];
-"145 _param_constant34" [id=145, type=get_attr];
-"146 _param_constant35" [id=146, type=get_attr];
-"147 _tensor_constant22" [id=147, type=get_attr];
-"148 _tensor_constant23" [id=148, type=get_attr];
-"149 _native_batch_norm_legit_no_training_11" [id=149, type=_native_batch_norm_legit_no_training];
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-"151 getitem_38" [id=151, type=__getitem__];
-"152 getitem_39" [id=152, type=__getitem__];
-"153 silu__11" [id=153, type=silu_];
-"154 add_2" [id=154, type=add];
-"155 cat_1" [id=155, type=cat];
-"156 _param_constant36" [id=156, type=get_attr];
-"157 conv2d_12" [id=157, type=conv2d];
-"158 empty_12" [id=158, type=empty];
-"159 _param_constant37" [id=159, type=get_attr];
-"160 _param_constant38" [id=160, type=get_attr];
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-"169 conv2d_13" [id=169, type=conv2d];
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-"181 conv2d_14" [id=181, type=conv2d];
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-"183 _param_constant43" [id=183, type=get_attr];
-"184 _param_constant44" [id=184, type=get_attr];
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-"189 getitem_47" [id=189, type=__getitem__];
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-"192 chunk_2" [id=192, type=chunk];
-"193 getitem_49" [id=193, type=__getitem__];
-"194 getitem_50" [id=194, type=__getitem__];
-"195 _param_constant45" [id=195, type=get_attr];
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-"197 empty_15" [id=197, type=empty];
-"198 _param_constant46" [id=198, type=get_attr];
-"199 _param_constant47" [id=199, type=get_attr];
-"200 _tensor_constant30" [id=200, type=get_attr];
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-"202 _native_batch_norm_legit_no_training_15" [id=202, type=_native_batch_norm_legit_no_training];
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-"204 getitem_52" [id=204, type=__getitem__];
-"205 getitem_53" [id=205, type=__getitem__];
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-"207 _param_constant48" [id=207, type=get_attr];
-"208 conv2d_16" [id=208, type=conv2d];
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-"210 _param_constant49" [id=210, type=get_attr];
-"211 _param_constant50" [id=211, type=get_attr];
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-"213 _tensor_constant33" [id=213, type=get_attr];
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-"215 getitem_54" [id=215, type=__getitem__];
-"216 getitem_55" [id=216, type=__getitem__];
-"217 getitem_56" [id=217, type=__getitem__];
-"218 silu__16" [id=218, type=silu_];
-"219 add_3" [id=219, type=add];
-"220 _param_constant51" [id=220, type=get_attr];
-"221 conv2d_17" [id=221, type=conv2d];
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-"246 _param_constant57" [id=246, type=get_attr];
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-"250 _param_constant59" [id=250, type=get_attr];
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-"252 _tensor_constant39" [id=252, type=get_attr];
-"253 _native_batch_norm_legit_no_training_19" [id=253, type=_native_batch_norm_legit_no_training];
-"254 getitem_63" [id=254, type=__getitem__];
-"255 getitem_64" [id=255, type=__getitem__];
-"256 getitem_65" [id=256, type=__getitem__];
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-"258 _param_constant60" [id=258, type=get_attr];
-"259 conv2d_20" [id=259, type=conv2d];
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-"261 _param_constant61" [id=261, type=get_attr];
-"262 _param_constant62" [id=262, type=get_attr];
-"263 _tensor_constant40" [id=263, type=get_attr];
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-"266 getitem_66" [id=266, type=__getitem__];
-"267 getitem_67" [id=267, type=__getitem__];
-"268 getitem_68" [id=268, type=__getitem__];
-"269 silu__20" [id=269, type=silu_];
-"270 _param_constant63" [id=270, type=get_attr];
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-"642 conv2d_50" [id=642, type=conv2d];
-"643 cat_13" [id=643, type=cat];
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-"645 conv2d_51" [id=645, type=conv2d];
-"646 empty_49" [id=646, type=empty];
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-"648 _param_constant153" [id=648, type=get_attr];
-"649 _tensor_constant98" [id=649, type=get_attr];
-"650 _tensor_constant99" [id=650, type=get_attr];
-"651 _native_batch_norm_legit_no_training_49" [id=651, type=_native_batch_norm_legit_no_training];
-"652 getitem_163" [id=652, type=__getitem__];
-"653 getitem_164" [id=653, type=__getitem__];
-"654 getitem_165" [id=654, type=__getitem__];
-"655 silu__49" [id=655, type=silu_];
-"656 _param_constant154" [id=656, type=get_attr];
-"657 conv2d_52" [id=657, type=conv2d];
-"658 empty_50" [id=658, type=empty];
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-"660 _param_constant156" [id=660, type=get_attr];
-"661 _tensor_constant100" [id=661, type=get_attr];
-"662 _tensor_constant101" [id=662, type=get_attr];
-"663 _native_batch_norm_legit_no_training_50" [id=663, type=_native_batch_norm_legit_no_training];
-"664 getitem_166" [id=664, type=__getitem__];
-"665 getitem_167" [id=665, type=__getitem__];
-"666 getitem_168" [id=666, type=__getitem__];
-"667 silu__50" [id=667, type=silu_];
-"668 _param_constant157" [id=668, type=get_attr];
-"669 _param_constant158" [id=669, type=get_attr];
-"670 conv2d_53" [id=670, type=conv2d];
-"671 _param_constant159" [id=671, type=get_attr];
-"672 conv2d_54" [id=672, type=conv2d];
-"673 empty_51" [id=673, type=empty];
-"674 _param_constant160" [id=674, type=get_attr];
-"675 _param_constant161" [id=675, type=get_attr];
-"676 _tensor_constant102" [id=676, type=get_attr];
-"677 _tensor_constant103" [id=677, type=get_attr];
-"678 _native_batch_norm_legit_no_training_51" [id=678, type=_native_batch_norm_legit_no_training];
-"679 getitem_169" [id=679, type=__getitem__];
-"680 getitem_170" [id=680, type=__getitem__];
-"681 getitem_171" [id=681, type=__getitem__];
-"682 silu__51" [id=682, type=silu_];
-"683 _param_constant162" [id=683, type=get_attr];
-"684 conv2d_55" [id=684, type=conv2d];
-"685 empty_52" [id=685, type=empty];
-"686 _param_constant163" [id=686, type=get_attr];
-"687 _param_constant164" [id=687, type=get_attr];
-"688 _tensor_constant104" [id=688, type=get_attr];
-"689 _tensor_constant105" [id=689, type=get_attr];
-"690 _native_batch_norm_legit_no_training_52" [id=690, type=_native_batch_norm_legit_no_training];
-"691 getitem_172" [id=691, type=__getitem__];
-"692 getitem_173" [id=692, type=__getitem__];
-"693 getitem_174" [id=693, type=__getitem__];
-"694 silu__52" [id=694, type=silu_];
-"695 _param_constant165" [id=695, type=get_attr];
-"696 _param_constant166" [id=696, type=get_attr];
-"697 conv2d_56" [id=697, type=conv2d];
-"698 cat_14" [id=698, type=cat];
-"699 _param_constant167" [id=699, type=get_attr];
-"700 conv2d_57" [id=700, type=conv2d];
-"701 empty_53" [id=701, type=empty];
-"702 _param_constant168" [id=702, type=get_attr];
-"703 _param_constant169" [id=703, type=get_attr];
-"704 _tensor_constant106" [id=704, type=get_attr];
-"705 _tensor_constant107" [id=705, type=get_attr];
-"706 _native_batch_norm_legit_no_training_53" [id=706, type=_native_batch_norm_legit_no_training];
-"707 getitem_175" [id=707, type=__getitem__];
-"708 getitem_176" [id=708, type=__getitem__];
-"709 getitem_177" [id=709, type=__getitem__];
-"710 silu__53" [id=710, type=silu_];
-"711 _param_constant170" [id=711, type=get_attr];
-"712 conv2d_58" [id=712, type=conv2d];
-"713 empty_54" [id=713, type=empty];
-"714 _param_constant171" [id=714, type=get_attr];
-"715 _param_constant172" [id=715, type=get_attr];
-"716 _tensor_constant108" [id=716, type=get_attr];
-"717 _tensor_constant109" [id=717, type=get_attr];
-"718 _native_batch_norm_legit_no_training_54" [id=718, type=_native_batch_norm_legit_no_training];
-"719 getitem_178" [id=719, type=__getitem__];
-"720 getitem_179" [id=720, type=__getitem__];
-"721 getitem_180" [id=721, type=__getitem__];
-"722 silu__54" [id=722, type=silu_];
-"723 _param_constant173" [id=723, type=get_attr];
-"724 _param_constant174" [id=724, type=get_attr];
-"725 conv2d_59" [id=725, type=conv2d];
-"726 _param_constant175" [id=726, type=get_attr];
-"727 conv2d_60" [id=727, type=conv2d];
-"728 empty_55" [id=728, type=empty];
-"729 _param_constant176" [id=729, type=get_attr];
-"730 _param_constant177" [id=730, type=get_attr];
-"731 _tensor_constant110" [id=731, type=get_attr];
-"732 _tensor_constant111" [id=732, type=get_attr];
-"733 _native_batch_norm_legit_no_training_55" [id=733, type=_native_batch_norm_legit_no_training];
-"734 getitem_181" [id=734, type=__getitem__];
-"735 getitem_182" [id=735, type=__getitem__];
-"736 getitem_183" [id=736, type=__getitem__];
-"737 silu__55" [id=737, type=silu_];
-"738 _param_constant178" [id=738, type=get_attr];
-"739 conv2d_61" [id=739, type=conv2d];
-"740 empty_56" [id=740, type=empty];
-"741 _param_constant179" [id=741, type=get_attr];
-"742 _param_constant180" [id=742, type=get_attr];
-"743 _tensor_constant112" [id=743, type=get_attr];
-"744 _tensor_constant113" [id=744, type=get_attr];
-"745 _native_batch_norm_legit_no_training_56" [id=745, type=_native_batch_norm_legit_no_training];
-"746 getitem_184" [id=746, type=__getitem__];
-"747 getitem_185" [id=747, type=__getitem__];
-"748 getitem_186" [id=748, type=__getitem__];
-"749 silu__56" [id=749, type=silu_];
-"750 _param_constant181" [id=750, type=get_attr];
-"751 _param_constant182" [id=751, type=get_attr];
-"752 conv2d_62" [id=752, type=conv2d];
-"753 cat_15" [id=753, type=cat];
-"754 view" [id=754, type=view];
-"755 view_1" [id=755, type=view];
-"756 view_2" [id=756, type=view];
-"757 cat_16" [id=757, type=cat];
-"758 split_with_sizes" [id=758, type=split_with_sizes];
-"759 getitem_187" [id=759, type=__getitem__];
-"760 getitem_188" [id=760, type=__getitem__];
-"761 view_3" [id=761, type=view];
-"762 transpose" [id=762, type=transpose];
-"763 softmax" [id=763, type=softmax];
-"764 _param_constant183" [id=764, type=get_attr];
-"765 conv2d_63" [id=765, type=conv2d];
-"766 view_4" [id=766, type=view];
-"767 _tensor_constant114" [id=767, type=get_attr];
-"768 unsqueeze" [id=768, type=unsqueeze];
-"769 chunk_8" [id=769, type=chunk];
-"770 getitem_189" [id=770, type=__getitem__];
-"771 getitem_190" [id=771, type=__getitem__];
-"772 sub" [id=772, type=sub];
-"773 add_6" [id=773, type=add];
-"774 add_7" [id=774, type=add];
-"775 div" [id=775, type=div];
-"776 sub_1" [id=776, type=sub];
-"777 cat_17" [id=777, type=cat];
-"778 _tensor_constant115" [id=778, type=get_attr];
-"779 mul" [id=779, type=mul];
-"780 sigmoid" [id=780, type=sigmoid];
-"781 cat_18" [id=781, type=cat];
-"782 output" [id=782, type=output];
-"0 arg0_1" -> "2 conv2d";
-"1 _param_constant0" -> "2 conv2d";
-"2 conv2d" -> "8 _native_batch_norm_legit_no_training";
-"4 _param_constant1" -> "8 _native_batch_norm_legit_no_training";
-"5 _param_constant2" -> "8 _native_batch_norm_legit_no_training";
-"6 _tensor_constant0" -> "8 _native_batch_norm_legit_no_training";
-"7 _tensor_constant1" -> "8 _native_batch_norm_legit_no_training";
-"8 _native_batch_norm_legit_no_training" -> "9 getitem";
-"8 _native_batch_norm_legit_no_training" -> "10 getitem_1";
-"8 _native_batch_norm_legit_no_training" -> "11 getitem_2";
-"9 getitem" -> "12 silu_";
-"12 silu_" -> "14 conv2d_1";
-"13 _param_constant3" -> "14 conv2d_1";
-"14 conv2d_1" -> "20 _native_batch_norm_legit_no_training_1";
-"16 _param_constant4" -> "20 _native_batch_norm_legit_no_training_1";
-"17 _param_constant5" -> "20 _native_batch_norm_legit_no_training_1";
-"18 _tensor_constant2" -> "20 _native_batch_norm_legit_no_training_1";
-"19 _tensor_constant3" -> "20 _native_batch_norm_legit_no_training_1";
-"20 _native_batch_norm_legit_no_training_1" -> "21 getitem_3";
-"20 _native_batch_norm_legit_no_training_1" -> "22 getitem_4";
-"20 _native_batch_norm_legit_no_training_1" -> "23 getitem_5";
-"21 getitem_3" -> "24 silu__1";
-"24 silu__1" -> "26 conv2d_2";
-"25 _param_constant6" -> "26 conv2d_2";
-"26 conv2d_2" -> "32 _native_batch_norm_legit_no_training_2";
-"28 _param_constant7" -> "32 _native_batch_norm_legit_no_training_2";
-"29 _param_constant8" -> "32 _native_batch_norm_legit_no_training_2";
-"30 _tensor_constant4" -> "32 _native_batch_norm_legit_no_training_2";
-"31 _tensor_constant5" -> "32 _native_batch_norm_legit_no_training_2";
-"32 _native_batch_norm_legit_no_training_2" -> "33 getitem_6";
-"32 _native_batch_norm_legit_no_training_2" -> "34 getitem_7";
-"32 _native_batch_norm_legit_no_training_2" -> "35 getitem_8";
-"33 getitem_6" -> "36 silu__2";
-"36 silu__2" -> "37 chunk";
-"37 chunk" -> "38 getitem_9";
-"37 chunk" -> "39 getitem_10";
-"38 getitem_9" -> "65 cat";
-"39 getitem_10" -> "41 conv2d_3";
-"39 getitem_10" -> "64 add";
-"39 getitem_10" -> "65 cat";
-"40 _param_constant9" -> "41 conv2d_3";
-"41 conv2d_3" -> "47 _native_batch_norm_legit_no_training_3";
-"43 _param_constant10" -> "47 _native_batch_norm_legit_no_training_3";
-"44 _param_constant11" -> "47 _native_batch_norm_legit_no_training_3";
-"45 _tensor_constant6" -> "47 _native_batch_norm_legit_no_training_3";
-"46 _tensor_constant7" -> "47 _native_batch_norm_legit_no_training_3";
-"47 _native_batch_norm_legit_no_training_3" -> "48 getitem_11";
-"47 _native_batch_norm_legit_no_training_3" -> "49 getitem_12";
-"47 _native_batch_norm_legit_no_training_3" -> "50 getitem_13";
-"48 getitem_11" -> "51 silu__3";
-"51 silu__3" -> "53 conv2d_4";
-"52 _param_constant12" -> "53 conv2d_4";
-"53 conv2d_4" -> "59 _native_batch_norm_legit_no_training_4";
-"55 _param_constant13" -> "59 _native_batch_norm_legit_no_training_4";
-"56 _param_constant14" -> "59 _native_batch_norm_legit_no_training_4";
-"57 _tensor_constant8" -> "59 _native_batch_norm_legit_no_training_4";
-"58 _tensor_constant9" -> "59 _native_batch_norm_legit_no_training_4";
-"59 _native_batch_norm_legit_no_training_4" -> "60 getitem_14";
-"59 _native_batch_norm_legit_no_training_4" -> "61 getitem_15";
-"59 _native_batch_norm_legit_no_training_4" -> "62 getitem_16";
-"60 getitem_14" -> "63 silu__4";
-"63 silu__4" -> "64 add";
-"64 add" -> "65 cat";
-"65 cat" -> "67 conv2d_5";
-"66 _param_constant15" -> "67 conv2d_5";
-"67 conv2d_5" -> "73 _native_batch_norm_legit_no_training_5";
-"69 _param_constant16" -> "73 _native_batch_norm_legit_no_training_5";
-"70 _param_constant17" -> "73 _native_batch_norm_legit_no_training_5";
-"71 _tensor_constant10" -> "73 _native_batch_norm_legit_no_training_5";
-"72 _tensor_constant11" -> "73 _native_batch_norm_legit_no_training_5";
-"73 _native_batch_norm_legit_no_training_5" -> "74 getitem_17";
-"73 _native_batch_norm_legit_no_training_5" -> "75 getitem_18";
-"73 _native_batch_norm_legit_no_training_5" -> "76 getitem_19";
-"74 getitem_17" -> "77 silu__5";
-"77 silu__5" -> "79 conv2d_6";
-"78 _param_constant18" -> "79 conv2d_6";
-"79 conv2d_6" -> "85 _native_batch_norm_legit_no_training_6";
-"81 _param_constant19" -> "85 _native_batch_norm_legit_no_training_6";
-"82 _param_constant20" -> "85 _native_batch_norm_legit_no_training_6";
-"83 _tensor_constant12" -> "85 _native_batch_norm_legit_no_training_6";
-"84 _tensor_constant13" -> "85 _native_batch_norm_legit_no_training_6";
-"85 _native_batch_norm_legit_no_training_6" -> "86 getitem_20";
-"85 _native_batch_norm_legit_no_training_6" -> "87 getitem_21";
-"85 _native_batch_norm_legit_no_training_6" -> "88 getitem_22";
-"86 getitem_20" -> "89 silu__6";
-"89 silu__6" -> "91 conv2d_7";
-"90 _param_constant21" -> "91 conv2d_7";
-"91 conv2d_7" -> "97 _native_batch_norm_legit_no_training_7";
-"93 _param_constant22" -> "97 _native_batch_norm_legit_no_training_7";
-"94 _param_constant23" -> "97 _native_batch_norm_legit_no_training_7";
-"95 _tensor_constant14" -> "97 _native_batch_norm_legit_no_training_7";
-"96 _tensor_constant15" -> "97 _native_batch_norm_legit_no_training_7";
-"97 _native_batch_norm_legit_no_training_7" -> "98 getitem_23";
-"97 _native_batch_norm_legit_no_training_7" -> "99 getitem_24";
-"97 _native_batch_norm_legit_no_training_7" -> "100 getitem_25";
-"98 getitem_23" -> "101 silu__7";
-"101 silu__7" -> "102 chunk_1";
-"102 chunk_1" -> "103 getitem_26";
-"102 chunk_1" -> "104 getitem_27";
-"103 getitem_26" -> "155 cat_1";
-"104 getitem_27" -> "106 conv2d_8";
-"104 getitem_27" -> "129 add_1";
-"104 getitem_27" -> "131 conv2d_10";
-"104 getitem_27" -> "154 add_2";
-"104 getitem_27" -> "155 cat_1";
-"105 _param_constant24" -> "106 conv2d_8";
-"106 conv2d_8" -> "112 _native_batch_norm_legit_no_training_8";
-"108 _param_constant25" -> "112 _native_batch_norm_legit_no_training_8";
-"109 _param_constant26" -> "112 _native_batch_norm_legit_no_training_8";
-"110 _tensor_constant16" -> "112 _native_batch_norm_legit_no_training_8";
-"111 _tensor_constant17" -> "112 _native_batch_norm_legit_no_training_8";
-"112 _native_batch_norm_legit_no_training_8" -> "113 getitem_28";
-"112 _native_batch_norm_legit_no_training_8" -> "114 getitem_29";
-"112 _native_batch_norm_legit_no_training_8" -> "115 getitem_30";
-"113 getitem_28" -> "116 silu__8";
-"116 silu__8" -> "118 conv2d_9";
-"117 _param_constant27" -> "118 conv2d_9";
-"118 conv2d_9" -> "124 _native_batch_norm_legit_no_training_9";
-"120 _param_constant28" -> "124 _native_batch_norm_legit_no_training_9";
-"121 _param_constant29" -> "124 _native_batch_norm_legit_no_training_9";
-"122 _tensor_constant18" -> "124 _native_batch_norm_legit_no_training_9";
-"123 _tensor_constant19" -> "124 _native_batch_norm_legit_no_training_9";
-"124 _native_batch_norm_legit_no_training_9" -> "125 getitem_31";
-"124 _native_batch_norm_legit_no_training_9" -> "126 getitem_32";
-"124 _native_batch_norm_legit_no_training_9" -> "127 getitem_33";
-"125 getitem_31" -> "128 silu__9";
-"128 silu__9" -> "129 add_1";
-"129 add_1" -> "155 cat_1";
-"130 _param_constant30" -> "131 conv2d_10";
-"131 conv2d_10" -> "137 _native_batch_norm_legit_no_training_10";
-"133 _param_constant31" -> "137 _native_batch_norm_legit_no_training_10";
-"134 _param_constant32" -> "137 _native_batch_norm_legit_no_training_10";
-"135 _tensor_constant20" -> "137 _native_batch_norm_legit_no_training_10";
-"136 _tensor_constant21" -> "137 _native_batch_norm_legit_no_training_10";
-"137 _native_batch_norm_legit_no_training_10" -> "138 getitem_34";
-"137 _native_batch_norm_legit_no_training_10" -> "139 getitem_35";
-"137 _native_batch_norm_legit_no_training_10" -> "140 getitem_36";
-"138 getitem_34" -> "141 silu__10";
-"141 silu__10" -> "143 conv2d_11";
-"142 _param_constant33" -> "143 conv2d_11";
-"143 conv2d_11" -> "149 _native_batch_norm_legit_no_training_11";
-"145 _param_constant34" -> "149 _native_batch_norm_legit_no_training_11";
-"146 _param_constant35" -> "149 _native_batch_norm_legit_no_training_11";
-"147 _tensor_constant22" -> "149 _native_batch_norm_legit_no_training_11";
-"148 _tensor_constant23" -> "149 _native_batch_norm_legit_no_training_11";
-"149 _native_batch_norm_legit_no_training_11" -> "150 getitem_37";
-"149 _native_batch_norm_legit_no_training_11" -> "151 getitem_38";
-"149 _native_batch_norm_legit_no_training_11" -> "152 getitem_39";
-"150 getitem_37" -> "153 silu__11";
-"153 silu__11" -> "154 add_2";
-"154 add_2" -> "155 cat_1";
-"155 cat_1" -> "157 conv2d_12";
-"156 _param_constant36" -> "157 conv2d_12";
-"157 conv2d_12" -> "163 _native_batch_norm_legit_no_training_12";
-"159 _param_constant37" -> "163 _native_batch_norm_legit_no_training_12";
-"160 _param_constant38" -> "163 _native_batch_norm_legit_no_training_12";
-"161 _tensor_constant24" -> "163 _native_batch_norm_legit_no_training_12";
-"162 _tensor_constant25" -> "163 _native_batch_norm_legit_no_training_12";
-"163 _native_batch_norm_legit_no_training_12" -> "164 getitem_40";
-"163 _native_batch_norm_legit_no_training_12" -> "165 getitem_41";
-"163 _native_batch_norm_legit_no_training_12" -> "166 getitem_42";
-"164 getitem_40" -> "167 silu__12";
-"167 silu__12" -> "169 conv2d_13";
-"167 silu__12" -> "406 cat_7";
-"168 _param_constant39" -> "169 conv2d_13";
-"169 conv2d_13" -> "175 _native_batch_norm_legit_no_training_13";
-"171 _param_constant40" -> "175 _native_batch_norm_legit_no_training_13";
-"172 _param_constant41" -> "175 _native_batch_norm_legit_no_training_13";
-"173 _tensor_constant26" -> "175 _native_batch_norm_legit_no_training_13";
-"174 _tensor_constant27" -> "175 _native_batch_norm_legit_no_training_13";
-"175 _native_batch_norm_legit_no_training_13" -> "176 getitem_43";
-"175 _native_batch_norm_legit_no_training_13" -> "177 getitem_44";
-"175 _native_batch_norm_legit_no_training_13" -> "178 getitem_45";
-"176 getitem_43" -> "179 silu__13";
-"179 silu__13" -> "181 conv2d_14";
-"180 _param_constant42" -> "181 conv2d_14";
-"181 conv2d_14" -> "187 _native_batch_norm_legit_no_training_14";
-"183 _param_constant43" -> "187 _native_batch_norm_legit_no_training_14";
-"184 _param_constant44" -> "187 _native_batch_norm_legit_no_training_14";
-"185 _tensor_constant28" -> "187 _native_batch_norm_legit_no_training_14";
-"186 _tensor_constant29" -> "187 _native_batch_norm_legit_no_training_14";
-"187 _native_batch_norm_legit_no_training_14" -> "188 getitem_46";
-"187 _native_batch_norm_legit_no_training_14" -> "189 getitem_47";
-"187 _native_batch_norm_legit_no_training_14" -> "190 getitem_48";
-"188 getitem_46" -> "191 silu__14";
-"191 silu__14" -> "192 chunk_2";
-"192 chunk_2" -> "193 getitem_49";
-"192 chunk_2" -> "194 getitem_50";
-"193 getitem_49" -> "245 cat_2";
-"194 getitem_50" -> "196 conv2d_15";
-"194 getitem_50" -> "219 add_3";
-"194 getitem_50" -> "221 conv2d_17";
-"194 getitem_50" -> "244 add_4";
-"194 getitem_50" -> "245 cat_2";
-"195 _param_constant45" -> "196 conv2d_15";
-"196 conv2d_15" -> "202 _native_batch_norm_legit_no_training_15";
-"198 _param_constant46" -> "202 _native_batch_norm_legit_no_training_15";
-"199 _param_constant47" -> "202 _native_batch_norm_legit_no_training_15";
-"200 _tensor_constant30" -> "202 _native_batch_norm_legit_no_training_15";
-"201 _tensor_constant31" -> "202 _native_batch_norm_legit_no_training_15";
-"202 _native_batch_norm_legit_no_training_15" -> "203 getitem_51";
-"202 _native_batch_norm_legit_no_training_15" -> "204 getitem_52";
-"202 _native_batch_norm_legit_no_training_15" -> "205 getitem_53";
-"203 getitem_51" -> "206 silu__15";
-"206 silu__15" -> "208 conv2d_16";
-"207 _param_constant48" -> "208 conv2d_16";
-"208 conv2d_16" -> "214 _native_batch_norm_legit_no_training_16";
-"210 _param_constant49" -> "214 _native_batch_norm_legit_no_training_16";
-"211 _param_constant50" -> "214 _native_batch_norm_legit_no_training_16";
-"212 _tensor_constant32" -> "214 _native_batch_norm_legit_no_training_16";
-"213 _tensor_constant33" -> "214 _native_batch_norm_legit_no_training_16";
-"214 _native_batch_norm_legit_no_training_16" -> "215 getitem_54";
-"214 _native_batch_norm_legit_no_training_16" -> "216 getitem_55";
-"214 _native_batch_norm_legit_no_training_16" -> "217 getitem_56";
-"215 getitem_54" -> "218 silu__16";
-"218 silu__16" -> "219 add_3";
-"219 add_3" -> "245 cat_2";
-"220 _param_constant51" -> "221 conv2d_17";
-"221 conv2d_17" -> "227 _native_batch_norm_legit_no_training_17";
-"223 _param_constant52" -> "227 _native_batch_norm_legit_no_training_17";
-"224 _param_constant53" -> "227 _native_batch_norm_legit_no_training_17";
-"225 _tensor_constant34" -> "227 _native_batch_norm_legit_no_training_17";
-"226 _tensor_constant35" -> "227 _native_batch_norm_legit_no_training_17";
-"227 _native_batch_norm_legit_no_training_17" -> "228 getitem_57";
-"227 _native_batch_norm_legit_no_training_17" -> "229 getitem_58";
-"227 _native_batch_norm_legit_no_training_17" -> "230 getitem_59";
-"228 getitem_57" -> "231 silu__17";
-"231 silu__17" -> "233 conv2d_18";
-"232 _param_constant54" -> "233 conv2d_18";
-"233 conv2d_18" -> "239 _native_batch_norm_legit_no_training_18";
-"235 _param_constant55" -> "239 _native_batch_norm_legit_no_training_18";
-"236 _param_constant56" -> "239 _native_batch_norm_legit_no_training_18";
-"237 _tensor_constant36" -> "239 _native_batch_norm_legit_no_training_18";
-"238 _tensor_constant37" -> "239 _native_batch_norm_legit_no_training_18";
-"239 _native_batch_norm_legit_no_training_18" -> "240 getitem_60";
-"239 _native_batch_norm_legit_no_training_18" -> "241 getitem_61";
-"239 _native_batch_norm_legit_no_training_18" -> "242 getitem_62";
-"240 getitem_60" -> "243 silu__18";
-"243 silu__18" -> "244 add_4";
-"244 add_4" -> "245 cat_2";
-"245 cat_2" -> "247 conv2d_19";
-"246 _param_constant57" -> "247 conv2d_19";
-"247 conv2d_19" -> "253 _native_batch_norm_legit_no_training_19";
-"249 _param_constant58" -> "253 _native_batch_norm_legit_no_training_19";
-"250 _param_constant59" -> "253 _native_batch_norm_legit_no_training_19";
-"251 _tensor_constant38" -> "253 _native_batch_norm_legit_no_training_19";
-"252 _tensor_constant39" -> "253 _native_batch_norm_legit_no_training_19";
-"253 _native_batch_norm_legit_no_training_19" -> "254 getitem_63";
-"253 _native_batch_norm_legit_no_training_19" -> "255 getitem_64";
-"253 _native_batch_norm_legit_no_training_19" -> "256 getitem_65";
-"254 getitem_63" -> "257 silu__19";
-"257 silu__19" -> "259 conv2d_20";
-"257 silu__19" -> "352 cat_5";
-"258 _param_constant60" -> "259 conv2d_20";
-"259 conv2d_20" -> "265 _native_batch_norm_legit_no_training_20";
-"261 _param_constant61" -> "265 _native_batch_norm_legit_no_training_20";
-"262 _param_constant62" -> "265 _native_batch_norm_legit_no_training_20";
-"263 _tensor_constant40" -> "265 _native_batch_norm_legit_no_training_20";
-"264 _tensor_constant41" -> "265 _native_batch_norm_legit_no_training_20";
-"265 _native_batch_norm_legit_no_training_20" -> "266 getitem_66";
-"265 _native_batch_norm_legit_no_training_20" -> "267 getitem_67";
-"265 _native_batch_norm_legit_no_training_20" -> "268 getitem_68";
-"266 getitem_66" -> "269 silu__20";
-"269 silu__20" -> "271 conv2d_21";
-"270 _param_constant63" -> "271 conv2d_21";
-"271 conv2d_21" -> "277 _native_batch_norm_legit_no_training_21";
-"273 _param_constant64" -> "277 _native_batch_norm_legit_no_training_21";
-"274 _param_constant65" -> "277 _native_batch_norm_legit_no_training_21";
-"275 _tensor_constant42" -> "277 _native_batch_norm_legit_no_training_21";
-"276 _tensor_constant43" -> "277 _native_batch_norm_legit_no_training_21";
-"277 _native_batch_norm_legit_no_training_21" -> "278 getitem_69";
-"277 _native_batch_norm_legit_no_training_21" -> "279 getitem_70";
-"277 _native_batch_norm_legit_no_training_21" -> "280 getitem_71";
-"278 getitem_69" -> "281 silu__21";
-"281 silu__21" -> "282 chunk_3";
-"282 chunk_3" -> "283 getitem_72";
-"282 chunk_3" -> "284 getitem_73";
-"283 getitem_72" -> "310 cat_3";
-"284 getitem_73" -> "286 conv2d_22";
-"284 getitem_73" -> "309 add_5";
-"284 getitem_73" -> "310 cat_3";
-"285 _param_constant66" -> "286 conv2d_22";
-"286 conv2d_22" -> "292 _native_batch_norm_legit_no_training_22";
-"288 _param_constant67" -> "292 _native_batch_norm_legit_no_training_22";
-"289 _param_constant68" -> "292 _native_batch_norm_legit_no_training_22";
-"290 _tensor_constant44" -> "292 _native_batch_norm_legit_no_training_22";
-"291 _tensor_constant45" -> "292 _native_batch_norm_legit_no_training_22";
-"292 _native_batch_norm_legit_no_training_22" -> "293 getitem_74";
-"292 _native_batch_norm_legit_no_training_22" -> "294 getitem_75";
-"292 _native_batch_norm_legit_no_training_22" -> "295 getitem_76";
-"293 getitem_74" -> "296 silu__22";
-"296 silu__22" -> "298 conv2d_23";
-"297 _param_constant69" -> "298 conv2d_23";
-"298 conv2d_23" -> "304 _native_batch_norm_legit_no_training_23";
-"300 _param_constant70" -> "304 _native_batch_norm_legit_no_training_23";
-"301 _param_constant71" -> "304 _native_batch_norm_legit_no_training_23";
-"302 _tensor_constant46" -> "304 _native_batch_norm_legit_no_training_23";
-"303 _tensor_constant47" -> "304 _native_batch_norm_legit_no_training_23";
-"304 _native_batch_norm_legit_no_training_23" -> "305 getitem_77";
-"304 _native_batch_norm_legit_no_training_23" -> "306 getitem_78";
-"304 _native_batch_norm_legit_no_training_23" -> "307 getitem_79";
-"305 getitem_77" -> "308 silu__23";
-"308 silu__23" -> "309 add_5";
-"309 add_5" -> "310 cat_3";
-"310 cat_3" -> "312 conv2d_24";
-"311 _param_constant72" -> "312 conv2d_24";
-"312 conv2d_24" -> "318 _native_batch_norm_legit_no_training_24";
-"314 _param_constant73" -> "318 _native_batch_norm_legit_no_training_24";
-"315 _param_constant74" -> "318 _native_batch_norm_legit_no_training_24";
-"316 _tensor_constant48" -> "318 _native_batch_norm_legit_no_training_24";
-"317 _tensor_constant49" -> "318 _native_batch_norm_legit_no_training_24";
-"318 _native_batch_norm_legit_no_training_24" -> "319 getitem_80";
-"318 _native_batch_norm_legit_no_training_24" -> "320 getitem_81";
-"318 _native_batch_norm_legit_no_training_24" -> "321 getitem_82";
-"319 getitem_80" -> "322 silu__24";
-"322 silu__24" -> "324 conv2d_25";
-"323 _param_constant75" -> "324 conv2d_25";
-"324 conv2d_25" -> "330 _native_batch_norm_legit_no_training_25";
-"326 _param_constant76" -> "330 _native_batch_norm_legit_no_training_25";
-"327 _param_constant77" -> "330 _native_batch_norm_legit_no_training_25";
-"328 _tensor_constant50" -> "330 _native_batch_norm_legit_no_training_25";
-"329 _tensor_constant51" -> "330 _native_batch_norm_legit_no_training_25";
-"330 _native_batch_norm_legit_no_training_25" -> "331 getitem_83";
-"330 _native_batch_norm_legit_no_training_25" -> "332 getitem_84";
-"330 _native_batch_norm_legit_no_training_25" -> "333 getitem_85";
-"331 getitem_83" -> "334 silu__25";
-"334 silu__25" -> "335 max_pool2d";
-"334 silu__25" -> "336 max_pool2d_1";
-"334 silu__25" -> "337 max_pool2d_2";
-"334 silu__25" -> "338 cat_4";
-"335 max_pool2d" -> "338 cat_4";
-"336 max_pool2d_1" -> "338 cat_4";
-"337 max_pool2d_2" -> "338 cat_4";
-"338 cat_4" -> "340 conv2d_26";
-"339 _param_constant78" -> "340 conv2d_26";
-"340 conv2d_26" -> "346 _native_batch_norm_legit_no_training_26";
-"342 _param_constant79" -> "346 _native_batch_norm_legit_no_training_26";
-"343 _param_constant80" -> "346 _native_batch_norm_legit_no_training_26";
-"344 _tensor_constant52" -> "346 _native_batch_norm_legit_no_training_26";
-"345 _tensor_constant53" -> "346 _native_batch_norm_legit_no_training_26";
-"346 _native_batch_norm_legit_no_training_26" -> "347 getitem_86";
-"346 _native_batch_norm_legit_no_training_26" -> "348 getitem_87";
-"346 _native_batch_norm_legit_no_training_26" -> "349 getitem_88";
-"347 getitem_86" -> "350 silu__26";
-"350 silu__26" -> "351 upsample_nearest2d";
-"350 silu__26" -> "536 cat_11";
-"351 upsample_nearest2d" -> "352 cat_5";
-"352 cat_5" -> "354 conv2d_27";
-"353 _param_constant81" -> "354 conv2d_27";
-"354 conv2d_27" -> "360 _native_batch_norm_legit_no_training_27";
-"356 _param_constant82" -> "360 _native_batch_norm_legit_no_training_27";
-"357 _param_constant83" -> "360 _native_batch_norm_legit_no_training_27";
-"358 _tensor_constant54" -> "360 _native_batch_norm_legit_no_training_27";
-"359 _tensor_constant55" -> "360 _native_batch_norm_legit_no_training_27";
-"360 _native_batch_norm_legit_no_training_27" -> "361 getitem_89";
-"360 _native_batch_norm_legit_no_training_27" -> "362 getitem_90";
-"360 _native_batch_norm_legit_no_training_27" -> "363 getitem_91";
-"361 getitem_89" -> "364 silu__27";
-"364 silu__27" -> "365 chunk_4";
-"365 chunk_4" -> "366 getitem_92";
-"365 chunk_4" -> "367 getitem_93";
-"366 getitem_92" -> "392 cat_6";
-"367 getitem_93" -> "369 conv2d_28";
-"367 getitem_93" -> "392 cat_6";
-"368 _param_constant84" -> "369 conv2d_28";
-"369 conv2d_28" -> "375 _native_batch_norm_legit_no_training_28";
-"371 _param_constant85" -> "375 _native_batch_norm_legit_no_training_28";
-"372 _param_constant86" -> "375 _native_batch_norm_legit_no_training_28";
-"373 _tensor_constant56" -> "375 _native_batch_norm_legit_no_training_28";
-"374 _tensor_constant57" -> "375 _native_batch_norm_legit_no_training_28";
-"375 _native_batch_norm_legit_no_training_28" -> "376 getitem_94";
-"375 _native_batch_norm_legit_no_training_28" -> "377 getitem_95";
-"375 _native_batch_norm_legit_no_training_28" -> "378 getitem_96";
-"376 getitem_94" -> "379 silu__28";
-"379 silu__28" -> "381 conv2d_29";
-"380 _param_constant87" -> "381 conv2d_29";
-"381 conv2d_29" -> "387 _native_batch_norm_legit_no_training_29";
-"383 _param_constant88" -> "387 _native_batch_norm_legit_no_training_29";
-"384 _param_constant89" -> "387 _native_batch_norm_legit_no_training_29";
-"385 _tensor_constant58" -> "387 _native_batch_norm_legit_no_training_29";
-"386 _tensor_constant59" -> "387 _native_batch_norm_legit_no_training_29";
-"387 _native_batch_norm_legit_no_training_29" -> "388 getitem_97";
-"387 _native_batch_norm_legit_no_training_29" -> "389 getitem_98";
-"387 _native_batch_norm_legit_no_training_29" -> "390 getitem_99";
-"388 getitem_97" -> "391 silu__29";
-"391 silu__29" -> "392 cat_6";
-"392 cat_6" -> "394 conv2d_30";
-"393 _param_constant90" -> "394 conv2d_30";
-"394 conv2d_30" -> "400 _native_batch_norm_legit_no_training_30";
-"396 _param_constant91" -> "400 _native_batch_norm_legit_no_training_30";
-"397 _param_constant92" -> "400 _native_batch_norm_legit_no_training_30";
-"398 _tensor_constant60" -> "400 _native_batch_norm_legit_no_training_30";
-"399 _tensor_constant61" -> "400 _native_batch_norm_legit_no_training_30";
-"400 _native_batch_norm_legit_no_training_30" -> "401 getitem_100";
-"400 _native_batch_norm_legit_no_training_30" -> "402 getitem_101";
-"400 _native_batch_norm_legit_no_training_30" -> "403 getitem_102";
-"401 getitem_100" -> "404 silu__30";
-"404 silu__30" -> "405 upsample_nearest2d_1";
-"404 silu__30" -> "471 cat_9";
-"405 upsample_nearest2d_1" -> "406 cat_7";
-"406 cat_7" -> "408 conv2d_31";
-"407 _param_constant93" -> "408 conv2d_31";
-"408 conv2d_31" -> "414 _native_batch_norm_legit_no_training_31";
-"410 _param_constant94" -> "414 _native_batch_norm_legit_no_training_31";
-"411 _param_constant95" -> "414 _native_batch_norm_legit_no_training_31";
-"412 _tensor_constant62" -> "414 _native_batch_norm_legit_no_training_31";
-"413 _tensor_constant63" -> "414 _native_batch_norm_legit_no_training_31";
-"414 _native_batch_norm_legit_no_training_31" -> "415 getitem_103";
-"414 _native_batch_norm_legit_no_training_31" -> "416 getitem_104";
-"414 _native_batch_norm_legit_no_training_31" -> "417 getitem_105";
-"415 getitem_103" -> "418 silu__31";
-"418 silu__31" -> "419 chunk_5";
-"419 chunk_5" -> "420 getitem_106";
-"419 chunk_5" -> "421 getitem_107";
-"420 getitem_106" -> "446 cat_8";
-"421 getitem_107" -> "423 conv2d_32";
-"421 getitem_107" -> "446 cat_8";
-"422 _param_constant96" -> "423 conv2d_32";
-"423 conv2d_32" -> "429 _native_batch_norm_legit_no_training_32";
-"425 _param_constant97" -> "429 _native_batch_norm_legit_no_training_32";
-"426 _param_constant98" -> "429 _native_batch_norm_legit_no_training_32";
-"427 _tensor_constant64" -> "429 _native_batch_norm_legit_no_training_32";
-"428 _tensor_constant65" -> "429 _native_batch_norm_legit_no_training_32";
-"429 _native_batch_norm_legit_no_training_32" -> "430 getitem_108";
-"429 _native_batch_norm_legit_no_training_32" -> "431 getitem_109";
-"429 _native_batch_norm_legit_no_training_32" -> "432 getitem_110";
-"430 getitem_108" -> "433 silu__32";
-"433 silu__32" -> "435 conv2d_33";
-"434 _param_constant99" -> "435 conv2d_33";
-"435 conv2d_33" -> "441 _native_batch_norm_legit_no_training_33";
-"437 _param_constant100" -> "441 _native_batch_norm_legit_no_training_33";
-"438 _param_constant101" -> "441 _native_batch_norm_legit_no_training_33";
-"439 _tensor_constant66" -> "441 _native_batch_norm_legit_no_training_33";
-"440 _tensor_constant67" -> "441 _native_batch_norm_legit_no_training_33";
-"441 _native_batch_norm_legit_no_training_33" -> "442 getitem_111";
-"441 _native_batch_norm_legit_no_training_33" -> "443 getitem_112";
-"441 _native_batch_norm_legit_no_training_33" -> "444 getitem_113";
-"442 getitem_111" -> "445 silu__33";
-"445 silu__33" -> "446 cat_8";
-"446 cat_8" -> "448 conv2d_34";
-"447 _param_constant102" -> "448 conv2d_34";
-"448 conv2d_34" -> "454 _native_batch_norm_legit_no_training_34";
-"450 _param_constant103" -> "454 _native_batch_norm_legit_no_training_34";
-"451 _param_constant104" -> "454 _native_batch_norm_legit_no_training_34";
-"452 _tensor_constant68" -> "454 _native_batch_norm_legit_no_training_34";
-"453 _tensor_constant69" -> "454 _native_batch_norm_legit_no_training_34";
-"454 _native_batch_norm_legit_no_training_34" -> "455 getitem_114";
-"454 _native_batch_norm_legit_no_training_34" -> "456 getitem_115";
-"454 _native_batch_norm_legit_no_training_34" -> "457 getitem_116";
-"455 getitem_114" -> "458 silu__34";
-"458 silu__34" -> "460 conv2d_35";
-"458 silu__34" -> "590 conv2d_45";
-"458 silu__34" -> "617 conv2d_48";
-"459 _param_constant105" -> "460 conv2d_35";
-"460 conv2d_35" -> "466 _native_batch_norm_legit_no_training_35";
-"462 _param_constant106" -> "466 _native_batch_norm_legit_no_training_35";
-"463 _param_constant107" -> "466 _native_batch_norm_legit_no_training_35";
-"464 _tensor_constant70" -> "466 _native_batch_norm_legit_no_training_35";
-"465 _tensor_constant71" -> "466 _native_batch_norm_legit_no_training_35";
-"466 _native_batch_norm_legit_no_training_35" -> "467 getitem_117";
-"466 _native_batch_norm_legit_no_training_35" -> "468 getitem_118";
-"466 _native_batch_norm_legit_no_training_35" -> "469 getitem_119";
-"467 getitem_117" -> "470 silu__35";
-"470 silu__35" -> "471 cat_9";
-"471 cat_9" -> "473 conv2d_36";
-"472 _param_constant108" -> "473 conv2d_36";
-"473 conv2d_36" -> "479 _native_batch_norm_legit_no_training_36";
-"475 _param_constant109" -> "479 _native_batch_norm_legit_no_training_36";
-"476 _param_constant110" -> "479 _native_batch_norm_legit_no_training_36";
-"477 _tensor_constant72" -> "479 _native_batch_norm_legit_no_training_36";
-"478 _tensor_constant73" -> "479 _native_batch_norm_legit_no_training_36";
-"479 _native_batch_norm_legit_no_training_36" -> "480 getitem_120";
-"479 _native_batch_norm_legit_no_training_36" -> "481 getitem_121";
-"479 _native_batch_norm_legit_no_training_36" -> "482 getitem_122";
-"480 getitem_120" -> "483 silu__36";
-"483 silu__36" -> "484 chunk_6";
-"484 chunk_6" -> "485 getitem_123";
-"484 chunk_6" -> "486 getitem_124";
-"485 getitem_123" -> "511 cat_10";
-"486 getitem_124" -> "488 conv2d_37";
-"486 getitem_124" -> "511 cat_10";
-"487 _param_constant111" -> "488 conv2d_37";
-"488 conv2d_37" -> "494 _native_batch_norm_legit_no_training_37";
-"490 _param_constant112" -> "494 _native_batch_norm_legit_no_training_37";
-"491 _param_constant113" -> "494 _native_batch_norm_legit_no_training_37";
-"492 _tensor_constant74" -> "494 _native_batch_norm_legit_no_training_37";
-"493 _tensor_constant75" -> "494 _native_batch_norm_legit_no_training_37";
-"494 _native_batch_norm_legit_no_training_37" -> "495 getitem_125";
-"494 _native_batch_norm_legit_no_training_37" -> "496 getitem_126";
-"494 _native_batch_norm_legit_no_training_37" -> "497 getitem_127";
-"495 getitem_125" -> "498 silu__37";
-"498 silu__37" -> "500 conv2d_38";
-"499 _param_constant114" -> "500 conv2d_38";
-"500 conv2d_38" -> "506 _native_batch_norm_legit_no_training_38";
-"502 _param_constant115" -> "506 _native_batch_norm_legit_no_training_38";
-"503 _param_constant116" -> "506 _native_batch_norm_legit_no_training_38";
-"504 _tensor_constant76" -> "506 _native_batch_norm_legit_no_training_38";
-"505 _tensor_constant77" -> "506 _native_batch_norm_legit_no_training_38";
-"506 _native_batch_norm_legit_no_training_38" -> "507 getitem_128";
-"506 _native_batch_norm_legit_no_training_38" -> "508 getitem_129";
-"506 _native_batch_norm_legit_no_training_38" -> "509 getitem_130";
-"507 getitem_128" -> "510 silu__38";
-"510 silu__38" -> "511 cat_10";
-"511 cat_10" -> "513 conv2d_39";
-"512 _param_constant117" -> "513 conv2d_39";
-"513 conv2d_39" -> "519 _native_batch_norm_legit_no_training_39";
-"515 _param_constant118" -> "519 _native_batch_norm_legit_no_training_39";
-"516 _param_constant119" -> "519 _native_batch_norm_legit_no_training_39";
-"517 _tensor_constant78" -> "519 _native_batch_norm_legit_no_training_39";
-"518 _tensor_constant79" -> "519 _native_batch_norm_legit_no_training_39";
-"519 _native_batch_norm_legit_no_training_39" -> "520 getitem_131";
-"519 _native_batch_norm_legit_no_training_39" -> "521 getitem_132";
-"519 _native_batch_norm_legit_no_training_39" -> "522 getitem_133";
-"520 getitem_131" -> "523 silu__39";
-"523 silu__39" -> "525 conv2d_40";
-"523 silu__39" -> "645 conv2d_51";
-"523 silu__39" -> "672 conv2d_54";
-"524 _param_constant120" -> "525 conv2d_40";
-"525 conv2d_40" -> "531 _native_batch_norm_legit_no_training_40";
-"527 _param_constant121" -> "531 _native_batch_norm_legit_no_training_40";
-"528 _param_constant122" -> "531 _native_batch_norm_legit_no_training_40";
-"529 _tensor_constant80" -> "531 _native_batch_norm_legit_no_training_40";
-"530 _tensor_constant81" -> "531 _native_batch_norm_legit_no_training_40";
-"531 _native_batch_norm_legit_no_training_40" -> "532 getitem_134";
-"531 _native_batch_norm_legit_no_training_40" -> "533 getitem_135";
-"531 _native_batch_norm_legit_no_training_40" -> "534 getitem_136";
-"532 getitem_134" -> "535 silu__40";
-"535 silu__40" -> "536 cat_11";
-"536 cat_11" -> "538 conv2d_41";
-"537 _param_constant123" -> "538 conv2d_41";
-"538 conv2d_41" -> "544 _native_batch_norm_legit_no_training_41";
-"540 _param_constant124" -> "544 _native_batch_norm_legit_no_training_41";
-"541 _param_constant125" -> "544 _native_batch_norm_legit_no_training_41";
-"542 _tensor_constant82" -> "544 _native_batch_norm_legit_no_training_41";
-"543 _tensor_constant83" -> "544 _native_batch_norm_legit_no_training_41";
-"544 _native_batch_norm_legit_no_training_41" -> "545 getitem_137";
-"544 _native_batch_norm_legit_no_training_41" -> "546 getitem_138";
-"544 _native_batch_norm_legit_no_training_41" -> "547 getitem_139";
-"545 getitem_137" -> "548 silu__41";
-"548 silu__41" -> "549 chunk_7";
-"549 chunk_7" -> "550 getitem_140";
-"549 chunk_7" -> "551 getitem_141";
-"550 getitem_140" -> "576 cat_12";
-"551 getitem_141" -> "553 conv2d_42";
-"551 getitem_141" -> "576 cat_12";
-"552 _param_constant126" -> "553 conv2d_42";
-"553 conv2d_42" -> "559 _native_batch_norm_legit_no_training_42";
-"555 _param_constant127" -> "559 _native_batch_norm_legit_no_training_42";
-"556 _param_constant128" -> "559 _native_batch_norm_legit_no_training_42";
-"557 _tensor_constant84" -> "559 _native_batch_norm_legit_no_training_42";
-"558 _tensor_constant85" -> "559 _native_batch_norm_legit_no_training_42";
-"559 _native_batch_norm_legit_no_training_42" -> "560 getitem_142";
-"559 _native_batch_norm_legit_no_training_42" -> "561 getitem_143";
-"559 _native_batch_norm_legit_no_training_42" -> "562 getitem_144";
-"560 getitem_142" -> "563 silu__42";
-"563 silu__42" -> "565 conv2d_43";
-"564 _param_constant129" -> "565 conv2d_43";
-"565 conv2d_43" -> "571 _native_batch_norm_legit_no_training_43";
-"567 _param_constant130" -> "571 _native_batch_norm_legit_no_training_43";
-"568 _param_constant131" -> "571 _native_batch_norm_legit_no_training_43";
-"569 _tensor_constant86" -> "571 _native_batch_norm_legit_no_training_43";
-"570 _tensor_constant87" -> "571 _native_batch_norm_legit_no_training_43";
-"571 _native_batch_norm_legit_no_training_43" -> "572 getitem_145";
-"571 _native_batch_norm_legit_no_training_43" -> "573 getitem_146";
-"571 _native_batch_norm_legit_no_training_43" -> "574 getitem_147";
-"572 getitem_145" -> "575 silu__43";
-"575 silu__43" -> "576 cat_12";
-"576 cat_12" -> "578 conv2d_44";
-"577 _param_constant132" -> "578 conv2d_44";
-"578 conv2d_44" -> "584 _native_batch_norm_legit_no_training_44";
-"580 _param_constant133" -> "584 _native_batch_norm_legit_no_training_44";
-"581 _param_constant134" -> "584 _native_batch_norm_legit_no_training_44";
-"582 _tensor_constant88" -> "584 _native_batch_norm_legit_no_training_44";
-"583 _tensor_constant89" -> "584 _native_batch_norm_legit_no_training_44";
-"584 _native_batch_norm_legit_no_training_44" -> "585 getitem_148";
-"584 _native_batch_norm_legit_no_training_44" -> "586 getitem_149";
-"584 _native_batch_norm_legit_no_training_44" -> "587 getitem_150";
-"585 getitem_148" -> "588 silu__44";
-"588 silu__44" -> "700 conv2d_57";
-"588 silu__44" -> "727 conv2d_60";
-"589 _param_constant135" -> "590 conv2d_45";
-"590 conv2d_45" -> "596 _native_batch_norm_legit_no_training_45";
-"592 _param_constant136" -> "596 _native_batch_norm_legit_no_training_45";
-"593 _param_constant137" -> "596 _native_batch_norm_legit_no_training_45";
-"594 _tensor_constant90" -> "596 _native_batch_norm_legit_no_training_45";
-"595 _tensor_constant91" -> "596 _native_batch_norm_legit_no_training_45";
-"596 _native_batch_norm_legit_no_training_45" -> "597 getitem_151";
-"596 _native_batch_norm_legit_no_training_45" -> "598 getitem_152";
-"596 _native_batch_norm_legit_no_training_45" -> "599 getitem_153";
-"597 getitem_151" -> "600 silu__45";
-"600 silu__45" -> "602 conv2d_46";
-"601 _param_constant138" -> "602 conv2d_46";
-"602 conv2d_46" -> "608 _native_batch_norm_legit_no_training_46";
-"604 _param_constant139" -> "608 _native_batch_norm_legit_no_training_46";
-"605 _param_constant140" -> "608 _native_batch_norm_legit_no_training_46";
-"606 _tensor_constant92" -> "608 _native_batch_norm_legit_no_training_46";
-"607 _tensor_constant93" -> "608 _native_batch_norm_legit_no_training_46";
-"608 _native_batch_norm_legit_no_training_46" -> "609 getitem_154";
-"608 _native_batch_norm_legit_no_training_46" -> "610 getitem_155";
-"608 _native_batch_norm_legit_no_training_46" -> "611 getitem_156";
-"609 getitem_154" -> "612 silu__46";
-"612 silu__46" -> "615 conv2d_47";
-"613 _param_constant141" -> "615 conv2d_47";
-"614 _param_constant142" -> "615 conv2d_47";
-"615 conv2d_47" -> "643 cat_13";
-"616 _param_constant143" -> "617 conv2d_48";
-"617 conv2d_48" -> "623 _native_batch_norm_legit_no_training_47";
-"619 _param_constant144" -> "623 _native_batch_norm_legit_no_training_47";
-"620 _param_constant145" -> "623 _native_batch_norm_legit_no_training_47";
-"621 _tensor_constant94" -> "623 _native_batch_norm_legit_no_training_47";
-"622 _tensor_constant95" -> "623 _native_batch_norm_legit_no_training_47";
-"623 _native_batch_norm_legit_no_training_47" -> "624 getitem_157";
-"623 _native_batch_norm_legit_no_training_47" -> "625 getitem_158";
-"623 _native_batch_norm_legit_no_training_47" -> "626 getitem_159";
-"624 getitem_157" -> "627 silu__47";
-"627 silu__47" -> "629 conv2d_49";
-"628 _param_constant146" -> "629 conv2d_49";
-"629 conv2d_49" -> "635 _native_batch_norm_legit_no_training_48";
-"631 _param_constant147" -> "635 _native_batch_norm_legit_no_training_48";
-"632 _param_constant148" -> "635 _native_batch_norm_legit_no_training_48";
-"633 _tensor_constant96" -> "635 _native_batch_norm_legit_no_training_48";
-"634 _tensor_constant97" -> "635 _native_batch_norm_legit_no_training_48";
-"635 _native_batch_norm_legit_no_training_48" -> "636 getitem_160";
-"635 _native_batch_norm_legit_no_training_48" -> "637 getitem_161";
-"635 _native_batch_norm_legit_no_training_48" -> "638 getitem_162";
-"636 getitem_160" -> "639 silu__48";
-"639 silu__48" -> "642 conv2d_50";
-"640 _param_constant149" -> "642 conv2d_50";
-"641 _param_constant150" -> "642 conv2d_50";
-"642 conv2d_50" -> "643 cat_13";
-"643 cat_13" -> "754 view";
-"643 cat_13" -> "782 output";
-"644 _param_constant151" -> "645 conv2d_51";
-"645 conv2d_51" -> "651 _native_batch_norm_legit_no_training_49";
-"647 _param_constant152" -> "651 _native_batch_norm_legit_no_training_49";
-"648 _param_constant153" -> "651 _native_batch_norm_legit_no_training_49";
-"649 _tensor_constant98" -> "651 _native_batch_norm_legit_no_training_49";
-"650 _tensor_constant99" -> "651 _native_batch_norm_legit_no_training_49";
-"651 _native_batch_norm_legit_no_training_49" -> "652 getitem_163";
-"651 _native_batch_norm_legit_no_training_49" -> "653 getitem_164";
-"651 _native_batch_norm_legit_no_training_49" -> "654 getitem_165";
-"652 getitem_163" -> "655 silu__49";
-"655 silu__49" -> "657 conv2d_52";
-"656 _param_constant154" -> "657 conv2d_52";
-"657 conv2d_52" -> "663 _native_batch_norm_legit_no_training_50";
-"659 _param_constant155" -> "663 _native_batch_norm_legit_no_training_50";
-"660 _param_constant156" -> "663 _native_batch_norm_legit_no_training_50";
-"661 _tensor_constant100" -> "663 _native_batch_norm_legit_no_training_50";
-"662 _tensor_constant101" -> "663 _native_batch_norm_legit_no_training_50";
-"663 _native_batch_norm_legit_no_training_50" -> "664 getitem_166";
-"663 _native_batch_norm_legit_no_training_50" -> "665 getitem_167";
-"663 _native_batch_norm_legit_no_training_50" -> "666 getitem_168";
-"664 getitem_166" -> "667 silu__50";
-"667 silu__50" -> "670 conv2d_53";
-"668 _param_constant157" -> "670 conv2d_53";
-"669 _param_constant158" -> "670 conv2d_53";
-"670 conv2d_53" -> "698 cat_14";
-"671 _param_constant159" -> "672 conv2d_54";
-"672 conv2d_54" -> "678 _native_batch_norm_legit_no_training_51";
-"674 _param_constant160" -> "678 _native_batch_norm_legit_no_training_51";
-"675 _param_constant161" -> "678 _native_batch_norm_legit_no_training_51";
-"676 _tensor_constant102" -> "678 _native_batch_norm_legit_no_training_51";
-"677 _tensor_constant103" -> "678 _native_batch_norm_legit_no_training_51";
-"678 _native_batch_norm_legit_no_training_51" -> "679 getitem_169";
-"678 _native_batch_norm_legit_no_training_51" -> "680 getitem_170";
-"678 _native_batch_norm_legit_no_training_51" -> "681 getitem_171";
-"679 getitem_169" -> "682 silu__51";
-"682 silu__51" -> "684 conv2d_55";
-"683 _param_constant162" -> "684 conv2d_55";
-"684 conv2d_55" -> "690 _native_batch_norm_legit_no_training_52";
-"686 _param_constant163" -> "690 _native_batch_norm_legit_no_training_52";
-"687 _param_constant164" -> "690 _native_batch_norm_legit_no_training_52";
-"688 _tensor_constant104" -> "690 _native_batch_norm_legit_no_training_52";
-"689 _tensor_constant105" -> "690 _native_batch_norm_legit_no_training_52";
-"690 _native_batch_norm_legit_no_training_52" -> "691 getitem_172";
-"690 _native_batch_norm_legit_no_training_52" -> "692 getitem_173";
-"690 _native_batch_norm_legit_no_training_52" -> "693 getitem_174";
-"691 getitem_172" -> "694 silu__52";
-"694 silu__52" -> "697 conv2d_56";
-"695 _param_constant165" -> "697 conv2d_56";
-"696 _param_constant166" -> "697 conv2d_56";
-"697 conv2d_56" -> "698 cat_14";
-"698 cat_14" -> "755 view_1";
-"698 cat_14" -> "782 output";
-"699 _param_constant167" -> "700 conv2d_57";
-"700 conv2d_57" -> "706 _native_batch_norm_legit_no_training_53";
-"702 _param_constant168" -> "706 _native_batch_norm_legit_no_training_53";
-"703 _param_constant169" -> "706 _native_batch_norm_legit_no_training_53";
-"704 _tensor_constant106" -> "706 _native_batch_norm_legit_no_training_53";
-"705 _tensor_constant107" -> "706 _native_batch_norm_legit_no_training_53";
-"706 _native_batch_norm_legit_no_training_53" -> "707 getitem_175";
-"706 _native_batch_norm_legit_no_training_53" -> "708 getitem_176";
-"706 _native_batch_norm_legit_no_training_53" -> "709 getitem_177";
-"707 getitem_175" -> "710 silu__53";
-"710 silu__53" -> "712 conv2d_58";
-"711 _param_constant170" -> "712 conv2d_58";
-"712 conv2d_58" -> "718 _native_batch_norm_legit_no_training_54";
-"714 _param_constant171" -> "718 _native_batch_norm_legit_no_training_54";
-"715 _param_constant172" -> "718 _native_batch_norm_legit_no_training_54";
-"716 _tensor_constant108" -> "718 _native_batch_norm_legit_no_training_54";
-"717 _tensor_constant109" -> "718 _native_batch_norm_legit_no_training_54";
-"718 _native_batch_norm_legit_no_training_54" -> "719 getitem_178";
-"718 _native_batch_norm_legit_no_training_54" -> "720 getitem_179";
-"718 _native_batch_norm_legit_no_training_54" -> "721 getitem_180";
-"719 getitem_178" -> "722 silu__54";
-"722 silu__54" -> "725 conv2d_59";
-"723 _param_constant173" -> "725 conv2d_59";
-"724 _param_constant174" -> "725 conv2d_59";
-"725 conv2d_59" -> "753 cat_15";
-"726 _param_constant175" -> "727 conv2d_60";
-"727 conv2d_60" -> "733 _native_batch_norm_legit_no_training_55";
-"729 _param_constant176" -> "733 _native_batch_norm_legit_no_training_55";
-"730 _param_constant177" -> "733 _native_batch_norm_legit_no_training_55";
-"731 _tensor_constant110" -> "733 _native_batch_norm_legit_no_training_55";
-"732 _tensor_constant111" -> "733 _native_batch_norm_legit_no_training_55";
-"733 _native_batch_norm_legit_no_training_55" -> "734 getitem_181";
-"733 _native_batch_norm_legit_no_training_55" -> "735 getitem_182";
-"733 _native_batch_norm_legit_no_training_55" -> "736 getitem_183";
-"734 getitem_181" -> "737 silu__55";
-"737 silu__55" -> "739 conv2d_61";
-"738 _param_constant178" -> "739 conv2d_61";
-"739 conv2d_61" -> "745 _native_batch_norm_legit_no_training_56";
-"741 _param_constant179" -> "745 _native_batch_norm_legit_no_training_56";
-"742 _param_constant180" -> "745 _native_batch_norm_legit_no_training_56";
-"743 _tensor_constant112" -> "745 _native_batch_norm_legit_no_training_56";
-"744 _tensor_constant113" -> "745 _native_batch_norm_legit_no_training_56";
-"745 _native_batch_norm_legit_no_training_56" -> "746 getitem_184";
-"745 _native_batch_norm_legit_no_training_56" -> "747 getitem_185";
-"745 _native_batch_norm_legit_no_training_56" -> "748 getitem_186";
-"746 getitem_184" -> "749 silu__56";
-"749 silu__56" -> "752 conv2d_62";
-"750 _param_constant181" -> "752 conv2d_62";
-"751 _param_constant182" -> "752 conv2d_62";
-"752 conv2d_62" -> "753 cat_15";
-"753 cat_15" -> "756 view_2";
-"753 cat_15" -> "782 output";
-"754 view" -> "757 cat_16";
-"755 view_1" -> "757 cat_16";
-"756 view_2" -> "757 cat_16";
-"757 cat_16" -> "758 split_with_sizes";
-"758 split_with_sizes" -> "759 getitem_187";
-"758 split_with_sizes" -> "760 getitem_188";
-"759 getitem_187" -> "761 view_3";
-"760 getitem_188" -> "780 sigmoid";
-"761 view_3" -> "762 transpose";
-"762 transpose" -> "763 softmax";
-"763 softmax" -> "765 conv2d_63";
-"764 _param_constant183" -> "765 conv2d_63";
-"765 conv2d_63" -> "766 view_4";
-"766 view_4" -> "769 chunk_8";
-"767 _tensor_constant114" -> "768 unsqueeze";
-"768 unsqueeze" -> "772 sub";
-"768 unsqueeze" -> "773 add_6";
-"769 chunk_8" -> "770 getitem_189";
-"769 chunk_8" -> "771 getitem_190";
-"770 getitem_189" -> "772 sub";
-"771 getitem_190" -> "773 add_6";
-"772 sub" -> "774 add_7";
-"772 sub" -> "776 sub_1";
-"773 add_6" -> "774 add_7";
-"773 add_6" -> "776 sub_1";
-"774 add_7" -> "775 div";
-"775 div" -> "777 cat_17";
-"776 sub_1" -> "777 cat_17";
-"777 cat_17" -> "779 mul";
-"778 _tensor_constant115" -> "779 mul";
-"779 mul" -> "781 cat_18";
-"780 sigmoid" -> "781 cat_18";
-"781 cat_18" -> "782 output";
-}
diff --git a/tests/torch/fx/test_models.py b/tests/torch/fx/test_models.py
index 3463a232221..83eb6ac92fe 100644
--- a/tests/torch/fx/test_models.py
+++ b/tests/torch/fx/test_models.py
@@ -27,7 +27,6 @@
 import torch.utils.data.distributed
 import torchvision.models as models
 from torch._export import capture_pre_autograd_graph
-from ultralytics.models.yolo import YOLO
 
 import nncf
 from nncf.common.graph.graph import NNCFNodeName
@@ -56,26 +55,12 @@ def torchvision_model_case(model_id: str, input_shape: Tuple[int,]):
     return ModelCase(partial(model, weights=None), model_id, input_shape)
 
 
-def yolo_v8_case(model_id, input_shape):
-    def get_model() -> torch.nn.Module:
-        model_config = model_id + ".yaml"
-        model = YOLO(model_config)
-        model = model.model
-        model.eval()
-        # Warmup model
-        model(torch.ones(input_shape))
-        return model
-
-    return ModelCase(get_model, model_id, input_shape)
-
-
 TEST_MODELS = (
     torchvision_model_case("resnet18", (1, 3, 224, 224)),
     torchvision_model_case("mobilenet_v3_small", (1, 3, 224, 224)),
     torchvision_model_case("vit_b_16", (1, 3, 224, 224)),
     torchvision_model_case("swin_v2_s", (1, 3, 224, 224)),
     ModelCase(test_models.UNet, "unet", [1, 3, 224, 224]),
-    yolo_v8_case("yolov8n", (1, 3, 224, 224)),
 )
 
 
diff --git a/tests/torch/requirements.txt b/tests/torch/requirements.txt
index 669deee7a40..be82652d65f 100644
--- a/tests/torch/requirements.txt
+++ b/tests/torch/requirements.txt
@@ -24,4 +24,3 @@ timm==0.9.2
 # Required for torch/fx tests
 torchvision
 fastdownload==0.0.7
-ultralytics==8.2.56