diff --git a/nncf/experimental/torch/fx/constant_folding.py b/nncf/experimental/torch/fx/constant_folding.py
new file mode 100644
index 00000000000..945f79b497c
--- /dev/null
+++ b/nncf/experimental/torch/fx/constant_folding.py
@@ -0,0 +1,257 @@
+# Copyright (c) 2024 Intel Corporation
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#      http://www.apache.org/licenses/LICENSE-2.0
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import collections
+from typing import Any, Callable, Dict, List, Optional
+
+import torch.fx
+import torch.utils._pytree as pytree
+
+aten = torch.ops.aten
+
+
+def _replace_node_with_constant(
+    gm: torch.fx.GraphModule,
+    node: torch.fx.Node,
+    value: torch.Tensor,
+) -> None:
+    """
+    Replaces given node to a constant with given value.
+
+    :param gm: GraphModule instance.
+    :param node: A node to replace with a constant.
+    :param value: Value to use as a constant instead of the given node.
+    """
+    g = gm.graph
+
+    if not hasattr(gm, "_frozen_param_count"):
+        gm._frozen_param_count = 0  # type: ignore[assignment]
+    i = gm._frozen_param_count
+
+    while True:
+        qualname = f"_frozen_param{i}"
+        if not hasattr(gm, qualname):
+            break
+        i += 1
+
+    gm._frozen_param_count = i + 1
+
+    with g.inserting_before(node):
+        new_input_node = g.create_node("get_attr", qualname, (), {})
+        node.replace_all_uses_with(new_input_node)
+        new_input_node.meta.update(node.meta)
+        g.erase_node(node)
+
+    # needed to suppress `does not reference an nn.Module, nn.Parameter, or buffer` warning
+    gm.register_buffer(qualname, value)
+    setattr(gm, qualname, value)
+
+
+def _is_const_source(node: torch.fx.Node) -> bool:
+    """
+    Return True if node is a constant node.
+
+    :param node: Given node.
+    :return: True if node is a constant node.
+    """
+    return node.op == "get_attr"
+
+
+class ConstantFolder(torch.fx.Interpreter):
+    """
+    Finds constant subraphs and place it in node_replacement attribute.
+    """
+
+    def __init__(
+        self,
+        gm: torch.fx.GraphModule,
+    ) -> None:
+        super().__init__(gm)
+        self.node_replacements: Dict[torch.fx.Node, Any] = {}
+        self.replaced_uses: Dict[torch.fx.Node, int] = collections.Counter()
+        self.unknown_value = object()
+
+        # overwrite this to deallocate env values if their only remaining use
+        # is the output
+        self.user_to_last_uses = self.node_to_last_non_output_use()
+
+    def _deduce_value(self, node: torch.fx.Node) -> Any:
+        return super().run_node(node)
+
+    def is_impure(self, node: torch.fx.node.Node) -> bool:
+        def is_woq_int8_pattern(node: torch.fx.node.Node) -> bool:
+            return (
+                node.target == torch.ops.prims.convert_element_type.default  # type: ignore[return-value]
+                and isinstance(node.args[0], torch.fx.Node)
+                and "val" in node.args[0].meta
+                and node.args[0].meta["val"].dtype == torch.int8  # type: ignore[union-attr]
+                and node.args[1] == torch.bfloat16
+            )
+
+        if (
+            is_woq_int8_pattern(node)
+            or (
+                node.target == torch.ops.aten.permute.default
+                and len(node.users) == 1
+                and is_woq_int8_pattern(next(iter(node.users)))
+            )
+        ) and _is_const_source(node.args[0]):
+            # Case 1: int8_weight -> dq -> bf16_weight
+            # Case 2: int8_weight -> permute -> dq -> bf16_weight
+            return True
+
+        quant_registered = getattr(torch.ops.quantized_decomposed, "dequantize_per_channel", None) is not None
+        if quant_registered and node.target in [
+            torch.ops.quantized_decomposed.dequantize_per_channel.default,
+            torch.ops.quantized_decomposed.dequantize_per_tensor.default,
+            torch.ops.quantized_decomposed.dequantize_per_tensor.tensor,
+        ]:
+            # For the pattern fp32_weight -> q -> dq
+            # We only folding fp32_weight -> q
+            # int8_weight and leave dq in graph to be fused
+            return True
+        return False
+
+    def node_to_last_non_output_use(self) -> Dict[torch.fx.Node, List[torch.fx.Node]]:
+        last_non_output_use = collections.defaultdict(list)
+        seen_uses = set()
+        output_node = next(iter(reversed(self.module.graph.nodes)))
+
+        for node in reversed(self.module.graph.nodes):
+            if node.target == "output":
+                continue
+
+            def add_use(inp: torch.fx.Node) -> None:
+                if inp in seen_uses:
+                    return
+
+                seen_uses.add(inp)
+                last_non_output_use[node].append(inp)
+
+            # In-place is fine since we don't mutate
+            pytree.tree_map_only_(torch.fx.Node, add_use, (node.args, node.kwargs))
+
+            # if this node is only used in output, we want to gc it right away
+            if len(node.users) == 1 and output_node in node.users:
+                last_non_output_use[node].append(node)
+
+        return last_non_output_use
+
+    def run_node(self, node: torch.fx.Node) -> Any:
+        if node.target == "output":
+            # because we remove nodes from env on last non output use,
+            # re-define them now or we'll get error in interpreter
+            def set_env(arg: torch.fx.Node) -> None:
+                self.env[arg] = self.unknown_value
+
+            # In-place is fine since we don't mutate
+            pytree.tree_map_only_(torch.fx.Node, set_env, node.args)
+            return super().run_node(node)
+
+        args, kwargs = self.fetch_args_kwargs_from_env(node)
+        flattened_inputs = pytree.arg_tree_leaves(*args, **kwargs)
+
+        # We need to do this weird thing because in cases where flattened_inputs
+        # contains a ScriptObject, equality checking results in a type error if
+        # the types are different.
+        if any(
+            type(self.unknown_value) is type(input_) and self.unknown_value == input_ for input_ in flattened_inputs
+        ):
+            return self.unknown_value
+
+        if node.op == "call_function" and node.target == aten._efficientzerotensor.default:
+            return self.unknown_value
+
+        if node.op == "call_function" and node.name == "triton_kernel_wrapper_functional_proxy":
+            return self.unknown_value
+
+        # skip constructors, since inductor generates optimal code for them already
+        # and turning into tensor would result in an additional global memory read
+        if not _is_const_source(node) and not any(isinstance(e, torch.Tensor) for e in flattened_inputs):
+            return self.unknown_value
+
+        # All mutations should either be removed or on inputs which we did not make constant
+        if isinstance(node.target, torch._ops.OpOverload) and torch.Tag.nondeterministic_seeded in node.target.tags:
+            return self.unknown_value
+
+        out = self._deduce_value(node)
+        if out == self.unknown_value:
+            return self.unknown_value
+
+        if not _is_const_source(node) and isinstance(out, torch.Tensor):
+            if out.device.type == "meta":
+                return out
+
+            if self.is_impure(node):
+                return self.unknown_value
+
+            self.add_node_replacement(node, out)
+
+            flattened_node_inps = pytree.arg_tree_leaves(*node.args, **node.kwargs)
+
+            for n in flattened_node_inps:
+                if not isinstance(n, torch.fx.Node):
+                    continue
+
+                self.replaced_uses[n] += 1
+
+            for to_delete in self.user_to_last_uses.get(node, []):
+                if self.replaced_uses[to_delete] == len(to_delete.users):
+                    self.node_replacements.pop(to_delete, None)
+
+        return out
+
+    def add_node_replacement(self, node: torch.fx.Node, tensor: torch.Tensor) -> None:
+        self.node_replacements[node] = tensor
+
+    def run(self) -> Any:  # type: ignore[override]
+        env: Dict[torch.fx.Node, Any] = {}
+        self.insert_placerholder_values(env)
+        return super().run(initial_env=env)
+
+    def insert_placerholder_values(self, env: Dict[torch.fx.Node, Any]) -> None:
+        for n in self.module.graph.find_nodes(op="placeholder"):
+            env[n] = self.unknown_value  # type: ignore[assignment]
+
+
+def constant_fold(
+    gm: torch.fx.GraphModule,
+    constraint_fn: Optional[Callable[[torch.fx.Node], bool]] = None,
+) -> None:
+    """
+    Calcualtes constant subgraphs values and replaces them with a constant node inplace.
+
+    :param gm: Given graph model.
+    :param constraint_fn: Constraint function which takes a node and returs the constraint:
+        should the node be constant folded or not.
+    """
+    with torch.utils._python_dispatch._disable_current_modes():
+        cf = ConstantFolder(gm)
+        cf.run()
+
+        for node, constant in cf.node_replacements.items():
+            if constraint_fn is not None and not constraint_fn(node):
+                continue
+            _replace_node_with_constant(gm, node, constant)
+
+        erased_params = []
+        for node in gm.graph.find_nodes(op="get_attr"):
+            if len(node.users) == 0:
+                if hasattr(gm, node.target):
+                    delattr(gm, node.target)
+                erased_params.append(node)
+
+        for node in erased_params:
+            gm.graph.erase_node(node)
+
+        gm.graph.eliminate_dead_code()
+        gm.graph.lint()
+        gm.recompile()
diff --git a/nncf/experimental/torch/fx/transformations.py b/nncf/experimental/torch/fx/transformations.py
index 5247fbf6d66..b9e406d4b1a 100644
--- a/nncf/experimental/torch/fx/transformations.py
+++ b/nncf/experimental/torch/fx/transformations.py
@@ -22,6 +22,7 @@
 import nncf.torch
 from nncf.common.graph.graph import NNCFNode
 from nncf.common.graph.transformations.commands import TargetType
+from nncf.experimental.torch.fx.constant_folding import constant_fold
 from nncf.experimental.torch.fx.node_utils import get_graph_node_by_name
 from nncf.experimental.torch.fx.node_utils import get_tensor_constant_from_node
 from nncf.torch.graph.transformations.commands import PTTargetPoint
@@ -802,12 +803,26 @@ def apply_quantization_transformations(model: torch.fx.GraphModule) -> None:
     # to make it easier for algorithms to work
     # with the target graph BatchNorm operations
     # are being fused
+    fold_constant_except_qdq(model)
     fuse_conv_bn(model)
     separate_conv_and_bias(model)
     separate_linear_and_bias(model)
     shared_constants_unification_transformation(model)
 
 
+def fold_constant_except_qdq(model: torch.fx.GraphModule):
+    """
+    Performs constant folding avoiding quantize-dequantize pattern.
+
+    :param model: Model to perform constant folding on.
+    """
+
+    def constraint_fn(node: torch.fx.Node):
+        return node.op != "call_function" or node.target not in QUANTIZE_NODE_TARGETS + DEQUANTIZE_NODE_TARGETS
+
+    constant_fold(model, constraint_fn=constraint_fn)
+
+
 def revert_quantization_transformations(model: torch.fx.GraphModule) -> None:
     """
     Reverts quantization transformations from the model.
diff --git a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/swin_v2_s.dot b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/swin_v2_s.dot
index 02868388461..b29d498e86f 100644
--- a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/swin_v2_s.dot
+++ b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/swin_v2_s.dot
@@ -13,3149 +13,2501 @@ strict digraph  {
 "11 _param_constant2" [id=11, type=get_attr];
 "12 _param_constant3" [id=12, type=get_attr];
 "13 layer_norm" [id=13, type=layer_norm];
-"14 _tensor_constant0" [id=14, type=get_attr];
-"15 _tensor_constant0_0_0_nncf_smooth_quant_0" [id=15, type=call_module];
-"16 _param_constant5_0_0" [id=16, type=get_attr];
-"17 scale_updated_constant1" [id=17, type=get_attr];
-"18 compressed_weight_updated_constant1" [id=18, type=get_attr];
-"19 mul_tensor_1" [id=19, type=mul];
-"20 zero_point_updated_constant1" [id=20, type=get_attr];
-"21 sub_tensor_1" [id=21, type=sub];
-"22 linear" [id=22, type=linear];
-"23 relu_" [id=23, type=relu_];
-"24 relu__0_0_nncf_smooth_quant_0" [id=24, type=call_module];
-"25 scale_updated_constant2" [id=25, type=get_attr];
-"26 compressed_weight_updated_constant2" [id=26, type=get_attr];
-"27 mul_tensor_2" [id=27, type=mul];
-"28 zero_point_updated_constant2" [id=28, type=get_attr];
-"29 sub_tensor_2" [id=29, type=sub];
-"30 linear_1" [id=30, type=linear];
-"31 view" [id=31, type=view];
-"32 _tensor_constant1" [id=32, type=get_attr];
-"33 index" [id=33, type=index];
-"34 view_1" [id=34, type=view];
-"35 permute_1" [id=35, type=permute];
-"36 contiguous" [id=36, type=contiguous];
-"37 unsqueeze" [id=37, type=unsqueeze];
-"38 sigmoid" [id=38, type=sigmoid];
-"39 mul" [id=39, type=mul];
-"40 pad" [id=40, type=pad];
-"41 view_2" [id=41, type=view];
-"42 permute_2" [id=42, type=permute];
-"43 reshape" [id=43, type=reshape];
-"44 reshape_0_0_nncf_smooth_quant_0" [id=44, type=call_module];
-"45 quantize_per_tensor_default_1" [id=45, type=quantize_per_tensor];
-"46 dequantize_per_tensor_default_1" [id=46, type=dequantize_per_tensor];
-"47 _param_constant7_0_0" [id=47, type=get_attr];
-"48 scale_updated_constant3" [id=48, type=get_attr];
-"49 compressed_weight_updated_constant3" [id=49, type=get_attr];
-"50 mul_tensor_3" [id=50, type=mul];
-"51 zero_point_updated_constant3" [id=51, type=get_attr];
-"52 sub_tensor_3" [id=52, type=sub];
-"53 linear_2" [id=53, type=linear];
-"54 reshape_1" [id=54, type=reshape];
-"55 permute_3" [id=55, type=permute];
-"56 select" [id=56, type=select];
-"57 select_1" [id=57, type=select];
-"58 select_2" [id=58, type=select];
-"59 linalg_vector_norm" [id=59, type=linalg_vector_norm];
-"60 clamp_min" [id=60, type=clamp_min];
-"61 expand_as" [id=61, type=expand_as];
-"62 div" [id=62, type=div];
-"63 quantize_per_tensor_default_2" [id=63, type=quantize_per_tensor];
-"64 dequantize_per_tensor_default_2" [id=64, type=dequantize_per_tensor];
-"65 linalg_vector_norm_1" [id=65, type=linalg_vector_norm];
-"66 clamp_min_1" [id=66, type=clamp_min];
-"67 expand_as_1" [id=67, type=expand_as];
-"68 div_1" [id=68, type=div];
-"69 quantize_per_tensor_default_3" [id=69, type=quantize_per_tensor];
-"70 dequantize_per_tensor_default_3" [id=70, type=dequantize_per_tensor];
-"71 transpose" [id=71, type=transpose];
-"72 matmul" [id=72, type=matmul];
-"73 _param_constant9" [id=73, type=get_attr];
-"74 clamp" [id=74, type=clamp];
-"75 exp" [id=75, type=exp];
-"76 mul_1" [id=76, type=mul];
-"77 add" [id=77, type=add];
-"78 softmax" [id=78, type=softmax];
-"79 dropout" [id=79, type=dropout];
-"80 matmul_1" [id=80, type=matmul];
-"81 transpose_1" [id=81, type=transpose];
-"82 reshape_2" [id=82, type=reshape];
-"83 reshape_2_0_0_nncf_smooth_quant_0" [id=83, type=call_module];
-"84 quantize_per_tensor_default_4" [id=84, type=quantize_per_tensor];
-"85 dequantize_per_tensor_default_4" [id=85, type=dequantize_per_tensor];
-"86 _param_constant11_0_0" [id=86, type=get_attr];
-"87 scale_updated_constant4" [id=87, type=get_attr];
-"88 compressed_weight_updated_constant4" [id=88, type=get_attr];
-"89 mul_tensor_4" [id=89, type=mul];
-"90 zero_point_updated_constant4" [id=90, type=get_attr];
-"91 sub_tensor_4" [id=91, type=sub];
-"92 linear_3" [id=92, type=linear];
-"93 dropout_1" [id=93, type=dropout];
-"94 view_3" [id=94, type=view];
-"95 permute_4" [id=95, type=permute];
-"96 reshape_3" [id=96, type=reshape];
-"97 slice_2" [id=97, type=slice];
-"98 slice_3" [id=98, type=slice];
-"99 _param_constant12" [id=99, type=get_attr];
-"100 _param_constant13" [id=100, type=get_attr];
-"101 layer_norm_1" [id=101, type=layer_norm];
-"102 add_1" [id=102, type=add];
-"103 add_1_0_0_nncf_smooth_quant_0" [id=103, type=call_module];
-"104 quantize_per_tensor_default_5" [id=104, type=quantize_per_tensor];
-"105 dequantize_per_tensor_default_5" [id=105, type=dequantize_per_tensor];
-"106 _param_constant15_0_0" [id=106, type=get_attr];
-"107 scale_updated_constant5" [id=107, type=get_attr];
-"108 compressed_weight_updated_constant5" [id=108, type=get_attr];
-"109 mul_tensor_5" [id=109, type=mul];
-"110 zero_point_updated_constant5" [id=110, type=get_attr];
-"111 sub_tensor_5" [id=111, type=sub];
-"112 linear_4" [id=112, type=linear];
-"113 gelu" [id=113, type=gelu];
-"114 dropout_2" [id=114, type=dropout];
-"115 dropout_2_0_0_nncf_smooth_quant_0" [id=115, type=call_module];
-"116 quantize_per_tensor_default_6" [id=116, type=quantize_per_tensor];
-"117 dequantize_per_tensor_default_6" [id=117, type=dequantize_per_tensor];
-"118 _param_constant17_0_0" [id=118, type=get_attr];
-"119 scale_updated_constant6" [id=119, type=get_attr];
-"120 compressed_weight_updated_constant6" [id=120, type=get_attr];
-"121 mul_tensor_6" [id=121, type=mul];
-"122 zero_point_updated_constant6" [id=122, type=get_attr];
-"123 sub_tensor_6" [id=123, type=sub];
-"124 linear_5" [id=124, type=linear];
-"125 dropout_3" [id=125, type=dropout];
-"126 _param_constant18" [id=126, type=get_attr];
-"127 _param_constant19" [id=127, type=get_attr];
-"128 layer_norm_2" [id=128, type=layer_norm];
-"129 add_2" [id=129, type=add];
-"130 _tensor_constant2" [id=130, type=get_attr];
-"131 _tensor_constant2_0_0_nncf_smooth_quant_0" [id=131, type=call_module];
-"132 _param_constant21_0_0" [id=132, type=get_attr];
-"133 scale_updated_constant7" [id=133, type=get_attr];
-"134 compressed_weight_updated_constant7" [id=134, type=get_attr];
-"135 mul_tensor_7" [id=135, type=mul];
-"136 zero_point_updated_constant7" [id=136, type=get_attr];
-"137 sub_tensor_7" [id=137, type=sub];
-"138 linear_6" [id=138, type=linear];
-"139 relu__1" [id=139, type=relu_];
-"140 relu__1_0_0_nncf_smooth_quant_0" [id=140, type=call_module];
-"141 scale_updated_constant8" [id=141, type=get_attr];
-"142 compressed_weight_updated_constant8" [id=142, type=get_attr];
-"143 mul_tensor_8" [id=143, type=mul];
-"144 zero_point_updated_constant8" [id=144, type=get_attr];
-"145 sub_tensor_8" [id=145, type=sub];
-"146 linear_7" [id=146, type=linear];
-"147 view_4" [id=147, type=view];
-"148 _tensor_constant3" [id=148, type=get_attr];
-"149 index_1" [id=149, type=index];
-"150 view_5" [id=150, type=view];
-"151 permute_5" [id=151, type=permute];
-"152 contiguous_1" [id=152, type=contiguous];
-"153 unsqueeze_1" [id=153, type=unsqueeze];
-"154 sigmoid_1" [id=154, type=sigmoid];
-"155 mul_2" [id=155, type=mul];
-"156 pad_1" [id=156, type=pad];
-"157 roll" [id=157, type=roll];
-"158 view_6" [id=158, type=view];
-"159 permute_6" [id=159, type=permute];
-"160 reshape_4" [id=160, type=reshape];
-"161 reshape_4_0_0_nncf_smooth_quant_0" [id=161, type=call_module];
-"162 quantize_per_tensor_default_7" [id=162, type=quantize_per_tensor];
-"163 dequantize_per_tensor_default_7" [id=163, type=dequantize_per_tensor];
-"164 _param_constant23_0_0" [id=164, type=get_attr];
-"165 scale_updated_constant9" [id=165, type=get_attr];
-"166 compressed_weight_updated_constant9" [id=166, type=get_attr];
-"167 mul_tensor_9" [id=167, type=mul];
-"168 zero_point_updated_constant9" [id=168, type=get_attr];
-"169 sub_tensor_9" [id=169, type=sub];
-"170 linear_8" [id=170, type=linear];
-"171 reshape_5" [id=171, type=reshape];
-"172 permute_7" [id=172, type=permute];
-"173 select_3" [id=173, type=select];
-"174 select_4" [id=174, type=select];
-"175 select_5" [id=175, type=select];
-"176 linalg_vector_norm_2" [id=176, type=linalg_vector_norm];
-"177 clamp_min_2" [id=177, type=clamp_min];
-"178 expand_as_2" [id=178, type=expand_as];
-"179 div_2" [id=179, type=div];
-"180 quantize_per_tensor_default_8" [id=180, type=quantize_per_tensor];
-"181 dequantize_per_tensor_default_8" [id=181, type=dequantize_per_tensor];
-"182 linalg_vector_norm_3" [id=182, type=linalg_vector_norm];
-"183 clamp_min_3" [id=183, type=clamp_min];
-"184 expand_as_3" [id=184, type=expand_as];
-"185 div_3" [id=185, type=div];
-"186 quantize_per_tensor_default_9" [id=186, type=quantize_per_tensor];
-"187 dequantize_per_tensor_default_9" [id=187, type=dequantize_per_tensor];
-"188 transpose_2" [id=188, type=transpose];
-"189 matmul_2" [id=189, type=matmul];
-"190 _param_constant25" [id=190, type=get_attr];
-"191 clamp_1" [id=191, type=clamp];
-"192 exp_1" [id=192, type=exp];
-"193 mul_3" [id=193, type=mul];
-"194 add_3" [id=194, type=add];
-"195 new_zeros" [id=195, type=new_zeros];
-"196 view_7" [id=196, type=view];
-"197 permute_8" [id=197, type=permute];
-"198 reshape_6" [id=198, type=reshape];
-"199 unsqueeze_2" [id=199, type=unsqueeze];
-"200 unsqueeze_3" [id=200, type=unsqueeze];
-"201 sub" [id=201, type=sub];
-"202 ne" [id=202, type=ne];
-"203 masked_fill" [id=203, type=masked_fill];
-"204 eq" [id=204, type=eq];
-"205 masked_fill_1" [id=205, type=masked_fill];
-"206 view_8" [id=206, type=view];
-"207 unsqueeze_4" [id=207, type=unsqueeze];
-"208 unsqueeze_5" [id=208, type=unsqueeze];
-"209 add_4" [id=209, type=add];
-"210 view_9" [id=210, type=view];
-"211 softmax_1" [id=211, type=softmax];
-"212 dropout_4" [id=212, type=dropout];
-"213 matmul_3" [id=213, type=matmul];
-"214 transpose_3" [id=214, type=transpose];
-"215 reshape_7" [id=215, type=reshape];
-"216 reshape_7_0_0_nncf_smooth_quant_0" [id=216, type=call_module];
-"217 quantize_per_tensor_default_10" [id=217, type=quantize_per_tensor];
-"218 dequantize_per_tensor_default_10" [id=218, type=dequantize_per_tensor];
-"219 _param_constant27_0_0" [id=219, type=get_attr];
-"220 scale_updated_constant10" [id=220, type=get_attr];
-"221 compressed_weight_updated_constant10" [id=221, type=get_attr];
-"222 mul_tensor_10" [id=222, type=mul];
-"223 zero_point_updated_constant10" [id=223, type=get_attr];
-"224 sub_tensor_10" [id=224, type=sub];
-"225 linear_9" [id=225, type=linear];
-"226 dropout_5" [id=226, type=dropout];
-"227 view_10" [id=227, type=view];
-"228 permute_9" [id=228, type=permute];
-"229 reshape_8" [id=229, type=reshape];
-"230 roll_1" [id=230, type=roll];
-"231 slice_23" [id=231, type=slice];
-"232 slice_24" [id=232, type=slice];
-"233 _param_constant28" [id=233, type=get_attr];
-"234 _param_constant29" [id=234, type=get_attr];
-"235 layer_norm_3" [id=235, type=layer_norm];
-"236 add_5" [id=236, type=add];
-"237 add_5_0_0_nncf_smooth_quant_0" [id=237, type=call_module];
-"238 quantize_per_tensor_default_11" [id=238, type=quantize_per_tensor];
-"239 dequantize_per_tensor_default_11" [id=239, type=dequantize_per_tensor];
-"240 _param_constant31_0_0" [id=240, type=get_attr];
-"241 scale_updated_constant11" [id=241, type=get_attr];
-"242 compressed_weight_updated_constant11" [id=242, type=get_attr];
-"243 mul_tensor_11" [id=243, type=mul];
-"244 zero_point_updated_constant11" [id=244, type=get_attr];
-"245 sub_tensor_11" [id=245, type=sub];
-"246 linear_10" [id=246, type=linear];
-"247 gelu_1" [id=247, type=gelu];
-"248 dropout_6" [id=248, type=dropout];
-"249 dropout_6_0_0_nncf_smooth_quant_0" [id=249, type=call_module];
-"250 quantize_per_tensor_default_12" [id=250, type=quantize_per_tensor];
-"251 dequantize_per_tensor_default_12" [id=251, type=dequantize_per_tensor];
-"252 _param_constant33_0_0" [id=252, type=get_attr];
-"253 scale_updated_constant12" [id=253, type=get_attr];
-"254 compressed_weight_updated_constant12" [id=254, type=get_attr];
-"255 mul_tensor_12" [id=255, type=mul];
-"256 zero_point_updated_constant12" [id=256, type=get_attr];
-"257 sub_tensor_12" [id=257, type=sub];
-"258 linear_11" [id=258, type=linear];
-"259 dropout_7" [id=259, type=dropout];
-"260 _param_constant34" [id=260, type=get_attr];
-"261 _param_constant35" [id=261, type=get_attr];
-"262 layer_norm_4" [id=262, type=layer_norm];
-"263 add_6" [id=263, type=add];
-"264 pad_2" [id=264, type=pad];
-"265 slice_25" [id=265, type=slice];
-"266 slice_26" [id=266, type=slice];
-"267 slice_27" [id=267, type=slice];
-"268 slice_28" [id=268, type=slice];
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-"271 slice_31" [id=271, type=slice];
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-"274 slice_34" [id=274, type=slice];
-"275 slice_35" [id=275, type=slice];
-"276 slice_36" [id=276, type=slice];
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-"278 cat_0_0_nncf_smooth_quant_0" [id=278, type=call_module];
-"279 quantize_per_tensor_default_13" [id=279, type=quantize_per_tensor];
-"280 dequantize_per_tensor_default_13" [id=280, type=dequantize_per_tensor];
-"281 scale_updated_constant13" [id=281, type=get_attr];
-"282 compressed_weight_updated_constant13" [id=282, type=get_attr];
-"283 mul_tensor_13" [id=283, type=mul];
-"284 zero_point_updated_constant13" [id=284, type=get_attr];
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-"288 _param_constant38" [id=288, type=get_attr];
-"289 layer_norm_5" [id=289, type=layer_norm];
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-"292 _param_constant40_0_0" [id=292, type=get_attr];
-"293 scale_updated_constant14" [id=293, type=get_attr];
-"294 compressed_weight_updated_constant14" [id=294, type=get_attr];
-"295 mul_tensor_14" [id=295, type=mul];
-"296 zero_point_updated_constant14" [id=296, type=get_attr];
-"297 sub_tensor_14" [id=297, type=sub];
-"298 linear_13" [id=298, type=linear];
-"299 relu__2" [id=299, type=relu_];
-"300 relu__2_0_0_nncf_smooth_quant_0" [id=300, type=call_module];
-"301 scale_updated_constant15" [id=301, type=get_attr];
-"302 compressed_weight_updated_constant15" [id=302, type=get_attr];
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-"304 zero_point_updated_constant15" [id=304, type=get_attr];
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-"307 view_11" [id=307, type=view];
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-"309 index_2" [id=309, type=index];
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-"312 contiguous_2" [id=312, type=contiguous];
-"313 unsqueeze_6" [id=313, type=unsqueeze];
-"314 sigmoid_2" [id=314, type=sigmoid];
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-"317 view_13" [id=317, type=view];
-"318 permute_11" [id=318, type=permute];
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-"324 scale_updated_constant16" [id=324, type=get_attr];
-"325 compressed_weight_updated_constant16" [id=325, type=get_attr];
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-"327 zero_point_updated_constant16" [id=327, type=get_attr];
-"328 sub_tensor_16" [id=328, type=sub];
-"329 linear_15" [id=329, type=linear];
-"330 reshape_10" [id=330, type=reshape];
-"331 permute_12" [id=331, type=permute];
-"332 select_6" [id=332, type=select];
-"333 select_7" [id=333, type=select];
-"334 select_8" [id=334, type=select];
-"335 linalg_vector_norm_4" [id=335, type=linalg_vector_norm];
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-"337 expand_as_4" [id=337, type=expand_as];
-"338 div_4" [id=338, type=div];
-"339 quantize_per_tensor_default_15" [id=339, type=quantize_per_tensor];
-"340 dequantize_per_tensor_default_15" [id=340, type=dequantize_per_tensor];
-"341 linalg_vector_norm_5" [id=341, type=linalg_vector_norm];
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-"343 expand_as_5" [id=343, type=expand_as];
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-"346 dequantize_per_tensor_default_16" [id=346, type=dequantize_per_tensor];
-"347 transpose_4" [id=347, type=transpose];
-"348 matmul_4" [id=348, type=matmul];
-"349 _param_constant44" [id=349, type=get_attr];
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-"353 add_7" [id=353, type=add];
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-"357 transpose_5" [id=357, type=transpose];
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-"362 _param_constant46_0_0" [id=362, type=get_attr];
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-"364 compressed_weight_updated_constant17" [id=364, type=get_attr];
-"365 mul_tensor_17" [id=365, type=mul];
-"366 zero_point_updated_constant17" [id=366, type=get_attr];
-"367 sub_tensor_17" [id=367, type=sub];
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-"386 scale_updated_constant18" [id=386, type=get_attr];
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-"388 mul_tensor_18" [id=388, type=mul];
-"389 zero_point_updated_constant18" [id=389, type=get_attr];
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-"398 scale_updated_constant19" [id=398, type=get_attr];
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-"479 unsqueeze_9" [id=479, type=unsqueeze];
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+"2387 dequantize_per_tensor_default_141" [id=2387, type=dequantize_per_tensor];
+"2388 _param_constant378_0_0" [id=2388, type=get_attr];
+"2389 scale_updated_constant95" [id=2389, type=get_attr];
+"2390 compressed_weight_updated_constant95" [id=2390, type=get_attr];
+"2391 mul_tensor_95" [id=2391, type=mul];
+"2392 zero_point_updated_constant95" [id=2392, type=get_attr];
+"2393 sub_tensor_95" [id=2393, type=sub];
+"2394 linear_140" [id=2394, type=linear];
+"2395 dropout_91" [id=2395, type=dropout];
+"2396 _param_constant379" [id=2396, type=get_attr];
+"2397 _param_constant380" [id=2397, type=get_attr];
+"2398 layer_norm_49" [id=2398, type=layer_norm];
+"2399 add_79" [id=2399, type=add];
+"2400 _frozen_param191" [id=2400, type=get_attr];
+"2401 pad_26" [id=2401, type=pad];
+"2402 view_127" [id=2402, type=view];
+"2403 permute_105" [id=2403, type=permute];
+"2404 reshape_103" [id=2404, type=reshape];
+"2405 reshape_103_0_0_nncf_smooth_quant_0" [id=2405, type=call_module];
+"2406 quantize_per_tensor_default_142" [id=2406, type=quantize_per_tensor];
+"2407 dequantize_per_tensor_default_142" [id=2407, type=dequantize_per_tensor];
+"2408 _frozen_param192_0_0" [id=2408, type=get_attr];
+"2409 scale_updated_constant96" [id=2409, type=get_attr];
+"2410 compressed_weight_updated_constant96" [id=2410, type=get_attr];
+"2411 mul_tensor_96" [id=2411, type=mul];
+"2412 zero_point_updated_constant96" [id=2412, type=get_attr];
+"2413 sub_tensor_96" [id=2413, type=sub];
+"2414 linear_143" [id=2414, type=linear];
+"2415 reshape_104" [id=2415, type=reshape];
+"2416 permute_106" [id=2416, type=permute];
+"2417 select_69" [id=2417, type=select];
+"2418 select_70" [id=2418, type=select];
+"2419 select_71" [id=2419, type=select];
+"2420 linalg_vector_norm_46" [id=2420, type=linalg_vector_norm];
+"2421 clamp_min_46" [id=2421, type=clamp_min];
+"2422 expand_as_46" [id=2422, type=expand_as];
+"2423 div_46" [id=2423, type=div];
+"2424 quantize_per_tensor_default_143" [id=2424, type=quantize_per_tensor];
+"2425 dequantize_per_tensor_default_143" [id=2425, type=dequantize_per_tensor];
+"2426 linalg_vector_norm_47" [id=2426, type=linalg_vector_norm];
+"2427 clamp_min_47" [id=2427, type=clamp_min];
+"2428 expand_as_47" [id=2428, type=expand_as];
+"2429 div_47" [id=2429, type=div];
+"2430 quantize_per_tensor_default_144" [id=2430, type=quantize_per_tensor];
+"2431 dequantize_per_tensor_default_144" [id=2431, type=dequantize_per_tensor];
+"2432 transpose_46" [id=2432, type=transpose];
+"2433 matmul_46" [id=2433, type=matmul];
+"2434 _frozen_param194" [id=2434, type=get_attr];
+"2435 mul_47" [id=2435, type=mul];
+"2436 add_80" [id=2436, type=add];
+"2437 softmax_23" [id=2437, type=softmax];
+"2438 dropout_92" [id=2438, type=dropout];
+"2439 matmul_47" [id=2439, type=matmul];
+"2440 transpose_47" [id=2440, type=transpose];
+"2441 reshape_105" [id=2441, type=reshape];
+"2442 reshape_105_0_0_nncf_smooth_quant_0" [id=2442, type=call_module];
+"2443 quantize_per_tensor_default_145" [id=2443, type=quantize_per_tensor];
+"2444 dequantize_per_tensor_default_145" [id=2444, type=dequantize_per_tensor];
+"2445 _param_constant388_0_0" [id=2445, type=get_attr];
+"2446 scale_updated_constant97" [id=2446, type=get_attr];
+"2447 compressed_weight_updated_constant97" [id=2447, type=get_attr];
+"2448 mul_tensor_97" [id=2448, type=mul];
+"2449 zero_point_updated_constant97" [id=2449, type=get_attr];
+"2450 sub_tensor_97" [id=2450, type=sub];
+"2451 linear_144" [id=2451, type=linear];
+"2452 dropout_93" [id=2452, type=dropout];
+"2453 view_128" [id=2453, type=view];
+"2454 permute_107" [id=2454, type=permute];
+"2455 reshape_106" [id=2455, type=reshape];
+"2456 slice_347" [id=2456, type=slice];
+"2457 slice_348" [id=2457, type=slice];
+"2458 slice_349" [id=2458, type=slice];
+"2459 slice_350" [id=2459, type=slice];
+"2460 contiguous_45" [id=2460, type=contiguous];
+"2461 _param_constant389" [id=2461, type=get_attr];
+"2462 _param_constant390" [id=2462, type=get_attr];
+"2463 layer_norm_50" [id=2463, type=layer_norm];
+"2464 add_81" [id=2464, type=add];
+"2465 add_81_0_0_nncf_smooth_quant_0" [id=2465, type=call_module];
+"2466 quantize_per_tensor_default_146" [id=2466, type=quantize_per_tensor];
+"2467 dequantize_per_tensor_default_146" [id=2467, type=dequantize_per_tensor];
+"2468 _param_constant392_0_0" [id=2468, type=get_attr];
+"2469 scale_updated_constant98" [id=2469, type=get_attr];
+"2470 compressed_weight_updated_constant98" [id=2470, type=get_attr];
+"2471 mul_tensor_98" [id=2471, type=mul];
+"2472 zero_point_updated_constant98" [id=2472, type=get_attr];
+"2473 sub_tensor_98" [id=2473, type=sub];
+"2474 linear_145" [id=2474, type=linear];
+"2475 gelu_23" [id=2475, type=gelu];
+"2476 dropout_94" [id=2476, type=dropout];
+"2477 dropout_94_0_0_nncf_smooth_quant_0" [id=2477, type=call_module];
+"2478 quantize_per_tensor_default_147" [id=2478, type=quantize_per_tensor];
+"2479 dequantize_per_tensor_default_147" [id=2479, type=dequantize_per_tensor];
+"2480 _param_constant394_0_0" [id=2480, type=get_attr];
+"2481 scale_updated_constant99" [id=2481, type=get_attr];
+"2482 compressed_weight_updated_constant99" [id=2482, type=get_attr];
+"2483 mul_tensor_99" [id=2483, type=mul];
+"2484 zero_point_updated_constant99" [id=2484, type=get_attr];
+"2485 sub_tensor_99" [id=2485, type=sub];
+"2486 linear_146" [id=2486, type=linear];
+"2487 dropout_95" [id=2487, type=dropout];
+"2488 _param_constant395" [id=2488, type=get_attr];
+"2489 _param_constant396" [id=2489, type=get_attr];
+"2490 layer_norm_51" [id=2490, type=layer_norm];
+"2491 add_82" [id=2491, type=add];
+"2492 _param_constant397" [id=2492, type=get_attr];
+"2493 _param_constant398" [id=2493, type=get_attr];
+"2494 layer_norm_52" [id=2494, type=layer_norm];
+"2495 permute_108" [id=2495, type=permute];
+"2496 adaptive_avg_pool2d" [id=2496, type=adaptive_avg_pool2d];
+"2497 flatten" [id=2497, type=flatten];
+"2498 flatten_0_0_nncf_smooth_quant_0" [id=2498, type=call_module];
+"2499 quantize_per_tensor_default_148" [id=2499, type=quantize_per_tensor];
+"2500 dequantize_per_tensor_default_148" [id=2500, type=dequantize_per_tensor];
+"2501 _param_constant400_0_0" [id=2501, type=get_attr];
+"2502 scale_updated_constant100" [id=2502, type=get_attr];
+"2503 compressed_weight_updated_constant100" [id=2503, type=get_attr];
+"2504 mul_tensor_100" [id=2504, type=mul];
+"2505 zero_point_updated_constant100" [id=2505, type=get_attr];
+"2506 sub_tensor_100" [id=2506, type=sub];
+"2507 linear_147" [id=2507, type=linear];
+"2508 output" [id=2508, type=output];
 "0 arg0_1" -> "1 quantize_per_tensor_default"  [label="(1, 3, 224, 224)", style=solid];
 "1 quantize_per_tensor_default" -> "2 dequantize_per_tensor_default"  [label="(1, 3, 224, 224)", style=solid];
 "2 dequantize_per_tensor_default" -> "9 conv2d"  [label="(1, 3, 224, 224)", style=solid];
@@ -3169,3392 +2521,2744 @@ strict digraph  {
 "10 permute" -> "13 layer_norm"  [label="(1, 56, 56, 96)", style=solid];
 "11 _param_constant2" -> "13 layer_norm"  [label="(96,)", style=solid];
 "12 _param_constant3" -> "13 layer_norm"  [label="(96,)", style=solid];
-"13 layer_norm" -> "40 pad"  [label="(1, 56, 56, 96)", style=solid];
-"13 layer_norm" -> "102 add_1"  [label="(1, 56, 56, 96)", style=solid];
-"14 _tensor_constant0" -> "15 _tensor_constant0_0_0_nncf_smooth_quant_0"  [label="(1, 15, 15, 2)", style=solid];
-"15 _tensor_constant0_0_0_nncf_smooth_quant_0" -> "22 linear"  [label="(1, 15, 15, 2)", style=solid];
-"16 _param_constant5_0_0" -> "22 linear"  [label="(512,)", style=solid];
-"17 scale_updated_constant1" -> "19 mul_tensor_1"  [label="(512, 1)", style=solid];
-"18 compressed_weight_updated_constant1" -> "19 mul_tensor_1"  [label="(512, 2)", style=solid];
-"19 mul_tensor_1" -> "21 sub_tensor_1"  [label="(512, 2)", style=solid];
-"20 zero_point_updated_constant1" -> "21 sub_tensor_1"  [label="(512, 1)", style=solid];
-"21 sub_tensor_1" -> "22 linear"  [label="(512, 2)", style=solid];
-"22 linear" -> "23 relu_"  [label="(1, 15, 15, 512)", style=solid];
-"23 relu_" -> "24 relu__0_0_nncf_smooth_quant_0"  [label="(1, 15, 15, 512)", style=solid];
-"24 relu__0_0_nncf_smooth_quant_0" -> "30 linear_1"  [label="(1, 15, 15, 512)", style=solid];
-"25 scale_updated_constant2" -> "27 mul_tensor_2"  [label="(3, 1)", style=solid];
-"26 compressed_weight_updated_constant2" -> "27 mul_tensor_2"  [label="(3, 512)", style=solid];
-"27 mul_tensor_2" -> "29 sub_tensor_2"  [label="(3, 512)", style=solid];
-"28 zero_point_updated_constant2" -> "29 sub_tensor_2"  [label="(3, 1)", style=solid];
-"29 sub_tensor_2" -> "30 linear_1"  [label="(3, 512)", style=solid];
-"30 linear_1" -> "31 view"  [label="(1, 15, 15, 3)", style=solid];
-"31 view" -> "33 index"  [label="(225, 3)", style=solid];
-"32 _tensor_constant1" -> "33 index"  [label="(4096,)", style=solid];
-"33 index" -> "34 view_1"  [label="(4096, 3)", style=solid];
-"34 view_1" -> "35 permute_1"  [label="(64, 64, 3)", style=solid];
-"35 permute_1" -> "36 contiguous"  [label="(3, 64, 64)", style=solid];
-"36 contiguous" -> "37 unsqueeze"  [label="(3, 64, 64)", style=solid];
-"37 unsqueeze" -> "38 sigmoid"  [label="(1, 3, 64, 64)", style=solid];
-"38 sigmoid" -> "39 mul"  [label="(1, 3, 64, 64)", style=solid];
-"39 mul" -> "77 add"  [label="(1, 3, 64, 64)", style=solid];
-"40 pad" -> "41 view_2"  [label="(1, 56, 56, 96)", style=solid];
-"41 view_2" -> "42 permute_2"  [label="(1, 7, 8, 7, 8, 96)", style=solid];
-"42 permute_2" -> "43 reshape"  [label="(1, 7, 7, 8, 8, 96)", style=solid];
-"43 reshape" -> "44 reshape_0_0_nncf_smooth_quant_0"  [label="(49, 64, 96)", style=solid];
-"44 reshape_0_0_nncf_smooth_quant_0" -> "45 quantize_per_tensor_default_1"  [label="(49, 64, 96)", style=solid];
-"45 quantize_per_tensor_default_1" -> "46 dequantize_per_tensor_default_1"  [label="(49, 64, 96)", style=solid];
-"46 dequantize_per_tensor_default_1" -> "53 linear_2"  [label="(49, 64, 96)", style=solid];
-"47 _param_constant7_0_0" -> "53 linear_2"  [label="(288,)", style=solid];
-"48 scale_updated_constant3" -> "50 mul_tensor_3"  [label="(288, 1)", style=solid];
-"49 compressed_weight_updated_constant3" -> "50 mul_tensor_3"  [label="(288, 96)", style=solid];
-"50 mul_tensor_3" -> "52 sub_tensor_3"  [label="(288, 96)", style=solid];
-"51 zero_point_updated_constant3" -> "52 sub_tensor_3"  [label="(288, 1)", style=solid];
-"52 sub_tensor_3" -> "53 linear_2"  [label="(288, 96)", style=solid];
-"53 linear_2" -> "54 reshape_1"  [label="(49, 64, 288)", style=solid];
-"54 reshape_1" -> "55 permute_3"  [label="(49, 64, 3, 3, 32)", style=solid];
-"55 permute_3" -> "56 select"  [label="(3, 49, 3, 64, 32)", style=solid];
-"55 permute_3" -> "57 select_1"  [label="(3, 49, 3, 64, 32)", style=solid];
-"55 permute_3" -> "58 select_2"  [label="(3, 49, 3, 64, 32)", style=solid];
-"56 select" -> "59 linalg_vector_norm"  [label="(49, 3, 64, 32)", style=solid];
-"56 select" -> "61 expand_as"  [label="(49, 3, 64, 32)", style=solid];
-"56 select" -> "62 div"  [label="(49, 3, 64, 32)", style=solid];
-"57 select_1" -> "65 linalg_vector_norm_1"  [label="(49, 3, 64, 32)", style=solid];
-"57 select_1" -> "67 expand_as_1"  [label="(49, 3, 64, 32)", style=solid];
-"57 select_1" -> "68 div_1"  [label="(49, 3, 64, 32)", style=solid];
-"58 select_2" -> "80 matmul_1"  [label="(49, 3, 64, 32)", style=solid];
-"59 linalg_vector_norm" -> "60 clamp_min"  [label="(49, 3, 64, 1)", style=solid];
-"60 clamp_min" -> "61 expand_as"  [label="(49, 3, 64, 1)", style=solid];
-"61 expand_as" -> "62 div"  [label="(49, 3, 64, 32)", style=solid];
-"62 div" -> "63 quantize_per_tensor_default_2"  [label="(49, 3, 64, 32)", style=solid];
-"63 quantize_per_tensor_default_2" -> "64 dequantize_per_tensor_default_2"  [label="(49, 3, 64, 32)", style=solid];
-"64 dequantize_per_tensor_default_2" -> "72 matmul"  [label="(49, 3, 64, 32)", style=solid];
-"65 linalg_vector_norm_1" -> "66 clamp_min_1"  [label="(49, 3, 64, 1)", style=solid];
-"66 clamp_min_1" -> "67 expand_as_1"  [label="(49, 3, 64, 1)", style=solid];
-"67 expand_as_1" -> "68 div_1"  [label="(49, 3, 64, 32)", style=solid];
-"68 div_1" -> "69 quantize_per_tensor_default_3"  [label="(49, 3, 64, 32)", style=solid];
-"69 quantize_per_tensor_default_3" -> "70 dequantize_per_tensor_default_3"  [label="(49, 3, 64, 32)", style=solid];
-"70 dequantize_per_tensor_default_3" -> "71 transpose"  [label="(49, 3, 64, 32)", style=solid];
-"71 transpose" -> "72 matmul"  [label="(49, 3, 32, 64)", style=solid];
-"72 matmul" -> "76 mul_1"  [label="(49, 3, 64, 64)", style=solid];
-"73 _param_constant9" -> "74 clamp"  [label="(3, 1, 1)", style=solid];
-"74 clamp" -> "75 exp"  [label="(3, 1, 1)", style=solid];
-"75 exp" -> "76 mul_1"  [label="(3, 1, 1)", style=solid];
-"76 mul_1" -> "77 add"  [label="(49, 3, 64, 64)", style=solid];
-"77 add" -> "78 softmax"  [label="(49, 3, 64, 64)", style=solid];
-"78 softmax" -> "79 dropout"  [label="(49, 3, 64, 64)", style=solid];
-"79 dropout" -> "80 matmul_1"  [label="(49, 3, 64, 64)", style=solid];
-"80 matmul_1" -> "81 transpose_1"  [label="(49, 3, 64, 32)", style=solid];
-"81 transpose_1" -> "82 reshape_2"  [label="(49, 64, 3, 32)", style=solid];
-"82 reshape_2" -> "83 reshape_2_0_0_nncf_smooth_quant_0"  [label="(49, 64, 96)", style=solid];
-"83 reshape_2_0_0_nncf_smooth_quant_0" -> "84 quantize_per_tensor_default_4"  [label="(49, 64, 96)", style=solid];
-"84 quantize_per_tensor_default_4" -> "85 dequantize_per_tensor_default_4"  [label="(49, 64, 96)", style=solid];
-"85 dequantize_per_tensor_default_4" -> "92 linear_3"  [label="(49, 64, 96)", style=solid];
-"86 _param_constant11_0_0" -> "92 linear_3"  [label="(96,)", style=solid];
-"87 scale_updated_constant4" -> "89 mul_tensor_4"  [label="(96, 1)", style=solid];
-"88 compressed_weight_updated_constant4" -> "89 mul_tensor_4"  [label="(96, 96)", style=solid];
-"89 mul_tensor_4" -> "91 sub_tensor_4"  [label="(96, 96)", style=solid];
-"90 zero_point_updated_constant4" -> "91 sub_tensor_4"  [label="(96, 1)", style=solid];
-"91 sub_tensor_4" -> "92 linear_3"  [label="(96, 96)", style=solid];
-"92 linear_3" -> "93 dropout_1"  [label="(49, 64, 96)", style=solid];
-"93 dropout_1" -> "94 view_3"  [label="(49, 64, 96)", style=solid];
-"94 view_3" -> "95 permute_4"  [label="(1, 7, 7, 8, 8, 96)", style=solid];
-"95 permute_4" -> "96 reshape_3"  [label="(1, 7, 8, 7, 8, 96)", style=solid];
-"96 reshape_3" -> "97 slice_2"  [label="(1, 56, 56, 96)", style=solid];
-"97 slice_2" -> "98 slice_3"  [label="(1, 56, 56, 96)", style=solid];
-"98 slice_3" -> "101 layer_norm_1"  [label="(1, 56, 56, 96)", style=solid];
-"99 _param_constant12" -> "101 layer_norm_1"  [label="(96,)", style=solid];
-"100 _param_constant13" -> "101 layer_norm_1"  [label="(96,)", style=solid];
-"101 layer_norm_1" -> "102 add_1"  [label="(1, 56, 56, 96)", style=solid];
-"102 add_1" -> "103 add_1_0_0_nncf_smooth_quant_0"  [label="(1, 56, 56, 96)", style=solid];
-"102 add_1" -> "129 add_2"  [label="(1, 56, 56, 96)", style=solid];
-"103 add_1_0_0_nncf_smooth_quant_0" -> "104 quantize_per_tensor_default_5"  [label="(1, 56, 56, 96)", style=solid];
-"104 quantize_per_tensor_default_5" -> "105 dequantize_per_tensor_default_5"  [label="(1, 56, 56, 96)", style=solid];
-"105 dequantize_per_tensor_default_5" -> "112 linear_4"  [label="(1, 56, 56, 96)", style=solid];
-"106 _param_constant15_0_0" -> "112 linear_4"  [label="(384,)", style=solid];
-"107 scale_updated_constant5" -> "109 mul_tensor_5"  [label="(384, 1)", style=solid];
-"108 compressed_weight_updated_constant5" -> "109 mul_tensor_5"  [label="(384, 96)", style=solid];
-"109 mul_tensor_5" -> "111 sub_tensor_5"  [label="(384, 96)", style=solid];
-"110 zero_point_updated_constant5" -> "111 sub_tensor_5"  [label="(384, 1)", style=solid];
-"111 sub_tensor_5" -> "112 linear_4"  [label="(384, 96)", style=solid];
-"112 linear_4" -> "113 gelu"  [label="(1, 56, 56, 384)", style=solid];
-"113 gelu" -> "114 dropout_2"  [label="(1, 56, 56, 384)", style=solid];
-"114 dropout_2" -> "115 dropout_2_0_0_nncf_smooth_quant_0"  [label="(1, 56, 56, 384)", style=solid];
-"115 dropout_2_0_0_nncf_smooth_quant_0" -> "116 quantize_per_tensor_default_6"  [label="(1, 56, 56, 384)", style=solid];
-"116 quantize_per_tensor_default_6" -> "117 dequantize_per_tensor_default_6"  [label="(1, 56, 56, 384)", style=solid];
-"117 dequantize_per_tensor_default_6" -> "124 linear_5"  [label="(1, 56, 56, 384)", style=solid];
-"118 _param_constant17_0_0" -> "124 linear_5"  [label="(96,)", style=solid];
-"119 scale_updated_constant6" -> "121 mul_tensor_6"  [label="(96, 1)", style=solid];
-"120 compressed_weight_updated_constant6" -> "121 mul_tensor_6"  [label="(96, 384)", style=solid];
-"121 mul_tensor_6" -> "123 sub_tensor_6"  [label="(96, 384)", style=solid];
-"122 zero_point_updated_constant6" -> "123 sub_tensor_6"  [label="(96, 1)", style=solid];
-"123 sub_tensor_6" -> "124 linear_5"  [label="(96, 384)", style=solid];
-"124 linear_5" -> "125 dropout_3"  [label="(1, 56, 56, 96)", style=solid];
-"125 dropout_3" -> "128 layer_norm_2"  [label="(1, 56, 56, 96)", style=solid];
-"126 _param_constant18" -> "128 layer_norm_2"  [label="(96,)", style=solid];
-"127 _param_constant19" -> "128 layer_norm_2"  [label="(96,)", style=solid];
-"128 layer_norm_2" -> "129 add_2"  [label="(1, 56, 56, 96)", style=solid];
-"129 add_2" -> "156 pad_1"  [label="(1, 56, 56, 96)", style=solid];
-"129 add_2" -> "236 add_5"  [label="(1, 56, 56, 96)", style=solid];
-"130 _tensor_constant2" -> "131 _tensor_constant2_0_0_nncf_smooth_quant_0"  [label="(1, 15, 15, 2)", style=solid];
-"131 _tensor_constant2_0_0_nncf_smooth_quant_0" -> "138 linear_6"  [label="(1, 15, 15, 2)", style=solid];
-"132 _param_constant21_0_0" -> "138 linear_6"  [label="(512,)", style=solid];
-"133 scale_updated_constant7" -> "135 mul_tensor_7"  [label="(512, 1)", style=solid];
-"134 compressed_weight_updated_constant7" -> "135 mul_tensor_7"  [label="(512, 2)", style=solid];
-"135 mul_tensor_7" -> "137 sub_tensor_7"  [label="(512, 2)", style=solid];
-"136 zero_point_updated_constant7" -> "137 sub_tensor_7"  [label="(512, 1)", style=solid];
-"137 sub_tensor_7" -> "138 linear_6"  [label="(512, 2)", style=solid];
-"138 linear_6" -> "139 relu__1"  [label="(1, 15, 15, 512)", style=solid];
-"139 relu__1" -> "140 relu__1_0_0_nncf_smooth_quant_0"  [label="(1, 15, 15, 512)", style=solid];
-"140 relu__1_0_0_nncf_smooth_quant_0" -> "146 linear_7"  [label="(1, 15, 15, 512)", style=solid];
-"141 scale_updated_constant8" -> "143 mul_tensor_8"  [label="(3, 1)", style=solid];
-"142 compressed_weight_updated_constant8" -> "143 mul_tensor_8"  [label="(3, 512)", style=solid];
-"143 mul_tensor_8" -> "145 sub_tensor_8"  [label="(3, 512)", style=solid];
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+"2433 matmul_46" -> "2435 mul_47"  [label="(1, 24, 64, 64)", style=solid];
+"2434 _frozen_param194" -> "2435 mul_47"  [label="(24, 1, 1)", style=solid];
+"2435 mul_47" -> "2436 add_80"  [label="(1, 24, 64, 64)", style=solid];
+"2436 add_80" -> "2437 softmax_23"  [label="(1, 24, 64, 64)", style=solid];
+"2437 softmax_23" -> "2438 dropout_92"  [label="(1, 24, 64, 64)", style=solid];
+"2438 dropout_92" -> "2439 matmul_47"  [label="(1, 24, 64, 64)", style=solid];
+"2439 matmul_47" -> "2440 transpose_47"  [label="(1, 24, 64, 32)", style=solid];
+"2440 transpose_47" -> "2441 reshape_105"  [label="(1, 64, 24, 32)", style=solid];
+"2441 reshape_105" -> "2442 reshape_105_0_0_nncf_smooth_quant_0"  [label="(1, 64, 768)", style=solid];
+"2442 reshape_105_0_0_nncf_smooth_quant_0" -> "2443 quantize_per_tensor_default_145"  [label="(1, 64, 768)", style=solid];
+"2443 quantize_per_tensor_default_145" -> "2444 dequantize_per_tensor_default_145"  [label="(1, 64, 768)", style=solid];
+"2444 dequantize_per_tensor_default_145" -> "2451 linear_144"  [label="(1, 64, 768)", style=solid];
+"2445 _param_constant388_0_0" -> "2451 linear_144"  [label="(768,)", style=solid];
+"2446 scale_updated_constant97" -> "2448 mul_tensor_97"  [label="(768, 1)", style=solid];
+"2447 compressed_weight_updated_constant97" -> "2448 mul_tensor_97"  [label="(768, 768)", style=solid];
+"2448 mul_tensor_97" -> "2450 sub_tensor_97"  [label="(768, 768)", style=solid];
+"2449 zero_point_updated_constant97" -> "2450 sub_tensor_97"  [label="(768, 1)", style=solid];
+"2450 sub_tensor_97" -> "2451 linear_144"  [label="(768, 768)", style=solid];
+"2451 linear_144" -> "2452 dropout_93"  [label="(1, 64, 768)", style=solid];
+"2452 dropout_93" -> "2453 view_128"  [label="(1, 64, 768)", style=solid];
+"2453 view_128" -> "2454 permute_107"  [label="(1, 1, 1, 8, 8, 768)", style=solid];
+"2454 permute_107" -> "2455 reshape_106"  [label="(1, 1, 8, 1, 8, 768)", style=solid];
+"2455 reshape_106" -> "2456 slice_347"  [label="(1, 8, 8, 768)", style=solid];
+"2456 slice_347" -> "2457 slice_348"  [label="(1, 8, 8, 768)", style=solid];
+"2457 slice_348" -> "2458 slice_349"  [label="(1, 7, 8, 768)", style=solid];
+"2458 slice_349" -> "2459 slice_350"  [label="(1, 7, 7, 768)", style=solid];
+"2459 slice_350" -> "2460 contiguous_45"  [label="(1, 7, 7, 768)", style=solid];
+"2460 contiguous_45" -> "2463 layer_norm_50"  [label="(1, 7, 7, 768)", style=solid];
+"2461 _param_constant389" -> "2463 layer_norm_50"  [label="(768,)", style=solid];
+"2462 _param_constant390" -> "2463 layer_norm_50"  [label="(768,)", style=solid];
+"2463 layer_norm_50" -> "2464 add_81"  [label="(1, 7, 7, 768)", style=solid];
+"2464 add_81" -> "2465 add_81_0_0_nncf_smooth_quant_0"  [label="(1, 7, 7, 768)", style=solid];
+"2464 add_81" -> "2491 add_82"  [label="(1, 7, 7, 768)", style=solid];
+"2465 add_81_0_0_nncf_smooth_quant_0" -> "2466 quantize_per_tensor_default_146"  [label="(1, 7, 7, 768)", style=solid];
+"2466 quantize_per_tensor_default_146" -> "2467 dequantize_per_tensor_default_146"  [label="(1, 7, 7, 768)", style=solid];
+"2467 dequantize_per_tensor_default_146" -> "2474 linear_145"  [label="(1, 7, 7, 768)", style=solid];
+"2468 _param_constant392_0_0" -> "2474 linear_145"  [label="(3072,)", style=solid];
+"2469 scale_updated_constant98" -> "2471 mul_tensor_98"  [label="(3072, 1)", style=solid];
+"2470 compressed_weight_updated_constant98" -> "2471 mul_tensor_98"  [label="(3072, 768)", style=solid];
+"2471 mul_tensor_98" -> "2473 sub_tensor_98"  [label="(3072, 768)", style=solid];
+"2472 zero_point_updated_constant98" -> "2473 sub_tensor_98"  [label="(3072, 1)", style=solid];
+"2473 sub_tensor_98" -> "2474 linear_145"  [label="(3072, 768)", style=solid];
+"2474 linear_145" -> "2475 gelu_23"  [label="(1, 7, 7, 3072)", style=solid];
+"2475 gelu_23" -> "2476 dropout_94"  [label="(1, 7, 7, 3072)", style=solid];
+"2476 dropout_94" -> "2477 dropout_94_0_0_nncf_smooth_quant_0"  [label="(1, 7, 7, 3072)", style=solid];
+"2477 dropout_94_0_0_nncf_smooth_quant_0" -> "2478 quantize_per_tensor_default_147"  [label="(1, 7, 7, 3072)", style=solid];
+"2478 quantize_per_tensor_default_147" -> "2479 dequantize_per_tensor_default_147"  [label="(1, 7, 7, 3072)", style=solid];
+"2479 dequantize_per_tensor_default_147" -> "2486 linear_146"  [label="(1, 7, 7, 3072)", style=solid];
+"2480 _param_constant394_0_0" -> "2486 linear_146"  [label="(768,)", style=solid];
+"2481 scale_updated_constant99" -> "2483 mul_tensor_99"  [label="(768, 1)", style=solid];
+"2482 compressed_weight_updated_constant99" -> "2483 mul_tensor_99"  [label="(768, 3072)", style=solid];
+"2483 mul_tensor_99" -> "2485 sub_tensor_99"  [label="(768, 3072)", style=solid];
+"2484 zero_point_updated_constant99" -> "2485 sub_tensor_99"  [label="(768, 1)", style=solid];
+"2485 sub_tensor_99" -> "2486 linear_146"  [label="(768, 3072)", style=solid];
+"2486 linear_146" -> "2487 dropout_95"  [label="(1, 7, 7, 768)", style=solid];
+"2487 dropout_95" -> "2490 layer_norm_51"  [label="(1, 7, 7, 768)", style=solid];
+"2488 _param_constant395" -> "2490 layer_norm_51"  [label="(768,)", style=solid];
+"2489 _param_constant396" -> "2490 layer_norm_51"  [label="(768,)", style=solid];
+"2490 layer_norm_51" -> "2491 add_82"  [label="(1, 7, 7, 768)", style=solid];
+"2491 add_82" -> "2494 layer_norm_52"  [label="(1, 7, 7, 768)", style=solid];
+"2492 _param_constant397" -> "2494 layer_norm_52"  [label="(768,)", style=solid];
+"2493 _param_constant398" -> "2494 layer_norm_52"  [label="(768,)", style=solid];
+"2494 layer_norm_52" -> "2495 permute_108"  [label="(1, 7, 7, 768)", style=solid];
+"2495 permute_108" -> "2496 adaptive_avg_pool2d"  [label="(1, 768, 7, 7)", style=solid];
+"2496 adaptive_avg_pool2d" -> "2497 flatten"  [label="(1, 768, 1, 1)", style=solid];
+"2497 flatten" -> "2498 flatten_0_0_nncf_smooth_quant_0"  [label="(1, 768)", style=solid];
+"2498 flatten_0_0_nncf_smooth_quant_0" -> "2499 quantize_per_tensor_default_148"  [label="(1, 768)", style=solid];
+"2499 quantize_per_tensor_default_148" -> "2500 dequantize_per_tensor_default_148"  [label="(1, 768)", style=solid];
+"2500 dequantize_per_tensor_default_148" -> "2507 linear_147"  [label="(1, 768)", style=solid];
+"2501 _param_constant400_0_0" -> "2507 linear_147"  [label="(1000,)", style=solid];
+"2502 scale_updated_constant100" -> "2504 mul_tensor_100"  [label="(1000, 1)", style=solid];
+"2503 compressed_weight_updated_constant100" -> "2504 mul_tensor_100"  [label="(1000, 768)", style=solid];
+"2504 mul_tensor_100" -> "2506 sub_tensor_100"  [label="(1000, 768)", style=solid];
+"2505 zero_point_updated_constant100" -> "2506 sub_tensor_100"  [label="(1000, 1)", style=solid];
+"2506 sub_tensor_100" -> "2507 linear_147"  [label="(1000, 768)", style=solid];
+"2507 linear_147" -> "2508 output"  [label="(1, 1000)", style=solid];
 }
diff --git a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/vit_b_16.dot b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/vit_b_16.dot
index c1b8bcf260a..d031abe21c5 100644
--- a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/vit_b_16.dot
+++ b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/vit_b_16.dot
@@ -11,976 +11,975 @@ strict digraph  {
 "9 conv2d" [id=9, type=conv2d];
 "10 reshape" [id=10, type=reshape];
 "11 permute" [id=11, type=permute];
-"12 _param_constant2" [id=12, type=get_attr];
-"13 expand" [id=13, type=expand];
-"14 cat" [id=14, type=cat];
-"15 _param_constant3" [id=15, type=get_attr];
-"16 add" [id=16, type=add];
-"17 dropout" [id=17, type=dropout];
-"18 _param_constant4" [id=18, type=get_attr];
-"19 _param_constant5" [id=19, type=get_attr];
-"20 layer_norm" [id=20, type=layer_norm];
-"21 transpose" [id=21, type=transpose];
-"22 transpose_0_0_nncf_smooth_quant_0" [id=22, type=call_module];
-"23 quantize_per_tensor_default_1" [id=23, type=quantize_per_tensor];
-"24 dequantize_per_tensor_default_1" [id=24, type=dequantize_per_tensor];
-"25 _param_constant7_0_0" [id=25, type=get_attr];
-"26 scale_updated_constant1" [id=26, type=get_attr];
-"27 compressed_weight_updated_constant1" [id=27, type=get_attr];
-"28 mul_tensor_1" [id=28, type=mul];
-"29 zero_point_updated_constant1" [id=29, type=get_attr];
-"30 sub_tensor_1" [id=30, type=sub];
-"31 linear" [id=31, type=linear];
-"32 unflatten" [id=32, type=unflatten];
-"33 unsqueeze" [id=33, type=unsqueeze];
-"34 transpose_1" [id=34, type=transpose];
-"35 squeeze" [id=35, type=squeeze];
-"36 contiguous" [id=36, type=contiguous];
-"37 quantize_per_tensor_default_2" [id=37, type=quantize_per_tensor];
-"38 dequantize_per_tensor_default_2" [id=38, type=dequantize_per_tensor];
-"39 select" [id=39, type=select];
-"40 quantize_per_tensor_default_3" [id=40, type=quantize_per_tensor];
-"41 dequantize_per_tensor_default_3" [id=41, type=dequantize_per_tensor];
-"42 select_1" [id=42, type=select];
-"43 select_2" [id=43, type=select];
-"44 view" [id=44, type=view];
-"45 transpose_2" [id=45, type=transpose];
-"46 view_1" [id=46, type=view];
-"47 transpose_3" [id=47, type=transpose];
-"48 view_2" [id=48, type=view];
-"49 transpose_4" [id=49, type=transpose];
-"50 view_3" [id=50, type=view];
-"51 view_4" [id=51, type=view];
-"52 view_5" [id=52, type=view];
-"53 scaled_dot_product_attention" [id=53, type=scaled_dot_product_attention];
-"54 permute_1" [id=54, type=permute];
-"55 view_6" [id=55, type=view];
-"56 view_6_0_0_nncf_smooth_quant_0" [id=56, type=call_module];
-"57 quantize_per_tensor_default_4" [id=57, type=quantize_per_tensor];
-"58 dequantize_per_tensor_default_4" [id=58, type=dequantize_per_tensor];
-"59 _param_constant9_0_0" [id=59, type=get_attr];
-"60 scale_updated_constant2" [id=60, type=get_attr];
-"61 compressed_weight_updated_constant2" [id=61, type=get_attr];
-"62 mul_tensor_2" [id=62, type=mul];
-"63 zero_point_updated_constant2" [id=63, type=get_attr];
-"64 sub_tensor_2" [id=64, type=sub];
-"65 linear_1" [id=65, type=linear];
-"66 view_7" [id=66, type=view];
-"67 transpose_5" [id=67, type=transpose];
-"68 dropout_1" [id=68, type=dropout];
-"69 add_1" [id=69, type=add];
-"70 _param_constant10" [id=70, type=get_attr];
-"71 _param_constant11" [id=71, type=get_attr];
-"72 layer_norm_1" [id=72, type=layer_norm];
-"73 layer_norm_1_0_0_nncf_smooth_quant_0" [id=73, type=call_module];
-"74 quantize_per_tensor_default_5" [id=74, type=quantize_per_tensor];
-"75 dequantize_per_tensor_default_5" [id=75, type=dequantize_per_tensor];
-"76 _param_constant13_0_0" [id=76, type=get_attr];
-"77 scale_updated_constant3" [id=77, type=get_attr];
-"78 compressed_weight_updated_constant3" [id=78, type=get_attr];
-"79 mul_tensor_3" [id=79, type=mul];
-"80 zero_point_updated_constant3" [id=80, type=get_attr];
-"81 sub_tensor_3" [id=81, type=sub];
-"82 linear_2" [id=82, type=linear];
-"83 gelu" [id=83, type=gelu];
-"84 dropout_2" [id=84, type=dropout];
-"85 dropout_2_0_0_nncf_smooth_quant_0" [id=85, type=call_module];
-"86 quantize_per_tensor_default_6" [id=86, type=quantize_per_tensor];
-"87 dequantize_per_tensor_default_6" [id=87, type=dequantize_per_tensor];
-"88 _param_constant15_0_0" [id=88, type=get_attr];
-"89 scale_updated_constant4" [id=89, type=get_attr];
-"90 compressed_weight_updated_constant4" [id=90, type=get_attr];
-"91 mul_tensor_4" [id=91, type=mul];
-"92 zero_point_updated_constant4" [id=92, type=get_attr];
-"93 sub_tensor_4" [id=93, type=sub];
-"94 linear_3" [id=94, type=linear];
-"95 dropout_3" [id=95, type=dropout];
-"96 add_2" [id=96, type=add];
-"97 _param_constant16" [id=97, type=get_attr];
-"98 _param_constant17" [id=98, type=get_attr];
-"99 layer_norm_2" [id=99, type=layer_norm];
-"100 transpose_6" [id=100, type=transpose];
-"101 transpose_6_0_0_nncf_smooth_quant_0" [id=101, type=call_module];
-"102 quantize_per_tensor_default_7" [id=102, type=quantize_per_tensor];
-"103 dequantize_per_tensor_default_7" [id=103, type=dequantize_per_tensor];
-"104 _param_constant19_0_0" [id=104, type=get_attr];
-"105 scale_updated_constant5" [id=105, type=get_attr];
-"106 compressed_weight_updated_constant5" [id=106, type=get_attr];
-"107 mul_tensor_5" [id=107, type=mul];
-"108 zero_point_updated_constant5" [id=108, type=get_attr];
-"109 sub_tensor_5" [id=109, type=sub];
-"110 linear_4" [id=110, type=linear];
-"111 unflatten_1" [id=111, type=unflatten];
-"112 unsqueeze_1" [id=112, type=unsqueeze];
-"113 transpose_7" [id=113, type=transpose];
-"114 squeeze_1" [id=114, type=squeeze];
-"115 contiguous_1" [id=115, type=contiguous];
-"116 quantize_per_tensor_default_8" [id=116, type=quantize_per_tensor];
-"117 dequantize_per_tensor_default_8" [id=117, type=dequantize_per_tensor];
-"118 select_3" [id=118, type=select];
-"119 quantize_per_tensor_default_9" [id=119, type=quantize_per_tensor];
-"120 dequantize_per_tensor_default_9" [id=120, type=dequantize_per_tensor];
-"121 select_4" [id=121, type=select];
-"122 select_5" [id=122, type=select];
-"123 view_8" [id=123, type=view];
-"124 transpose_8" [id=124, type=transpose];
-"125 view_9" [id=125, type=view];
-"126 transpose_9" [id=126, type=transpose];
-"127 view_10" [id=127, type=view];
-"128 transpose_10" [id=128, type=transpose];
-"129 view_11" [id=129, type=view];
-"130 view_12" [id=130, type=view];
-"131 view_13" [id=131, type=view];
-"132 scaled_dot_product_attention_1" [id=132, type=scaled_dot_product_attention];
-"133 permute_2" [id=133, type=permute];
-"134 view_14" [id=134, type=view];
-"135 view_14_0_0_nncf_smooth_quant_0" [id=135, type=call_module];
-"136 quantize_per_tensor_default_10" [id=136, type=quantize_per_tensor];
-"137 dequantize_per_tensor_default_10" [id=137, type=dequantize_per_tensor];
-"138 _param_constant21_0_0" [id=138, type=get_attr];
-"139 scale_updated_constant6" [id=139, type=get_attr];
-"140 compressed_weight_updated_constant6" [id=140, type=get_attr];
-"141 mul_tensor_6" [id=141, type=mul];
-"142 zero_point_updated_constant6" [id=142, type=get_attr];
-"143 sub_tensor_6" [id=143, type=sub];
-"144 linear_5" [id=144, type=linear];
-"145 view_15" [id=145, type=view];
-"146 transpose_11" [id=146, type=transpose];
-"147 dropout_4" [id=147, type=dropout];
-"148 add_3" [id=148, type=add];
-"149 _param_constant22" [id=149, type=get_attr];
-"150 _param_constant23" [id=150, type=get_attr];
-"151 layer_norm_3" [id=151, type=layer_norm];
-"152 layer_norm_3_0_0_nncf_smooth_quant_0" [id=152, type=call_module];
-"153 quantize_per_tensor_default_11" [id=153, type=quantize_per_tensor];
-"154 dequantize_per_tensor_default_11" [id=154, type=dequantize_per_tensor];
-"155 _param_constant25_0_0" [id=155, type=get_attr];
-"156 scale_updated_constant7" [id=156, type=get_attr];
-"157 compressed_weight_updated_constant7" [id=157, type=get_attr];
-"158 mul_tensor_7" [id=158, type=mul];
-"159 zero_point_updated_constant7" [id=159, type=get_attr];
-"160 sub_tensor_7" [id=160, type=sub];
-"161 linear_6" [id=161, type=linear];
-"162 gelu_1" [id=162, type=gelu];
-"163 dropout_5" [id=163, type=dropout];
-"164 dropout_5_0_0_nncf_smooth_quant_0" [id=164, type=call_module];
-"165 quantize_per_tensor_default_12" [id=165, type=quantize_per_tensor];
-"166 dequantize_per_tensor_default_12" [id=166, type=dequantize_per_tensor];
-"167 _param_constant27_0_0" [id=167, type=get_attr];
-"168 scale_updated_constant8" [id=168, type=get_attr];
-"169 compressed_weight_updated_constant8" [id=169, type=get_attr];
-"170 mul_tensor_8" [id=170, type=mul];
-"171 zero_point_updated_constant8" [id=171, type=get_attr];
-"172 sub_tensor_8" [id=172, type=sub];
-"173 linear_7" [id=173, type=linear];
-"174 dropout_6" [id=174, type=dropout];
-"175 add_4" [id=175, type=add];
-"176 _param_constant28" [id=176, type=get_attr];
-"177 _param_constant29" [id=177, type=get_attr];
-"178 layer_norm_4" [id=178, type=layer_norm];
-"179 transpose_12" [id=179, type=transpose];
-"180 transpose_12_0_0_nncf_smooth_quant_0" [id=180, type=call_module];
-"181 quantize_per_tensor_default_13" [id=181, type=quantize_per_tensor];
-"182 dequantize_per_tensor_default_13" [id=182, type=dequantize_per_tensor];
-"183 _param_constant31_0_0" [id=183, type=get_attr];
-"184 scale_updated_constant9" [id=184, type=get_attr];
-"185 compressed_weight_updated_constant9" [id=185, type=get_attr];
-"186 mul_tensor_9" [id=186, type=mul];
-"187 zero_point_updated_constant9" [id=187, type=get_attr];
-"188 sub_tensor_9" [id=188, type=sub];
-"189 linear_8" [id=189, type=linear];
-"190 unflatten_2" [id=190, type=unflatten];
-"191 unsqueeze_2" [id=191, type=unsqueeze];
-"192 transpose_13" [id=192, type=transpose];
-"193 squeeze_2" [id=193, type=squeeze];
-"194 contiguous_2" [id=194, type=contiguous];
-"195 quantize_per_tensor_default_14" [id=195, type=quantize_per_tensor];
-"196 dequantize_per_tensor_default_14" [id=196, type=dequantize_per_tensor];
-"197 select_6" [id=197, type=select];
-"198 quantize_per_tensor_default_15" [id=198, type=quantize_per_tensor];
-"199 dequantize_per_tensor_default_15" [id=199, type=dequantize_per_tensor];
-"200 select_7" [id=200, type=select];
-"201 select_8" [id=201, type=select];
-"202 view_16" [id=202, type=view];
-"203 transpose_14" [id=203, type=transpose];
-"204 view_17" [id=204, type=view];
-"205 transpose_15" [id=205, type=transpose];
-"206 view_18" [id=206, type=view];
-"207 transpose_16" [id=207, type=transpose];
-"208 view_19" [id=208, type=view];
-"209 view_20" [id=209, type=view];
-"210 view_21" [id=210, type=view];
-"211 scaled_dot_product_attention_2" [id=211, type=scaled_dot_product_attention];
-"212 permute_3" [id=212, type=permute];
-"213 view_22" [id=213, type=view];
-"214 view_22_0_0_nncf_smooth_quant_0" [id=214, type=call_module];
-"215 quantize_per_tensor_default_16" [id=215, type=quantize_per_tensor];
-"216 dequantize_per_tensor_default_16" [id=216, type=dequantize_per_tensor];
-"217 _param_constant33_0_0" [id=217, type=get_attr];
-"218 scale_updated_constant10" [id=218, type=get_attr];
-"219 compressed_weight_updated_constant10" [id=219, type=get_attr];
-"220 mul_tensor_10" [id=220, type=mul];
-"221 zero_point_updated_constant10" [id=221, type=get_attr];
-"222 sub_tensor_10" [id=222, type=sub];
-"223 linear_9" [id=223, type=linear];
-"224 view_23" [id=224, type=view];
-"225 transpose_17" [id=225, type=transpose];
-"226 dropout_7" [id=226, type=dropout];
-"227 add_5" [id=227, type=add];
-"228 _param_constant34" [id=228, type=get_attr];
-"229 _param_constant35" [id=229, type=get_attr];
-"230 layer_norm_5" [id=230, type=layer_norm];
-"231 layer_norm_5_0_0_nncf_smooth_quant_0" [id=231, type=call_module];
-"232 quantize_per_tensor_default_17" [id=232, type=quantize_per_tensor];
-"233 dequantize_per_tensor_default_17" [id=233, type=dequantize_per_tensor];
-"234 _param_constant37_0_0" [id=234, type=get_attr];
-"235 scale_updated_constant11" [id=235, type=get_attr];
-"236 compressed_weight_updated_constant11" [id=236, type=get_attr];
-"237 mul_tensor_11" [id=237, type=mul];
-"238 zero_point_updated_constant11" [id=238, type=get_attr];
-"239 sub_tensor_11" [id=239, type=sub];
-"240 linear_10" [id=240, type=linear];
-"241 gelu_2" [id=241, type=gelu];
-"242 dropout_8" [id=242, type=dropout];
-"243 dropout_8_0_0_nncf_smooth_quant_0" [id=243, type=call_module];
-"244 quantize_per_tensor_default_18" [id=244, type=quantize_per_tensor];
-"245 dequantize_per_tensor_default_18" [id=245, type=dequantize_per_tensor];
-"246 _param_constant39_0_0" [id=246, type=get_attr];
-"247 scale_updated_constant12" [id=247, type=get_attr];
-"248 compressed_weight_updated_constant12" [id=248, type=get_attr];
-"249 mul_tensor_12" [id=249, type=mul];
-"250 zero_point_updated_constant12" [id=250, type=get_attr];
-"251 sub_tensor_12" [id=251, type=sub];
-"252 linear_11" [id=252, type=linear];
-"253 dropout_9" [id=253, type=dropout];
-"254 add_6" [id=254, type=add];
-"255 _param_constant40" [id=255, type=get_attr];
-"256 _param_constant41" [id=256, type=get_attr];
-"257 layer_norm_6" [id=257, type=layer_norm];
-"258 transpose_18" [id=258, type=transpose];
-"259 transpose_18_0_0_nncf_smooth_quant_0" [id=259, type=call_module];
-"260 quantize_per_tensor_default_19" [id=260, type=quantize_per_tensor];
-"261 dequantize_per_tensor_default_19" [id=261, type=dequantize_per_tensor];
-"262 _param_constant43_0_0" [id=262, type=get_attr];
-"263 scale_updated_constant13" [id=263, type=get_attr];
-"264 compressed_weight_updated_constant13" [id=264, type=get_attr];
-"265 mul_tensor_13" [id=265, type=mul];
-"266 zero_point_updated_constant13" [id=266, type=get_attr];
-"267 sub_tensor_13" [id=267, type=sub];
-"268 linear_12" [id=268, type=linear];
-"269 unflatten_3" [id=269, type=unflatten];
-"270 unsqueeze_3" [id=270, type=unsqueeze];
-"271 transpose_19" [id=271, type=transpose];
-"272 squeeze_3" [id=272, type=squeeze];
-"273 contiguous_3" [id=273, type=contiguous];
-"274 quantize_per_tensor_default_20" [id=274, type=quantize_per_tensor];
-"275 dequantize_per_tensor_default_20" [id=275, type=dequantize_per_tensor];
-"276 select_9" [id=276, type=select];
-"277 quantize_per_tensor_default_21" [id=277, type=quantize_per_tensor];
-"278 dequantize_per_tensor_default_21" [id=278, type=dequantize_per_tensor];
-"279 select_10" [id=279, type=select];
-"280 select_11" [id=280, type=select];
-"281 view_24" [id=281, type=view];
-"282 transpose_20" [id=282, type=transpose];
-"283 view_25" [id=283, type=view];
-"284 transpose_21" [id=284, type=transpose];
-"285 view_26" [id=285, type=view];
-"286 transpose_22" [id=286, type=transpose];
-"287 view_27" [id=287, type=view];
-"288 view_28" [id=288, type=view];
-"289 view_29" [id=289, type=view];
-"290 scaled_dot_product_attention_3" [id=290, type=scaled_dot_product_attention];
-"291 permute_4" [id=291, type=permute];
-"292 view_30" [id=292, type=view];
-"293 view_30_0_0_nncf_smooth_quant_0" [id=293, type=call_module];
-"294 quantize_per_tensor_default_22" [id=294, type=quantize_per_tensor];
-"295 dequantize_per_tensor_default_22" [id=295, type=dequantize_per_tensor];
-"296 _param_constant45_0_0" [id=296, type=get_attr];
-"297 scale_updated_constant14" [id=297, type=get_attr];
-"298 compressed_weight_updated_constant14" [id=298, type=get_attr];
-"299 mul_tensor_14" [id=299, type=mul];
-"300 zero_point_updated_constant14" [id=300, type=get_attr];
-"301 sub_tensor_14" [id=301, type=sub];
-"302 linear_13" [id=302, type=linear];
-"303 view_31" [id=303, type=view];
-"304 transpose_23" [id=304, type=transpose];
-"305 dropout_10" [id=305, type=dropout];
-"306 add_7" [id=306, type=add];
-"307 _param_constant46" [id=307, type=get_attr];
-"308 _param_constant47" [id=308, type=get_attr];
-"309 layer_norm_7" [id=309, type=layer_norm];
-"310 layer_norm_7_0_0_nncf_smooth_quant_0" [id=310, type=call_module];
-"311 quantize_per_tensor_default_23" [id=311, type=quantize_per_tensor];
-"312 dequantize_per_tensor_default_23" [id=312, type=dequantize_per_tensor];
-"313 _param_constant49_0_0" [id=313, type=get_attr];
-"314 scale_updated_constant15" [id=314, type=get_attr];
-"315 compressed_weight_updated_constant15" [id=315, type=get_attr];
-"316 mul_tensor_15" [id=316, type=mul];
-"317 zero_point_updated_constant15" [id=317, type=get_attr];
-"318 sub_tensor_15" [id=318, type=sub];
-"319 linear_14" [id=319, type=linear];
-"320 gelu_3" [id=320, type=gelu];
-"321 dropout_11" [id=321, type=dropout];
-"322 dropout_11_0_0_nncf_smooth_quant_0" [id=322, type=call_module];
-"323 quantize_per_tensor_default_24" [id=323, type=quantize_per_tensor];
-"324 dequantize_per_tensor_default_24" [id=324, type=dequantize_per_tensor];
-"325 _param_constant51_0_0" [id=325, type=get_attr];
-"326 scale_updated_constant16" [id=326, type=get_attr];
-"327 compressed_weight_updated_constant16" [id=327, type=get_attr];
-"328 mul_tensor_16" [id=328, type=mul];
-"329 zero_point_updated_constant16" [id=329, type=get_attr];
-"330 sub_tensor_16" [id=330, type=sub];
-"331 linear_15" [id=331, type=linear];
-"332 dropout_12" [id=332, type=dropout];
-"333 add_8" [id=333, type=add];
-"334 _param_constant52" [id=334, type=get_attr];
-"335 _param_constant53" [id=335, type=get_attr];
-"336 layer_norm_8" [id=336, type=layer_norm];
-"337 transpose_24" [id=337, type=transpose];
-"338 transpose_24_0_0_nncf_smooth_quant_0" [id=338, type=call_module];
-"339 quantize_per_tensor_default_25" [id=339, type=quantize_per_tensor];
-"340 dequantize_per_tensor_default_25" [id=340, type=dequantize_per_tensor];
-"341 _param_constant55_0_0" [id=341, type=get_attr];
-"342 scale_updated_constant17" [id=342, type=get_attr];
-"343 compressed_weight_updated_constant17" [id=343, type=get_attr];
-"344 mul_tensor_17" [id=344, type=mul];
-"345 zero_point_updated_constant17" [id=345, type=get_attr];
-"346 sub_tensor_17" [id=346, type=sub];
-"347 linear_16" [id=347, type=linear];
-"348 unflatten_4" [id=348, type=unflatten];
-"349 unsqueeze_4" [id=349, type=unsqueeze];
-"350 transpose_25" [id=350, type=transpose];
-"351 squeeze_4" [id=351, type=squeeze];
-"352 contiguous_4" [id=352, type=contiguous];
-"353 quantize_per_tensor_default_26" [id=353, type=quantize_per_tensor];
-"354 dequantize_per_tensor_default_26" [id=354, type=dequantize_per_tensor];
-"355 select_12" [id=355, type=select];
-"356 quantize_per_tensor_default_27" [id=356, type=quantize_per_tensor];
-"357 dequantize_per_tensor_default_27" [id=357, type=dequantize_per_tensor];
-"358 select_13" [id=358, type=select];
-"359 select_14" [id=359, type=select];
-"360 view_32" [id=360, type=view];
-"361 transpose_26" [id=361, type=transpose];
-"362 view_33" [id=362, type=view];
-"363 transpose_27" [id=363, type=transpose];
-"364 view_34" [id=364, type=view];
-"365 transpose_28" [id=365, type=transpose];
-"366 view_35" [id=366, type=view];
-"367 view_36" [id=367, type=view];
-"368 view_37" [id=368, type=view];
-"369 scaled_dot_product_attention_4" [id=369, type=scaled_dot_product_attention];
-"370 permute_5" [id=370, type=permute];
-"371 view_38" [id=371, type=view];
-"372 view_38_0_0_nncf_smooth_quant_0" [id=372, type=call_module];
-"373 quantize_per_tensor_default_28" [id=373, type=quantize_per_tensor];
-"374 dequantize_per_tensor_default_28" [id=374, type=dequantize_per_tensor];
-"375 _param_constant57_0_0" [id=375, type=get_attr];
-"376 scale_updated_constant18" [id=376, type=get_attr];
-"377 compressed_weight_updated_constant18" [id=377, type=get_attr];
-"378 mul_tensor_18" [id=378, type=mul];
-"379 zero_point_updated_constant18" [id=379, type=get_attr];
-"380 sub_tensor_18" [id=380, type=sub];
-"381 linear_17" [id=381, type=linear];
-"382 view_39" [id=382, type=view];
-"383 transpose_29" [id=383, type=transpose];
-"384 dropout_13" [id=384, type=dropout];
-"385 add_9" [id=385, type=add];
-"386 _param_constant58" [id=386, type=get_attr];
-"387 _param_constant59" [id=387, type=get_attr];
-"388 layer_norm_9" [id=388, type=layer_norm];
-"389 layer_norm_9_0_0_nncf_smooth_quant_0" [id=389, type=call_module];
-"390 quantize_per_tensor_default_29" [id=390, type=quantize_per_tensor];
-"391 dequantize_per_tensor_default_29" [id=391, type=dequantize_per_tensor];
-"392 _param_constant61_0_0" [id=392, type=get_attr];
-"393 scale_updated_constant19" [id=393, type=get_attr];
-"394 compressed_weight_updated_constant19" [id=394, type=get_attr];
-"395 mul_tensor_19" [id=395, type=mul];
-"396 zero_point_updated_constant19" [id=396, type=get_attr];
-"397 sub_tensor_19" [id=397, type=sub];
-"398 linear_18" [id=398, type=linear];
-"399 gelu_4" [id=399, type=gelu];
-"400 dropout_14" [id=400, type=dropout];
-"401 dropout_14_0_0_nncf_smooth_quant_0" [id=401, type=call_module];
-"402 quantize_per_tensor_default_30" [id=402, type=quantize_per_tensor];
-"403 dequantize_per_tensor_default_30" [id=403, type=dequantize_per_tensor];
-"404 _param_constant63_0_0" [id=404, type=get_attr];
-"405 scale_updated_constant20" [id=405, type=get_attr];
-"406 compressed_weight_updated_constant20" [id=406, type=get_attr];
-"407 mul_tensor_20" [id=407, type=mul];
-"408 zero_point_updated_constant20" [id=408, type=get_attr];
-"409 sub_tensor_20" [id=409, type=sub];
-"410 linear_19" [id=410, type=linear];
-"411 dropout_15" [id=411, type=dropout];
-"412 add_10" [id=412, type=add];
-"413 _param_constant64" [id=413, type=get_attr];
-"414 _param_constant65" [id=414, type=get_attr];
-"415 layer_norm_10" [id=415, type=layer_norm];
-"416 transpose_30" [id=416, type=transpose];
-"417 transpose_30_0_0_nncf_smooth_quant_0" [id=417, type=call_module];
-"418 quantize_per_tensor_default_31" [id=418, type=quantize_per_tensor];
-"419 dequantize_per_tensor_default_31" [id=419, type=dequantize_per_tensor];
-"420 _param_constant67_0_0" [id=420, type=get_attr];
-"421 scale_updated_constant21" [id=421, type=get_attr];
-"422 compressed_weight_updated_constant21" [id=422, type=get_attr];
-"423 mul_tensor_21" [id=423, type=mul];
-"424 zero_point_updated_constant21" [id=424, type=get_attr];
-"425 sub_tensor_21" [id=425, type=sub];
-"426 linear_20" [id=426, type=linear];
-"427 unflatten_5" [id=427, type=unflatten];
-"428 unsqueeze_5" [id=428, type=unsqueeze];
-"429 transpose_31" [id=429, type=transpose];
-"430 squeeze_5" [id=430, type=squeeze];
-"431 contiguous_5" [id=431, type=contiguous];
-"432 quantize_per_tensor_default_32" [id=432, type=quantize_per_tensor];
-"433 dequantize_per_tensor_default_32" [id=433, type=dequantize_per_tensor];
-"434 select_15" [id=434, type=select];
-"435 quantize_per_tensor_default_33" [id=435, type=quantize_per_tensor];
-"436 dequantize_per_tensor_default_33" [id=436, type=dequantize_per_tensor];
-"437 select_16" [id=437, type=select];
-"438 select_17" [id=438, type=select];
-"439 view_40" [id=439, type=view];
-"440 transpose_32" [id=440, type=transpose];
-"441 view_41" [id=441, type=view];
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-"444 transpose_34" [id=444, type=transpose];
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-"446 view_44" [id=446, type=view];
-"447 view_45" [id=447, type=view];
-"448 scaled_dot_product_attention_5" [id=448, type=scaled_dot_product_attention];
-"449 permute_6" [id=449, type=permute];
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-"452 quantize_per_tensor_default_34" [id=452, type=quantize_per_tensor];
-"453 dequantize_per_tensor_default_34" [id=453, type=dequantize_per_tensor];
-"454 _param_constant69_0_0" [id=454, type=get_attr];
-"455 scale_updated_constant22" [id=455, type=get_attr];
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-"457 mul_tensor_22" [id=457, type=mul];
-"458 zero_point_updated_constant22" [id=458, type=get_attr];
-"459 sub_tensor_22" [id=459, type=sub];
-"460 linear_21" [id=460, type=linear];
-"461 view_47" [id=461, type=view];
-"462 transpose_35" [id=462, type=transpose];
-"463 dropout_16" [id=463, type=dropout];
-"464 add_11" [id=464, type=add];
-"465 _param_constant70" [id=465, type=get_attr];
-"466 _param_constant71" [id=466, type=get_attr];
-"467 layer_norm_11" [id=467, type=layer_norm];
-"468 layer_norm_11_0_0_nncf_smooth_quant_0" [id=468, type=call_module];
-"469 quantize_per_tensor_default_35" [id=469, type=quantize_per_tensor];
-"470 dequantize_per_tensor_default_35" [id=470, type=dequantize_per_tensor];
-"471 _param_constant73_0_0" [id=471, type=get_attr];
-"472 scale_updated_constant23" [id=472, type=get_attr];
-"473 compressed_weight_updated_constant23" [id=473, type=get_attr];
-"474 mul_tensor_23" [id=474, type=mul];
-"475 zero_point_updated_constant23" [id=475, type=get_attr];
-"476 sub_tensor_23" [id=476, type=sub];
-"477 linear_22" [id=477, type=linear];
-"478 gelu_5" [id=478, type=gelu];
-"479 dropout_17" [id=479, type=dropout];
-"480 dropout_17_0_0_nncf_smooth_quant_0" [id=480, type=call_module];
-"481 quantize_per_tensor_default_36" [id=481, type=quantize_per_tensor];
-"482 dequantize_per_tensor_default_36" [id=482, type=dequantize_per_tensor];
-"483 _param_constant75_0_0" [id=483, type=get_attr];
-"484 scale_updated_constant24" [id=484, type=get_attr];
-"485 compressed_weight_updated_constant24" [id=485, type=get_attr];
-"486 mul_tensor_24" [id=486, type=mul];
-"487 zero_point_updated_constant24" [id=487, type=get_attr];
-"488 sub_tensor_24" [id=488, type=sub];
-"489 linear_23" [id=489, type=linear];
-"490 dropout_18" [id=490, type=dropout];
-"491 add_12" [id=491, type=add];
-"492 _param_constant76" [id=492, type=get_attr];
-"493 _param_constant77" [id=493, type=get_attr];
-"494 layer_norm_12" [id=494, type=layer_norm];
-"495 transpose_36" [id=495, type=transpose];
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-"497 quantize_per_tensor_default_37" [id=497, type=quantize_per_tensor];
-"498 dequantize_per_tensor_default_37" [id=498, type=dequantize_per_tensor];
-"499 _param_constant79_0_0" [id=499, type=get_attr];
-"500 scale_updated_constant25" [id=500, type=get_attr];
-"501 compressed_weight_updated_constant25" [id=501, type=get_attr];
-"502 mul_tensor_25" [id=502, type=mul];
-"503 zero_point_updated_constant25" [id=503, type=get_attr];
-"504 sub_tensor_25" [id=504, type=sub];
-"505 linear_24" [id=505, type=linear];
-"506 unflatten_6" [id=506, type=unflatten];
-"507 unsqueeze_6" [id=507, type=unsqueeze];
-"508 transpose_37" [id=508, type=transpose];
-"509 squeeze_6" [id=509, type=squeeze];
-"510 contiguous_6" [id=510, type=contiguous];
-"511 quantize_per_tensor_default_38" [id=511, type=quantize_per_tensor];
-"512 dequantize_per_tensor_default_38" [id=512, type=dequantize_per_tensor];
-"513 select_18" [id=513, type=select];
-"514 quantize_per_tensor_default_39" [id=514, type=quantize_per_tensor];
-"515 dequantize_per_tensor_default_39" [id=515, type=dequantize_per_tensor];
-"516 select_19" [id=516, type=select];
-"517 select_20" [id=517, type=select];
-"518 view_48" [id=518, type=view];
-"519 transpose_38" [id=519, type=transpose];
-"520 view_49" [id=520, type=view];
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-"524 view_51" [id=524, type=view];
-"525 view_52" [id=525, type=view];
-"526 view_53" [id=526, type=view];
-"527 scaled_dot_product_attention_6" [id=527, type=scaled_dot_product_attention];
-"528 permute_7" [id=528, type=permute];
-"529 view_54" [id=529, type=view];
-"530 view_54_0_0_nncf_smooth_quant_0" [id=530, type=call_module];
-"531 quantize_per_tensor_default_40" [id=531, type=quantize_per_tensor];
-"532 dequantize_per_tensor_default_40" [id=532, type=dequantize_per_tensor];
-"533 _param_constant81_0_0" [id=533, type=get_attr];
-"534 scale_updated_constant26" [id=534, type=get_attr];
-"535 compressed_weight_updated_constant26" [id=535, type=get_attr];
-"536 mul_tensor_26" [id=536, type=mul];
-"537 zero_point_updated_constant26" [id=537, type=get_attr];
-"538 sub_tensor_26" [id=538, type=sub];
-"539 linear_25" [id=539, type=linear];
-"540 view_55" [id=540, type=view];
-"541 transpose_41" [id=541, type=transpose];
-"542 dropout_19" [id=542, type=dropout];
-"543 add_13" [id=543, type=add];
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-"545 _param_constant83" [id=545, type=get_attr];
-"546 layer_norm_13" [id=546, type=layer_norm];
-"547 layer_norm_13_0_0_nncf_smooth_quant_0" [id=547, type=call_module];
-"548 quantize_per_tensor_default_41" [id=548, type=quantize_per_tensor];
-"549 dequantize_per_tensor_default_41" [id=549, type=dequantize_per_tensor];
-"550 _param_constant85_0_0" [id=550, type=get_attr];
-"551 scale_updated_constant27" [id=551, type=get_attr];
-"552 compressed_weight_updated_constant27" [id=552, type=get_attr];
-"553 mul_tensor_27" [id=553, type=mul];
-"554 zero_point_updated_constant27" [id=554, type=get_attr];
-"555 sub_tensor_27" [id=555, type=sub];
-"556 linear_26" [id=556, type=linear];
-"557 gelu_6" [id=557, type=gelu];
-"558 dropout_20" [id=558, type=dropout];
-"559 dropout_20_0_0_nncf_smooth_quant_0" [id=559, type=call_module];
-"560 quantize_per_tensor_default_42" [id=560, type=quantize_per_tensor];
-"561 dequantize_per_tensor_default_42" [id=561, type=dequantize_per_tensor];
-"562 _param_constant87_0_0" [id=562, type=get_attr];
-"563 scale_updated_constant28" [id=563, type=get_attr];
-"564 compressed_weight_updated_constant28" [id=564, type=get_attr];
-"565 mul_tensor_28" [id=565, type=mul];
-"566 zero_point_updated_constant28" [id=566, type=get_attr];
-"567 sub_tensor_28" [id=567, type=sub];
-"568 linear_27" [id=568, type=linear];
-"569 dropout_21" [id=569, type=dropout];
-"570 add_14" [id=570, type=add];
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-"572 _param_constant89" [id=572, type=get_attr];
-"573 layer_norm_14" [id=573, type=layer_norm];
-"574 transpose_42" [id=574, type=transpose];
-"575 transpose_42_0_0_nncf_smooth_quant_0" [id=575, type=call_module];
-"576 quantize_per_tensor_default_43" [id=576, type=quantize_per_tensor];
-"577 dequantize_per_tensor_default_43" [id=577, type=dequantize_per_tensor];
-"578 _param_constant91_0_0" [id=578, type=get_attr];
-"579 scale_updated_constant29" [id=579, type=get_attr];
-"580 compressed_weight_updated_constant29" [id=580, type=get_attr];
-"581 mul_tensor_29" [id=581, type=mul];
-"582 zero_point_updated_constant29" [id=582, type=get_attr];
-"583 sub_tensor_29" [id=583, type=sub];
-"584 linear_28" [id=584, type=linear];
-"585 unflatten_7" [id=585, type=unflatten];
-"586 unsqueeze_7" [id=586, type=unsqueeze];
-"587 transpose_43" [id=587, type=transpose];
-"588 squeeze_7" [id=588, type=squeeze];
-"589 contiguous_7" [id=589, type=contiguous];
-"590 quantize_per_tensor_default_44" [id=590, type=quantize_per_tensor];
-"591 dequantize_per_tensor_default_44" [id=591, type=dequantize_per_tensor];
-"592 select_21" [id=592, type=select];
-"593 quantize_per_tensor_default_45" [id=593, type=quantize_per_tensor];
-"594 dequantize_per_tensor_default_45" [id=594, type=dequantize_per_tensor];
-"595 select_22" [id=595, type=select];
-"596 select_23" [id=596, type=select];
-"597 view_56" [id=597, type=view];
-"598 transpose_44" [id=598, type=transpose];
-"599 view_57" [id=599, type=view];
-"600 transpose_45" [id=600, type=transpose];
-"601 view_58" [id=601, type=view];
-"602 transpose_46" [id=602, type=transpose];
-"603 view_59" [id=603, type=view];
-"604 view_60" [id=604, type=view];
-"605 view_61" [id=605, type=view];
-"606 scaled_dot_product_attention_7" [id=606, type=scaled_dot_product_attention];
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+"724 sub_tensor_36" [id=724, type=sub];
+"725 linear_35" [id=725, type=linear];
+"726 dropout_27" [id=726, type=dropout];
+"727 add_18" [id=727, type=add];
+"728 _param_constant112" [id=728, type=get_attr];
+"729 _param_constant113" [id=729, type=get_attr];
+"730 layer_norm_18" [id=730, type=layer_norm];
+"731 transpose_54" [id=731, type=transpose];
+"732 transpose_54_0_0_nncf_smooth_quant_0" [id=732, type=call_module];
+"733 quantize_per_tensor_default_55" [id=733, type=quantize_per_tensor];
+"734 dequantize_per_tensor_default_55" [id=734, type=dequantize_per_tensor];
+"735 _param_constant115_0_0" [id=735, type=get_attr];
+"736 scale_updated_constant37" [id=736, type=get_attr];
+"737 compressed_weight_updated_constant37" [id=737, type=get_attr];
+"738 mul_tensor_37" [id=738, type=mul];
+"739 zero_point_updated_constant37" [id=739, type=get_attr];
+"740 sub_tensor_37" [id=740, type=sub];
+"741 linear_36" [id=741, type=linear];
+"742 unflatten_9" [id=742, type=unflatten];
+"743 unsqueeze_9" [id=743, type=unsqueeze];
+"744 transpose_55" [id=744, type=transpose];
+"745 squeeze_9" [id=745, type=squeeze];
+"746 contiguous_9" [id=746, type=contiguous];
+"747 quantize_per_tensor_default_56" [id=747, type=quantize_per_tensor];
+"748 dequantize_per_tensor_default_56" [id=748, type=dequantize_per_tensor];
+"749 select_27" [id=749, type=select];
+"750 quantize_per_tensor_default_57" [id=750, type=quantize_per_tensor];
+"751 dequantize_per_tensor_default_57" [id=751, type=dequantize_per_tensor];
+"752 select_28" [id=752, type=select];
+"753 select_29" [id=753, type=select];
+"754 view_72" [id=754, type=view];
+"755 transpose_56" [id=755, type=transpose];
+"756 view_73" [id=756, type=view];
+"757 transpose_57" [id=757, type=transpose];
+"758 view_74" [id=758, type=view];
+"759 transpose_58" [id=759, type=transpose];
+"760 view_75" [id=760, type=view];
+"761 view_76" [id=761, type=view];
+"762 view_77" [id=762, type=view];
+"763 scaled_dot_product_attention_9" [id=763, type=scaled_dot_product_attention];
+"764 permute_10" [id=764, type=permute];
+"765 view_78" [id=765, type=view];
+"766 view_78_0_0_nncf_smooth_quant_0" [id=766, type=call_module];
+"767 quantize_per_tensor_default_58" [id=767, type=quantize_per_tensor];
+"768 dequantize_per_tensor_default_58" [id=768, type=dequantize_per_tensor];
+"769 _param_constant117_0_0" [id=769, type=get_attr];
+"770 scale_updated_constant38" [id=770, type=get_attr];
+"771 compressed_weight_updated_constant38" [id=771, type=get_attr];
+"772 mul_tensor_38" [id=772, type=mul];
+"773 zero_point_updated_constant38" [id=773, type=get_attr];
+"774 sub_tensor_38" [id=774, type=sub];
+"775 linear_37" [id=775, type=linear];
+"776 view_79" [id=776, type=view];
+"777 transpose_59" [id=777, type=transpose];
+"778 dropout_28" [id=778, type=dropout];
+"779 add_19" [id=779, type=add];
+"780 _param_constant118" [id=780, type=get_attr];
+"781 _param_constant119" [id=781, type=get_attr];
+"782 layer_norm_19" [id=782, type=layer_norm];
+"783 layer_norm_19_0_0_nncf_smooth_quant_0" [id=783, type=call_module];
+"784 quantize_per_tensor_default_59" [id=784, type=quantize_per_tensor];
+"785 dequantize_per_tensor_default_59" [id=785, type=dequantize_per_tensor];
+"786 _param_constant121_0_0" [id=786, type=get_attr];
+"787 scale_updated_constant39" [id=787, type=get_attr];
+"788 compressed_weight_updated_constant39" [id=788, type=get_attr];
+"789 mul_tensor_39" [id=789, type=mul];
+"790 zero_point_updated_constant39" [id=790, type=get_attr];
+"791 sub_tensor_39" [id=791, type=sub];
+"792 linear_38" [id=792, type=linear];
+"793 gelu_9" [id=793, type=gelu];
+"794 dropout_29" [id=794, type=dropout];
+"795 dropout_29_0_0_nncf_smooth_quant_0" [id=795, type=call_module];
+"796 quantize_per_tensor_default_60" [id=796, type=quantize_per_tensor];
+"797 dequantize_per_tensor_default_60" [id=797, type=dequantize_per_tensor];
+"798 _param_constant123_0_0" [id=798, type=get_attr];
+"799 scale_updated_constant40" [id=799, type=get_attr];
+"800 compressed_weight_updated_constant40" [id=800, type=get_attr];
+"801 mul_tensor_40" [id=801, type=mul];
+"802 zero_point_updated_constant40" [id=802, type=get_attr];
+"803 sub_tensor_40" [id=803, type=sub];
+"804 linear_39" [id=804, type=linear];
+"805 dropout_30" [id=805, type=dropout];
+"806 add_20" [id=806, type=add];
+"807 _param_constant124" [id=807, type=get_attr];
+"808 _param_constant125" [id=808, type=get_attr];
+"809 layer_norm_20" [id=809, type=layer_norm];
+"810 transpose_60" [id=810, type=transpose];
+"811 transpose_60_0_0_nncf_smooth_quant_0" [id=811, type=call_module];
+"812 quantize_per_tensor_default_61" [id=812, type=quantize_per_tensor];
+"813 dequantize_per_tensor_default_61" [id=813, type=dequantize_per_tensor];
+"814 _param_constant127_0_0" [id=814, type=get_attr];
+"815 scale_updated_constant41" [id=815, type=get_attr];
+"816 compressed_weight_updated_constant41" [id=816, type=get_attr];
+"817 mul_tensor_41" [id=817, type=mul];
+"818 zero_point_updated_constant41" [id=818, type=get_attr];
+"819 sub_tensor_41" [id=819, type=sub];
+"820 linear_40" [id=820, type=linear];
+"821 unflatten_10" [id=821, type=unflatten];
+"822 unsqueeze_10" [id=822, type=unsqueeze];
+"823 transpose_61" [id=823, type=transpose];
+"824 squeeze_10" [id=824, type=squeeze];
+"825 contiguous_10" [id=825, type=contiguous];
+"826 quantize_per_tensor_default_62" [id=826, type=quantize_per_tensor];
+"827 dequantize_per_tensor_default_62" [id=827, type=dequantize_per_tensor];
+"828 select_30" [id=828, type=select];
+"829 quantize_per_tensor_default_63" [id=829, type=quantize_per_tensor];
+"830 dequantize_per_tensor_default_63" [id=830, type=dequantize_per_tensor];
+"831 select_31" [id=831, type=select];
+"832 select_32" [id=832, type=select];
+"833 view_80" [id=833, type=view];
+"834 transpose_62" [id=834, type=transpose];
+"835 view_81" [id=835, type=view];
+"836 transpose_63" [id=836, type=transpose];
+"837 view_82" [id=837, type=view];
+"838 transpose_64" [id=838, type=transpose];
+"839 view_83" [id=839, type=view];
+"840 view_84" [id=840, type=view];
+"841 view_85" [id=841, type=view];
+"842 scaled_dot_product_attention_10" [id=842, type=scaled_dot_product_attention];
+"843 permute_11" [id=843, type=permute];
+"844 view_86" [id=844, type=view];
+"845 view_86_0_0_nncf_smooth_quant_0" [id=845, type=call_module];
+"846 quantize_per_tensor_default_64" [id=846, type=quantize_per_tensor];
+"847 dequantize_per_tensor_default_64" [id=847, type=dequantize_per_tensor];
+"848 _param_constant129_0_0" [id=848, type=get_attr];
+"849 scale_updated_constant42" [id=849, type=get_attr];
+"850 compressed_weight_updated_constant42" [id=850, type=get_attr];
+"851 mul_tensor_42" [id=851, type=mul];
+"852 zero_point_updated_constant42" [id=852, type=get_attr];
+"853 sub_tensor_42" [id=853, type=sub];
+"854 linear_41" [id=854, type=linear];
+"855 view_87" [id=855, type=view];
+"856 transpose_65" [id=856, type=transpose];
+"857 dropout_31" [id=857, type=dropout];
+"858 add_21" [id=858, type=add];
+"859 _param_constant130" [id=859, type=get_attr];
+"860 _param_constant131" [id=860, type=get_attr];
+"861 layer_norm_21" [id=861, type=layer_norm];
+"862 layer_norm_21_0_0_nncf_smooth_quant_0" [id=862, type=call_module];
+"863 quantize_per_tensor_default_65" [id=863, type=quantize_per_tensor];
+"864 dequantize_per_tensor_default_65" [id=864, type=dequantize_per_tensor];
+"865 _param_constant133_0_0" [id=865, type=get_attr];
+"866 scale_updated_constant43" [id=866, type=get_attr];
+"867 compressed_weight_updated_constant43" [id=867, type=get_attr];
+"868 mul_tensor_43" [id=868, type=mul];
+"869 zero_point_updated_constant43" [id=869, type=get_attr];
+"870 sub_tensor_43" [id=870, type=sub];
+"871 linear_42" [id=871, type=linear];
+"872 gelu_10" [id=872, type=gelu];
+"873 dropout_32" [id=873, type=dropout];
+"874 dropout_32_0_0_nncf_smooth_quant_0" [id=874, type=call_module];
+"875 quantize_per_tensor_default_66" [id=875, type=quantize_per_tensor];
+"876 dequantize_per_tensor_default_66" [id=876, type=dequantize_per_tensor];
+"877 _param_constant135_0_0" [id=877, type=get_attr];
+"878 scale_updated_constant44" [id=878, type=get_attr];
+"879 compressed_weight_updated_constant44" [id=879, type=get_attr];
+"880 mul_tensor_44" [id=880, type=mul];
+"881 zero_point_updated_constant44" [id=881, type=get_attr];
+"882 sub_tensor_44" [id=882, type=sub];
+"883 linear_43" [id=883, type=linear];
+"884 dropout_33" [id=884, type=dropout];
+"885 add_22" [id=885, type=add];
+"886 _param_constant136" [id=886, type=get_attr];
+"887 _param_constant137" [id=887, type=get_attr];
+"888 layer_norm_22" [id=888, type=layer_norm];
+"889 transpose_66" [id=889, type=transpose];
+"890 transpose_66_0_0_nncf_smooth_quant_0" [id=890, type=call_module];
+"891 quantize_per_tensor_default_67" [id=891, type=quantize_per_tensor];
+"892 dequantize_per_tensor_default_67" [id=892, type=dequantize_per_tensor];
+"893 _param_constant139_0_0" [id=893, type=get_attr];
+"894 scale_updated_constant45" [id=894, type=get_attr];
+"895 compressed_weight_updated_constant45" [id=895, type=get_attr];
+"896 mul_tensor_45" [id=896, type=mul];
+"897 zero_point_updated_constant45" [id=897, type=get_attr];
+"898 sub_tensor_45" [id=898, type=sub];
+"899 linear_44" [id=899, type=linear];
+"900 unflatten_11" [id=900, type=unflatten];
+"901 unsqueeze_11" [id=901, type=unsqueeze];
+"902 transpose_67" [id=902, type=transpose];
+"903 squeeze_11" [id=903, type=squeeze];
+"904 contiguous_11" [id=904, type=contiguous];
+"905 quantize_per_tensor_default_68" [id=905, type=quantize_per_tensor];
+"906 dequantize_per_tensor_default_68" [id=906, type=dequantize_per_tensor];
+"907 select_33" [id=907, type=select];
+"908 quantize_per_tensor_default_69" [id=908, type=quantize_per_tensor];
+"909 dequantize_per_tensor_default_69" [id=909, type=dequantize_per_tensor];
+"910 select_34" [id=910, type=select];
+"911 select_35" [id=911, type=select];
+"912 view_88" [id=912, type=view];
+"913 transpose_68" [id=913, type=transpose];
+"914 view_89" [id=914, type=view];
+"915 transpose_69" [id=915, type=transpose];
+"916 view_90" [id=916, type=view];
+"917 transpose_70" [id=917, type=transpose];
+"918 view_91" [id=918, type=view];
+"919 view_92" [id=919, type=view];
+"920 view_93" [id=920, type=view];
+"921 scaled_dot_product_attention_11" [id=921, type=scaled_dot_product_attention];
+"922 permute_12" [id=922, type=permute];
+"923 view_94" [id=923, type=view];
+"924 view_94_0_0_nncf_smooth_quant_0" [id=924, type=call_module];
+"925 quantize_per_tensor_default_70" [id=925, type=quantize_per_tensor];
+"926 dequantize_per_tensor_default_70" [id=926, type=dequantize_per_tensor];
+"927 _param_constant141_0_0" [id=927, type=get_attr];
+"928 scale_updated_constant46" [id=928, type=get_attr];
+"929 compressed_weight_updated_constant46" [id=929, type=get_attr];
+"930 mul_tensor_46" [id=930, type=mul];
+"931 zero_point_updated_constant46" [id=931, type=get_attr];
+"932 sub_tensor_46" [id=932, type=sub];
+"933 linear_45" [id=933, type=linear];
+"934 view_95" [id=934, type=view];
+"935 transpose_71" [id=935, type=transpose];
+"936 dropout_34" [id=936, type=dropout];
+"937 add_23" [id=937, type=add];
+"938 _param_constant142" [id=938, type=get_attr];
+"939 _param_constant143" [id=939, type=get_attr];
+"940 layer_norm_23" [id=940, type=layer_norm];
+"941 layer_norm_23_0_0_nncf_smooth_quant_0" [id=941, type=call_module];
+"942 quantize_per_tensor_default_71" [id=942, type=quantize_per_tensor];
+"943 dequantize_per_tensor_default_71" [id=943, type=dequantize_per_tensor];
+"944 _param_constant145_0_0" [id=944, type=get_attr];
+"945 scale_updated_constant47" [id=945, type=get_attr];
+"946 compressed_weight_updated_constant47" [id=946, type=get_attr];
+"947 mul_tensor_47" [id=947, type=mul];
+"948 zero_point_updated_constant47" [id=948, type=get_attr];
+"949 sub_tensor_47" [id=949, type=sub];
+"950 linear_46" [id=950, type=linear];
+"951 gelu_11" [id=951, type=gelu];
+"952 dropout_35" [id=952, type=dropout];
+"953 dropout_35_0_0_nncf_smooth_quant_0" [id=953, type=call_module];
+"954 quantize_per_tensor_default_72" [id=954, type=quantize_per_tensor];
+"955 dequantize_per_tensor_default_72" [id=955, type=dequantize_per_tensor];
+"956 _param_constant147_0_0" [id=956, type=get_attr];
+"957 scale_updated_constant48" [id=957, type=get_attr];
+"958 compressed_weight_updated_constant48" [id=958, type=get_attr];
+"959 mul_tensor_48" [id=959, type=mul];
+"960 zero_point_updated_constant48" [id=960, type=get_attr];
+"961 sub_tensor_48" [id=961, type=sub];
+"962 linear_47" [id=962, type=linear];
+"963 dropout_36" [id=963, type=dropout];
+"964 add_24" [id=964, type=add];
+"965 _param_constant148" [id=965, type=get_attr];
+"966 _param_constant149" [id=966, type=get_attr];
+"967 layer_norm_24" [id=967, type=layer_norm];
+"968 slice_1" [id=968, type=slice];
+"969 select_36" [id=969, type=select];
+"970 select_36_0_0_nncf_smooth_quant_0" [id=970, type=call_module];
+"971 quantize_per_tensor_default_73" [id=971, type=quantize_per_tensor];
+"972 dequantize_per_tensor_default_73" [id=972, type=dequantize_per_tensor];
+"973 _param_constant151_0_0" [id=973, type=get_attr];
+"974 scale_updated_constant49" [id=974, type=get_attr];
+"975 compressed_weight_updated_constant49" [id=975, type=get_attr];
+"976 mul_tensor_49" [id=976, type=mul];
+"977 zero_point_updated_constant49" [id=977, type=get_attr];
+"978 sub_tensor_49" [id=978, type=sub];
+"979 linear_48" [id=979, type=linear];
+"980 output" [id=980, type=output];
 "0 arg0_1" -> "1 quantize_per_tensor_default"  [label="(1, 3, 224, 224)", style=solid];
 "1 quantize_per_tensor_default" -> "2 dequantize_per_tensor_default"  [label="(1, 3, 224, 224)", style=solid];
 "2 dequantize_per_tensor_default" -> "9 conv2d"  [label="(1, 3, 224, 224)", style=solid];
@@ -992,1022 +991,1021 @@ strict digraph  {
 "8 sub_tensor" -> "9 conv2d"  [label="(768, 3, 16, 16)", style=solid];
 "9 conv2d" -> "10 reshape"  [label="(1, 768, 14, 14)", style=solid];
 "10 reshape" -> "11 permute"  [label="(1, 768, 196)", style=solid];
-"11 permute" -> "14 cat"  [label="(1, 196, 768)", style=solid];
-"12 _param_constant2" -> "13 expand"  [label="(1, 1, 768)", style=solid];
-"13 expand" -> "14 cat"  [label="(1, 1, 768)", style=solid];
-"14 cat" -> "16 add"  [label="(1, 197, 768)", style=solid];
-"15 _param_constant3" -> "16 add"  [label="(1, 197, 768)", style=solid];
-"16 add" -> "17 dropout"  [label="(1, 197, 768)", style=solid];
-"17 dropout" -> "20 layer_norm"  [label="(1, 197, 768)", style=solid];
-"17 dropout" -> "69 add_1"  [label="(1, 197, 768)", style=solid];
-"18 _param_constant4" -> "20 layer_norm"  [label="(768,)", style=solid];
-"19 _param_constant5" -> "20 layer_norm"  [label="(768,)", style=solid];
-"20 layer_norm" -> "21 transpose"  [label="(1, 197, 768)", style=solid];
-"21 transpose" -> "22 transpose_0_0_nncf_smooth_quant_0"  [label="(197, 1, 768)", style=solid];
-"22 transpose_0_0_nncf_smooth_quant_0" -> "23 quantize_per_tensor_default_1"  [label="(197, 1, 768)", style=solid];
-"23 quantize_per_tensor_default_1" -> "24 dequantize_per_tensor_default_1"  [label="(197, 1, 768)", style=solid];
-"24 dequantize_per_tensor_default_1" -> "31 linear"  [label="(197, 1, 768)", style=solid];
-"25 _param_constant7_0_0" -> "31 linear"  [label="(2304,)", style=solid];
-"26 scale_updated_constant1" -> "28 mul_tensor_1"  [label="(2304, 1)", style=solid];
-"27 compressed_weight_updated_constant1" -> "28 mul_tensor_1"  [label="(2304, 768)", style=solid];
-"28 mul_tensor_1" -> "30 sub_tensor_1"  [label="(2304, 768)", style=solid];
-"29 zero_point_updated_constant1" -> "30 sub_tensor_1"  [label="(2304, 1)", style=solid];
-"30 sub_tensor_1" -> "31 linear"  [label="(2304, 768)", style=solid];
-"31 linear" -> "32 unflatten"  [label="(197, 1, 2304)", style=solid];
-"32 unflatten" -> "33 unsqueeze"  [label="(197, 1, 3, 768)", style=solid];
-"33 unsqueeze" -> "34 transpose_1"  [label="(1, 197, 1, 3, 768)", style=solid];
-"34 transpose_1" -> "35 squeeze"  [label="(3, 197, 1, 1, 768)", style=solid];
-"35 squeeze" -> "36 contiguous"  [label="(3, 197, 1, 768)", style=solid];
-"36 contiguous" -> "37 quantize_per_tensor_default_2"  [label="(3, 197, 1, 768)", style=solid];
-"36 contiguous" -> "40 quantize_per_tensor_default_3"  [label="(3, 197, 1, 768)", style=solid];
-"36 contiguous" -> "43 select_2"  [label="(3, 197, 1, 768)", style=solid];
-"37 quantize_per_tensor_default_2" -> "38 dequantize_per_tensor_default_2"  [label="(3, 197, 1, 768)", style=solid];
-"38 dequantize_per_tensor_default_2" -> "39 select"  [label="(3, 197, 1, 768)", style=solid];
-"39 select" -> "44 view"  [label="(197, 1, 768)", style=solid];
-"40 quantize_per_tensor_default_3" -> "41 dequantize_per_tensor_default_3"  [label="(3, 197, 1, 768)", style=solid];
-"41 dequantize_per_tensor_default_3" -> "42 select_1"  [label="(3, 197, 1, 768)", style=solid];
-"42 select_1" -> "46 view_1"  [label="(197, 1, 768)", style=solid];
-"43 select_2" -> "48 view_2"  [label="(197, 1, 768)", style=solid];
-"44 view" -> "45 transpose_2"  [label="(197, 12, 64)", style=solid];
-"45 transpose_2" -> "50 view_3"  [label="(12, 197, 64)", style=solid];
-"46 view_1" -> "47 transpose_3"  [label="(197, 12, 64)", style=solid];
-"47 transpose_3" -> "51 view_4"  [label="(12, 197, 64)", style=solid];
-"48 view_2" -> "49 transpose_4"  [label="(197, 12, 64)", style=solid];
-"49 transpose_4" -> "52 view_5"  [label="(12, 197, 64)", style=solid];
-"50 view_3" -> "53 scaled_dot_product_attention"  [label="(1, 12, 197, 64)", style=solid];
-"51 view_4" -> "53 scaled_dot_product_attention"  [label="(1, 12, 197, 64)", style=solid];
-"52 view_5" -> "53 scaled_dot_product_attention"  [label="(1, 12, 197, 64)", style=solid];
-"53 scaled_dot_product_attention" -> "54 permute_1"  [label="(1, 12, 197, 64)", style=solid];
-"54 permute_1" -> "55 view_6"  [label="(197, 1, 12, 64)", style=solid];
-"55 view_6" -> "56 view_6_0_0_nncf_smooth_quant_0"  [label="(197, 768)", style=solid];
-"56 view_6_0_0_nncf_smooth_quant_0" -> "57 quantize_per_tensor_default_4"  [label="(197, 768)", style=solid];
-"57 quantize_per_tensor_default_4" -> "58 dequantize_per_tensor_default_4"  [label="(197, 768)", style=solid];
-"58 dequantize_per_tensor_default_4" -> "65 linear_1"  [label="(197, 768)", style=solid];
-"59 _param_constant9_0_0" -> "65 linear_1"  [label="(768,)", style=solid];
-"60 scale_updated_constant2" -> "62 mul_tensor_2"  [label="(768, 1)", style=solid];
-"61 compressed_weight_updated_constant2" -> "62 mul_tensor_2"  [label="(768, 768)", style=solid];
-"62 mul_tensor_2" -> "64 sub_tensor_2"  [label="(768, 768)", style=solid];
-"63 zero_point_updated_constant2" -> "64 sub_tensor_2"  [label="(768, 1)", style=solid];
-"64 sub_tensor_2" -> "65 linear_1"  [label="(768, 768)", style=solid];
-"65 linear_1" -> "66 view_7"  [label="(197, 768)", style=solid];
-"66 view_7" -> "67 transpose_5"  [label="(197, 1, 768)", style=solid];
-"67 transpose_5" -> "68 dropout_1"  [label="(1, 197, 768)", style=solid];
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+"817 mul_tensor_41" -> "819 sub_tensor_41"  [label="(2304, 768)", style=solid];
+"818 zero_point_updated_constant41" -> "819 sub_tensor_41"  [label="(2304, 1)", style=solid];
+"819 sub_tensor_41" -> "820 linear_40"  [label="(2304, 768)", style=solid];
+"820 linear_40" -> "821 unflatten_10"  [label="(197, 1, 2304)", style=solid];
+"821 unflatten_10" -> "822 unsqueeze_10"  [label="(197, 1, 3, 768)", style=solid];
+"822 unsqueeze_10" -> "823 transpose_61"  [label="(1, 197, 1, 3, 768)", style=solid];
+"823 transpose_61" -> "824 squeeze_10"  [label="(3, 197, 1, 1, 768)", style=solid];
+"824 squeeze_10" -> "825 contiguous_10"  [label="(3, 197, 1, 768)", style=solid];
+"825 contiguous_10" -> "826 quantize_per_tensor_default_62"  [label="(3, 197, 1, 768)", style=solid];
+"825 contiguous_10" -> "829 quantize_per_tensor_default_63"  [label="(3, 197, 1, 768)", style=solid];
+"825 contiguous_10" -> "832 select_32"  [label="(3, 197, 1, 768)", style=solid];
+"826 quantize_per_tensor_default_62" -> "827 dequantize_per_tensor_default_62"  [label="(3, 197, 1, 768)", style=solid];
+"827 dequantize_per_tensor_default_62" -> "828 select_30"  [label="(3, 197, 1, 768)", style=solid];
+"828 select_30" -> "833 view_80"  [label="(197, 1, 768)", style=solid];
+"829 quantize_per_tensor_default_63" -> "830 dequantize_per_tensor_default_63"  [label="(3, 197, 1, 768)", style=solid];
+"830 dequantize_per_tensor_default_63" -> "831 select_31"  [label="(3, 197, 1, 768)", style=solid];
+"831 select_31" -> "835 view_81"  [label="(197, 1, 768)", style=solid];
+"832 select_32" -> "837 view_82"  [label="(197, 1, 768)", style=solid];
+"833 view_80" -> "834 transpose_62"  [label="(197, 12, 64)", style=solid];
+"834 transpose_62" -> "839 view_83"  [label="(12, 197, 64)", style=solid];
+"835 view_81" -> "836 transpose_63"  [label="(197, 12, 64)", style=solid];
+"836 transpose_63" -> "840 view_84"  [label="(12, 197, 64)", style=solid];
+"837 view_82" -> "838 transpose_64"  [label="(197, 12, 64)", style=solid];
+"838 transpose_64" -> "841 view_85"  [label="(12, 197, 64)", style=solid];
+"839 view_83" -> "842 scaled_dot_product_attention_10"  [label="(1, 12, 197, 64)", style=solid];
+"840 view_84" -> "842 scaled_dot_product_attention_10"  [label="(1, 12, 197, 64)", style=solid];
+"841 view_85" -> "842 scaled_dot_product_attention_10"  [label="(1, 12, 197, 64)", style=solid];
+"842 scaled_dot_product_attention_10" -> "843 permute_11"  [label="(1, 12, 197, 64)", style=solid];
+"843 permute_11" -> "844 view_86"  [label="(197, 1, 12, 64)", style=solid];
+"844 view_86" -> "845 view_86_0_0_nncf_smooth_quant_0"  [label="(197, 768)", style=solid];
+"845 view_86_0_0_nncf_smooth_quant_0" -> "846 quantize_per_tensor_default_64"  [label="(197, 768)", style=solid];
+"846 quantize_per_tensor_default_64" -> "847 dequantize_per_tensor_default_64"  [label="(197, 768)", style=solid];
+"847 dequantize_per_tensor_default_64" -> "854 linear_41"  [label="(197, 768)", style=solid];
+"848 _param_constant129_0_0" -> "854 linear_41"  [label="(768,)", style=solid];
+"849 scale_updated_constant42" -> "851 mul_tensor_42"  [label="(768, 1)", style=solid];
+"850 compressed_weight_updated_constant42" -> "851 mul_tensor_42"  [label="(768, 768)", style=solid];
+"851 mul_tensor_42" -> "853 sub_tensor_42"  [label="(768, 768)", style=solid];
+"852 zero_point_updated_constant42" -> "853 sub_tensor_42"  [label="(768, 1)", style=solid];
+"853 sub_tensor_42" -> "854 linear_41"  [label="(768, 768)", style=solid];
+"854 linear_41" -> "855 view_87"  [label="(197, 768)", style=solid];
+"855 view_87" -> "856 transpose_65"  [label="(197, 1, 768)", style=solid];
+"856 transpose_65" -> "857 dropout_31"  [label="(1, 197, 768)", style=solid];
+"857 dropout_31" -> "858 add_21"  [label="(1, 197, 768)", style=solid];
+"858 add_21" -> "861 layer_norm_21"  [label="(1, 197, 768)", style=solid];
+"858 add_21" -> "885 add_22"  [label="(1, 197, 768)", style=solid];
+"859 _param_constant130" -> "861 layer_norm_21"  [label="(768,)", style=solid];
+"860 _param_constant131" -> "861 layer_norm_21"  [label="(768,)", style=solid];
+"861 layer_norm_21" -> "862 layer_norm_21_0_0_nncf_smooth_quant_0"  [label="(1, 197, 768)", style=solid];
+"862 layer_norm_21_0_0_nncf_smooth_quant_0" -> "863 quantize_per_tensor_default_65"  [label="(1, 197, 768)", style=solid];
+"863 quantize_per_tensor_default_65" -> "864 dequantize_per_tensor_default_65"  [label="(1, 197, 768)", style=solid];
+"864 dequantize_per_tensor_default_65" -> "871 linear_42"  [label="(1, 197, 768)", style=solid];
+"865 _param_constant133_0_0" -> "871 linear_42"  [label="(3072,)", style=solid];
+"866 scale_updated_constant43" -> "868 mul_tensor_43"  [label="(3072, 1)", style=solid];
+"867 compressed_weight_updated_constant43" -> "868 mul_tensor_43"  [label="(3072, 768)", style=solid];
+"868 mul_tensor_43" -> "870 sub_tensor_43"  [label="(3072, 768)", style=solid];
+"869 zero_point_updated_constant43" -> "870 sub_tensor_43"  [label="(3072, 1)", style=solid];
+"870 sub_tensor_43" -> "871 linear_42"  [label="(3072, 768)", style=solid];
+"871 linear_42" -> "872 gelu_10"  [label="(1, 197, 3072)", style=solid];
+"872 gelu_10" -> "873 dropout_32"  [label="(1, 197, 3072)", style=solid];
+"873 dropout_32" -> "874 dropout_32_0_0_nncf_smooth_quant_0"  [label="(1, 197, 3072)", style=solid];
+"874 dropout_32_0_0_nncf_smooth_quant_0" -> "875 quantize_per_tensor_default_66"  [label="(1, 197, 3072)", style=solid];
+"875 quantize_per_tensor_default_66" -> "876 dequantize_per_tensor_default_66"  [label="(1, 197, 3072)", style=solid];
+"876 dequantize_per_tensor_default_66" -> "883 linear_43"  [label="(1, 197, 3072)", style=solid];
+"877 _param_constant135_0_0" -> "883 linear_43"  [label="(768,)", style=solid];
+"878 scale_updated_constant44" -> "880 mul_tensor_44"  [label="(768, 1)", style=solid];
+"879 compressed_weight_updated_constant44" -> "880 mul_tensor_44"  [label="(768, 3072)", style=solid];
+"880 mul_tensor_44" -> "882 sub_tensor_44"  [label="(768, 3072)", style=solid];
+"881 zero_point_updated_constant44" -> "882 sub_tensor_44"  [label="(768, 1)", style=solid];
+"882 sub_tensor_44" -> "883 linear_43"  [label="(768, 3072)", style=solid];
+"883 linear_43" -> "884 dropout_33"  [label="(1, 197, 768)", style=solid];
+"884 dropout_33" -> "885 add_22"  [label="(1, 197, 768)", style=solid];
+"885 add_22" -> "888 layer_norm_22"  [label="(1, 197, 768)", style=solid];
+"885 add_22" -> "937 add_23"  [label="(1, 197, 768)", style=solid];
+"886 _param_constant136" -> "888 layer_norm_22"  [label="(768,)", style=solid];
+"887 _param_constant137" -> "888 layer_norm_22"  [label="(768,)", style=solid];
+"888 layer_norm_22" -> "889 transpose_66"  [label="(1, 197, 768)", style=solid];
+"889 transpose_66" -> "890 transpose_66_0_0_nncf_smooth_quant_0"  [label="(197, 1, 768)", style=solid];
+"890 transpose_66_0_0_nncf_smooth_quant_0" -> "891 quantize_per_tensor_default_67"  [label="(197, 1, 768)", style=solid];
+"891 quantize_per_tensor_default_67" -> "892 dequantize_per_tensor_default_67"  [label="(197, 1, 768)", style=solid];
+"892 dequantize_per_tensor_default_67" -> "899 linear_44"  [label="(197, 1, 768)", style=solid];
+"893 _param_constant139_0_0" -> "899 linear_44"  [label="(2304,)", style=solid];
+"894 scale_updated_constant45" -> "896 mul_tensor_45"  [label="(2304, 1)", style=solid];
+"895 compressed_weight_updated_constant45" -> "896 mul_tensor_45"  [label="(2304, 768)", style=solid];
+"896 mul_tensor_45" -> "898 sub_tensor_45"  [label="(2304, 768)", style=solid];
+"897 zero_point_updated_constant45" -> "898 sub_tensor_45"  [label="(2304, 1)", style=solid];
+"898 sub_tensor_45" -> "899 linear_44"  [label="(2304, 768)", style=solid];
+"899 linear_44" -> "900 unflatten_11"  [label="(197, 1, 2304)", style=solid];
+"900 unflatten_11" -> "901 unsqueeze_11"  [label="(197, 1, 3, 768)", style=solid];
+"901 unsqueeze_11" -> "902 transpose_67"  [label="(1, 197, 1, 3, 768)", style=solid];
+"902 transpose_67" -> "903 squeeze_11"  [label="(3, 197, 1, 1, 768)", style=solid];
+"903 squeeze_11" -> "904 contiguous_11"  [label="(3, 197, 1, 768)", style=solid];
+"904 contiguous_11" -> "905 quantize_per_tensor_default_68"  [label="(3, 197, 1, 768)", style=solid];
+"904 contiguous_11" -> "908 quantize_per_tensor_default_69"  [label="(3, 197, 1, 768)", style=solid];
+"904 contiguous_11" -> "911 select_35"  [label="(3, 197, 1, 768)", style=solid];
+"905 quantize_per_tensor_default_68" -> "906 dequantize_per_tensor_default_68"  [label="(3, 197, 1, 768)", style=solid];
+"906 dequantize_per_tensor_default_68" -> "907 select_33"  [label="(3, 197, 1, 768)", style=solid];
+"907 select_33" -> "912 view_88"  [label="(197, 1, 768)", style=solid];
+"908 quantize_per_tensor_default_69" -> "909 dequantize_per_tensor_default_69"  [label="(3, 197, 1, 768)", style=solid];
+"909 dequantize_per_tensor_default_69" -> "910 select_34"  [label="(3, 197, 1, 768)", style=solid];
+"910 select_34" -> "914 view_89"  [label="(197, 1, 768)", style=solid];
+"911 select_35" -> "916 view_90"  [label="(197, 1, 768)", style=solid];
+"912 view_88" -> "913 transpose_68"  [label="(197, 12, 64)", style=solid];
+"913 transpose_68" -> "918 view_91"  [label="(12, 197, 64)", style=solid];
+"914 view_89" -> "915 transpose_69"  [label="(197, 12, 64)", style=solid];
+"915 transpose_69" -> "919 view_92"  [label="(12, 197, 64)", style=solid];
+"916 view_90" -> "917 transpose_70"  [label="(197, 12, 64)", style=solid];
+"917 transpose_70" -> "920 view_93"  [label="(12, 197, 64)", style=solid];
+"918 view_91" -> "921 scaled_dot_product_attention_11"  [label="(1, 12, 197, 64)", style=solid];
+"919 view_92" -> "921 scaled_dot_product_attention_11"  [label="(1, 12, 197, 64)", style=solid];
+"920 view_93" -> "921 scaled_dot_product_attention_11"  [label="(1, 12, 197, 64)", style=solid];
+"921 scaled_dot_product_attention_11" -> "922 permute_12"  [label="(1, 12, 197, 64)", style=solid];
+"922 permute_12" -> "923 view_94"  [label="(197, 1, 12, 64)", style=solid];
+"923 view_94" -> "924 view_94_0_0_nncf_smooth_quant_0"  [label="(197, 768)", style=solid];
+"924 view_94_0_0_nncf_smooth_quant_0" -> "925 quantize_per_tensor_default_70"  [label="(197, 768)", style=solid];
+"925 quantize_per_tensor_default_70" -> "926 dequantize_per_tensor_default_70"  [label="(197, 768)", style=solid];
+"926 dequantize_per_tensor_default_70" -> "933 linear_45"  [label="(197, 768)", style=solid];
+"927 _param_constant141_0_0" -> "933 linear_45"  [label="(768,)", style=solid];
+"928 scale_updated_constant46" -> "930 mul_tensor_46"  [label="(768, 1)", style=solid];
+"929 compressed_weight_updated_constant46" -> "930 mul_tensor_46"  [label="(768, 768)", style=solid];
+"930 mul_tensor_46" -> "932 sub_tensor_46"  [label="(768, 768)", style=solid];
+"931 zero_point_updated_constant46" -> "932 sub_tensor_46"  [label="(768, 1)", style=solid];
+"932 sub_tensor_46" -> "933 linear_45"  [label="(768, 768)", style=solid];
+"933 linear_45" -> "934 view_95"  [label="(197, 768)", style=solid];
+"934 view_95" -> "935 transpose_71"  [label="(197, 1, 768)", style=solid];
+"935 transpose_71" -> "936 dropout_34"  [label="(1, 197, 768)", style=solid];
+"936 dropout_34" -> "937 add_23"  [label="(1, 197, 768)", style=solid];
+"937 add_23" -> "940 layer_norm_23"  [label="(1, 197, 768)", style=solid];
+"937 add_23" -> "964 add_24"  [label="(1, 197, 768)", style=solid];
+"938 _param_constant142" -> "940 layer_norm_23"  [label="(768,)", style=solid];
+"939 _param_constant143" -> "940 layer_norm_23"  [label="(768,)", style=solid];
+"940 layer_norm_23" -> "941 layer_norm_23_0_0_nncf_smooth_quant_0"  [label="(1, 197, 768)", style=solid];
+"941 layer_norm_23_0_0_nncf_smooth_quant_0" -> "942 quantize_per_tensor_default_71"  [label="(1, 197, 768)", style=solid];
+"942 quantize_per_tensor_default_71" -> "943 dequantize_per_tensor_default_71"  [label="(1, 197, 768)", style=solid];
+"943 dequantize_per_tensor_default_71" -> "950 linear_46"  [label="(1, 197, 768)", style=solid];
+"944 _param_constant145_0_0" -> "950 linear_46"  [label="(3072,)", style=solid];
+"945 scale_updated_constant47" -> "947 mul_tensor_47"  [label="(3072, 1)", style=solid];
+"946 compressed_weight_updated_constant47" -> "947 mul_tensor_47"  [label="(3072, 768)", style=solid];
+"947 mul_tensor_47" -> "949 sub_tensor_47"  [label="(3072, 768)", style=solid];
+"948 zero_point_updated_constant47" -> "949 sub_tensor_47"  [label="(3072, 1)", style=solid];
+"949 sub_tensor_47" -> "950 linear_46"  [label="(3072, 768)", style=solid];
+"950 linear_46" -> "951 gelu_11"  [label="(1, 197, 3072)", style=solid];
+"951 gelu_11" -> "952 dropout_35"  [label="(1, 197, 3072)", style=solid];
+"952 dropout_35" -> "953 dropout_35_0_0_nncf_smooth_quant_0"  [label="(1, 197, 3072)", style=solid];
+"953 dropout_35_0_0_nncf_smooth_quant_0" -> "954 quantize_per_tensor_default_72"  [label="(1, 197, 3072)", style=solid];
+"954 quantize_per_tensor_default_72" -> "955 dequantize_per_tensor_default_72"  [label="(1, 197, 3072)", style=solid];
+"955 dequantize_per_tensor_default_72" -> "962 linear_47"  [label="(1, 197, 3072)", style=solid];
+"956 _param_constant147_0_0" -> "962 linear_47"  [label="(768,)", style=solid];
+"957 scale_updated_constant48" -> "959 mul_tensor_48"  [label="(768, 1)", style=solid];
+"958 compressed_weight_updated_constant48" -> "959 mul_tensor_48"  [label="(768, 3072)", style=solid];
+"959 mul_tensor_48" -> "961 sub_tensor_48"  [label="(768, 3072)", style=solid];
+"960 zero_point_updated_constant48" -> "961 sub_tensor_48"  [label="(768, 1)", style=solid];
+"961 sub_tensor_48" -> "962 linear_47"  [label="(768, 3072)", style=solid];
+"962 linear_47" -> "963 dropout_36"  [label="(1, 197, 768)", style=solid];
+"963 dropout_36" -> "964 add_24"  [label="(1, 197, 768)", style=solid];
+"964 add_24" -> "967 layer_norm_24"  [label="(1, 197, 768)", style=solid];
+"965 _param_constant148" -> "967 layer_norm_24"  [label="(768,)", style=solid];
+"966 _param_constant149" -> "967 layer_norm_24"  [label="(768,)", style=solid];
+"967 layer_norm_24" -> "968 slice_1"  [label="(1, 197, 768)", style=solid];
+"968 slice_1" -> "969 select_36"  [label="(1, 197, 768)", style=solid];
+"969 select_36" -> "970 select_36_0_0_nncf_smooth_quant_0"  [label="(1, 768)", style=solid];
+"970 select_36_0_0_nncf_smooth_quant_0" -> "971 quantize_per_tensor_default_73"  [label="(1, 768)", style=solid];
+"971 quantize_per_tensor_default_73" -> "972 dequantize_per_tensor_default_73"  [label="(1, 768)", style=solid];
+"972 dequantize_per_tensor_default_73" -> "979 linear_48"  [label="(1, 768)", style=solid];
+"973 _param_constant151_0_0" -> "979 linear_48"  [label="(1000,)", style=solid];
+"974 scale_updated_constant49" -> "976 mul_tensor_49"  [label="(1000, 1)", style=solid];
+"975 compressed_weight_updated_constant49" -> "976 mul_tensor_49"  [label="(1000, 768)", style=solid];
+"976 mul_tensor_49" -> "978 sub_tensor_49"  [label="(1000, 768)", style=solid];
+"977 zero_point_updated_constant49" -> "978 sub_tensor_49"  [label="(1000, 1)", style=solid];
+"978 sub_tensor_49" -> "979 linear_48"  [label="(1000, 768)", style=solid];
+"979 linear_48" -> "980 output"  [label="(1, 1000)", style=solid];
 }
diff --git a/tests/torch/data/reference_graphs/fx/quantized/swin_v2_s.dot b/tests/torch/data/reference_graphs/fx/quantized/swin_v2_s.dot
index dfd7a38bd4b..65ad922e952 100644
--- a/tests/torch/data/reference_graphs/fx/quantized/swin_v2_s.dot
+++ b/tests/torch/data/reference_graphs/fx/quantized/swin_v2_s.dot
@@ -13,3149 +13,2501 @@ strict digraph  {
 "11 _param_constant2" [id=11, type=get_attr];
 "12 _param_constant3" [id=12, type=get_attr];
 "13 layer_norm" [id=13, type=layer_norm];
-"14 _tensor_constant0" [id=14, type=get_attr];
-"15 _tensor_constant0_0_0_nncf_smooth_quant_0" [id=15, type=call_module];
-"16 linear_scale_0" [id=16, type=get_attr];
-"17 linear_zero_point_0" [id=17, type=get_attr];
-"18 compressed_weight_updated_constant1" [id=18, type=get_attr];
-"19 quantize_per_channel_default_1" [id=19, type=quantize_per_channel];
-"20 dequantize_per_channel_default_1" [id=20, type=dequantize_per_channel];
-"21 _param_constant5_0_0" [id=21, type=get_attr];
-"22 linear" [id=22, type=linear];
-"23 relu_" [id=23, type=relu_];
-"24 relu__0_0_nncf_smooth_quant_0" [id=24, type=call_module];
-"25 linear_1_scale_0" [id=25, type=get_attr];
-"26 linear_1_zero_point_0" [id=26, type=get_attr];
-"27 compressed_weight_updated_constant2" [id=27, type=get_attr];
-"28 quantize_per_channel_default_2" [id=28, type=quantize_per_channel];
-"29 dequantize_per_channel_default_2" [id=29, type=dequantize_per_channel];
-"30 linear_1" [id=30, type=linear];
-"31 view" [id=31, type=view];
-"32 _tensor_constant1" [id=32, type=get_attr];
-"33 index" [id=33, type=index];
-"34 view_1" [id=34, type=view];
-"35 permute_1" [id=35, type=permute];
-"36 contiguous" [id=36, type=contiguous];
-"37 unsqueeze" [id=37, type=unsqueeze];
-"38 sigmoid" [id=38, type=sigmoid];
-"39 mul" [id=39, type=mul];
-"40 pad" [id=40, type=pad];
-"41 view_2" [id=41, type=view];
-"42 permute_2" [id=42, type=permute];
-"43 reshape" [id=43, type=reshape];
-"44 reshape_0_0_nncf_smooth_quant_0" [id=44, type=call_module];
-"45 quantize_per_tensor_default_1" [id=45, type=quantize_per_tensor];
-"46 dequantize_per_tensor_default_1" [id=46, type=dequantize_per_tensor];
-"47 linear_2_scale_0" [id=47, type=get_attr];
-"48 linear_2_zero_point_0" [id=48, type=get_attr];
-"49 compressed_weight_updated_constant3" [id=49, type=get_attr];
-"50 quantize_per_channel_default_3" [id=50, type=quantize_per_channel];
-"51 dequantize_per_channel_default_3" [id=51, type=dequantize_per_channel];
-"52 _param_constant7_0_0" [id=52, type=get_attr];
-"53 linear_2" [id=53, type=linear];
-"54 reshape_1" [id=54, type=reshape];
-"55 permute_3" [id=55, type=permute];
-"56 select" [id=56, type=select];
-"57 select_1" [id=57, type=select];
-"58 select_2" [id=58, type=select];
-"59 linalg_vector_norm" [id=59, type=linalg_vector_norm];
-"60 clamp_min" [id=60, type=clamp_min];
-"61 expand_as" [id=61, type=expand_as];
-"62 div" [id=62, type=div];
-"63 quantize_per_tensor_default_2" [id=63, type=quantize_per_tensor];
-"64 dequantize_per_tensor_default_2" [id=64, type=dequantize_per_tensor];
-"65 linalg_vector_norm_1" [id=65, type=linalg_vector_norm];
-"66 clamp_min_1" [id=66, type=clamp_min];
-"67 expand_as_1" [id=67, type=expand_as];
-"68 div_1" [id=68, type=div];
-"69 quantize_per_tensor_default_3" [id=69, type=quantize_per_tensor];
-"70 dequantize_per_tensor_default_3" [id=70, type=dequantize_per_tensor];
-"71 transpose" [id=71, type=transpose];
-"72 matmul" [id=72, type=matmul];
-"73 _param_constant9" [id=73, type=get_attr];
-"74 clamp" [id=74, type=clamp];
-"75 exp" [id=75, type=exp];
-"76 mul_1" [id=76, type=mul];
-"77 add" [id=77, type=add];
-"78 softmax" [id=78, type=softmax];
-"79 dropout" [id=79, type=dropout];
-"80 matmul_1" [id=80, type=matmul];
-"81 transpose_1" [id=81, type=transpose];
-"82 reshape_2" [id=82, type=reshape];
-"83 reshape_2_0_0_nncf_smooth_quant_0" [id=83, type=call_module];
-"84 quantize_per_tensor_default_4" [id=84, type=quantize_per_tensor];
-"85 dequantize_per_tensor_default_4" [id=85, type=dequantize_per_tensor];
-"86 linear_3_scale_0" [id=86, type=get_attr];
-"87 linear_3_zero_point_0" [id=87, type=get_attr];
-"88 compressed_weight_updated_constant4" [id=88, type=get_attr];
-"89 quantize_per_channel_default_4" [id=89, type=quantize_per_channel];
-"90 dequantize_per_channel_default_4" [id=90, type=dequantize_per_channel];
-"91 _param_constant11_0_0" [id=91, type=get_attr];
-"92 linear_3" [id=92, type=linear];
-"93 dropout_1" [id=93, type=dropout];
-"94 view_3" [id=94, type=view];
-"95 permute_4" [id=95, type=permute];
-"96 reshape_3" [id=96, type=reshape];
-"97 slice_2" [id=97, type=slice];
-"98 slice_3" [id=98, type=slice];
-"99 _param_constant12" [id=99, type=get_attr];
-"100 _param_constant13" [id=100, type=get_attr];
-"101 layer_norm_1" [id=101, type=layer_norm];
-"102 add_1" [id=102, type=add];
-"103 add_1_0_0_nncf_smooth_quant_0" [id=103, type=call_module];
-"104 quantize_per_tensor_default_5" [id=104, type=quantize_per_tensor];
-"105 dequantize_per_tensor_default_5" [id=105, type=dequantize_per_tensor];
-"106 linear_4_scale_0" [id=106, type=get_attr];
-"107 linear_4_zero_point_0" [id=107, type=get_attr];
-"108 compressed_weight_updated_constant5" [id=108, type=get_attr];
-"109 quantize_per_channel_default_5" [id=109, type=quantize_per_channel];
-"110 dequantize_per_channel_default_5" [id=110, type=dequantize_per_channel];
-"111 _param_constant15_0_0" [id=111, type=get_attr];
-"112 linear_4" [id=112, type=linear];
-"113 gelu" [id=113, type=gelu];
-"114 dropout_2" [id=114, type=dropout];
-"115 dropout_2_0_0_nncf_smooth_quant_0" [id=115, type=call_module];
-"116 quantize_per_tensor_default_6" [id=116, type=quantize_per_tensor];
-"117 dequantize_per_tensor_default_6" [id=117, type=dequantize_per_tensor];
-"118 linear_5_scale_0" [id=118, type=get_attr];
-"119 linear_5_zero_point_0" [id=119, type=get_attr];
-"120 compressed_weight_updated_constant6" [id=120, type=get_attr];
-"121 quantize_per_channel_default_6" [id=121, type=quantize_per_channel];
-"122 dequantize_per_channel_default_6" [id=122, type=dequantize_per_channel];
-"123 _param_constant17_0_0" [id=123, type=get_attr];
-"124 linear_5" [id=124, type=linear];
-"125 dropout_3" [id=125, type=dropout];
-"126 _param_constant18" [id=126, type=get_attr];
-"127 _param_constant19" [id=127, type=get_attr];
-"128 layer_norm_2" [id=128, type=layer_norm];
-"129 add_2" [id=129, type=add];
-"130 _tensor_constant2" [id=130, type=get_attr];
-"131 _tensor_constant2_0_0_nncf_smooth_quant_0" [id=131, type=call_module];
-"132 linear_6_scale_0" [id=132, type=get_attr];
-"133 linear_6_zero_point_0" [id=133, type=get_attr];
-"134 compressed_weight_updated_constant7" [id=134, type=get_attr];
-"135 quantize_per_channel_default_7" [id=135, type=quantize_per_channel];
-"136 dequantize_per_channel_default_7" [id=136, type=dequantize_per_channel];
-"137 _param_constant21_0_0" [id=137, type=get_attr];
-"138 linear_6" [id=138, type=linear];
-"139 relu__1" [id=139, type=relu_];
-"140 relu__1_0_0_nncf_smooth_quant_0" [id=140, type=call_module];
-"141 linear_7_scale_0" [id=141, type=get_attr];
-"142 linear_7_zero_point_0" [id=142, type=get_attr];
-"143 compressed_weight_updated_constant8" [id=143, type=get_attr];
-"144 quantize_per_channel_default_8" [id=144, type=quantize_per_channel];
-"145 dequantize_per_channel_default_8" [id=145, type=dequantize_per_channel];
-"146 linear_7" [id=146, type=linear];
-"147 view_4" [id=147, type=view];
-"148 _tensor_constant3" [id=148, type=get_attr];
-"149 index_1" [id=149, type=index];
-"150 view_5" [id=150, type=view];
-"151 permute_5" [id=151, type=permute];
-"152 contiguous_1" [id=152, type=contiguous];
-"153 unsqueeze_1" [id=153, type=unsqueeze];
-"154 sigmoid_1" [id=154, type=sigmoid];
-"155 mul_2" [id=155, type=mul];
-"156 pad_1" [id=156, type=pad];
-"157 roll" [id=157, type=roll];
-"158 view_6" [id=158, type=view];
-"159 permute_6" [id=159, type=permute];
-"160 reshape_4" [id=160, type=reshape];
-"161 reshape_4_0_0_nncf_smooth_quant_0" [id=161, type=call_module];
-"162 quantize_per_tensor_default_7" [id=162, type=quantize_per_tensor];
-"163 dequantize_per_tensor_default_7" [id=163, type=dequantize_per_tensor];
-"164 linear_8_scale_0" [id=164, type=get_attr];
-"165 linear_8_zero_point_0" [id=165, type=get_attr];
-"166 compressed_weight_updated_constant9" [id=166, type=get_attr];
-"167 quantize_per_channel_default_9" [id=167, type=quantize_per_channel];
-"168 dequantize_per_channel_default_9" [id=168, type=dequantize_per_channel];
-"169 _param_constant23_0_0" [id=169, type=get_attr];
-"170 linear_8" [id=170, type=linear];
-"171 reshape_5" [id=171, type=reshape];
-"172 permute_7" [id=172, type=permute];
-"173 select_3" [id=173, type=select];
-"174 select_4" [id=174, type=select];
-"175 select_5" [id=175, type=select];
-"176 linalg_vector_norm_2" [id=176, type=linalg_vector_norm];
-"177 clamp_min_2" [id=177, type=clamp_min];
-"178 expand_as_2" [id=178, type=expand_as];
-"179 div_2" [id=179, type=div];
-"180 quantize_per_tensor_default_8" [id=180, type=quantize_per_tensor];
-"181 dequantize_per_tensor_default_8" [id=181, type=dequantize_per_tensor];
-"182 linalg_vector_norm_3" [id=182, type=linalg_vector_norm];
-"183 clamp_min_3" [id=183, type=clamp_min];
-"184 expand_as_3" [id=184, type=expand_as];
-"185 div_3" [id=185, type=div];
-"186 quantize_per_tensor_default_9" [id=186, type=quantize_per_tensor];
-"187 dequantize_per_tensor_default_9" [id=187, type=dequantize_per_tensor];
-"188 transpose_2" [id=188, type=transpose];
-"189 matmul_2" [id=189, type=matmul];
-"190 _param_constant25" [id=190, type=get_attr];
-"191 clamp_1" [id=191, type=clamp];
-"192 exp_1" [id=192, type=exp];
-"193 mul_3" [id=193, type=mul];
-"194 add_3" [id=194, type=add];
-"195 new_zeros" [id=195, type=new_zeros];
-"196 view_7" [id=196, type=view];
-"197 permute_8" [id=197, type=permute];
-"198 reshape_6" [id=198, type=reshape];
-"199 unsqueeze_2" [id=199, type=unsqueeze];
-"200 unsqueeze_3" [id=200, type=unsqueeze];
-"201 sub" [id=201, type=sub];
-"202 ne" [id=202, type=ne];
-"203 masked_fill" [id=203, type=masked_fill];
-"204 eq" [id=204, type=eq];
-"205 masked_fill_1" [id=205, type=masked_fill];
-"206 view_8" [id=206, type=view];
-"207 unsqueeze_4" [id=207, type=unsqueeze];
-"208 unsqueeze_5" [id=208, type=unsqueeze];
-"209 add_4" [id=209, type=add];
-"210 view_9" [id=210, type=view];
-"211 softmax_1" [id=211, type=softmax];
-"212 dropout_4" [id=212, type=dropout];
-"213 matmul_3" [id=213, type=matmul];
-"214 transpose_3" [id=214, type=transpose];
-"215 reshape_7" [id=215, type=reshape];
-"216 reshape_7_0_0_nncf_smooth_quant_0" [id=216, type=call_module];
-"217 quantize_per_tensor_default_10" [id=217, type=quantize_per_tensor];
-"218 dequantize_per_tensor_default_10" [id=218, type=dequantize_per_tensor];
-"219 linear_9_scale_0" [id=219, type=get_attr];
-"220 linear_9_zero_point_0" [id=220, type=get_attr];
-"221 compressed_weight_updated_constant10" [id=221, type=get_attr];
-"222 quantize_per_channel_default_10" [id=222, type=quantize_per_channel];
-"223 dequantize_per_channel_default_10" [id=223, type=dequantize_per_channel];
-"224 _param_constant27_0_0" [id=224, type=get_attr];
-"225 linear_9" [id=225, type=linear];
-"226 dropout_5" [id=226, type=dropout];
-"227 view_10" [id=227, type=view];
-"228 permute_9" [id=228, type=permute];
-"229 reshape_8" [id=229, type=reshape];
-"230 roll_1" [id=230, type=roll];
-"231 slice_23" [id=231, type=slice];
-"232 slice_24" [id=232, type=slice];
-"233 _param_constant28" [id=233, type=get_attr];
-"234 _param_constant29" [id=234, type=get_attr];
-"235 layer_norm_3" [id=235, type=layer_norm];
-"236 add_5" [id=236, type=add];
-"237 add_5_0_0_nncf_smooth_quant_0" [id=237, type=call_module];
-"238 quantize_per_tensor_default_11" [id=238, type=quantize_per_tensor];
-"239 dequantize_per_tensor_default_11" [id=239, type=dequantize_per_tensor];
-"240 linear_10_scale_0" [id=240, type=get_attr];
-"241 linear_10_zero_point_0" [id=241, type=get_attr];
-"242 compressed_weight_updated_constant11" [id=242, type=get_attr];
-"243 quantize_per_channel_default_11" [id=243, type=quantize_per_channel];
-"244 dequantize_per_channel_default_11" [id=244, type=dequantize_per_channel];
-"245 _param_constant31_0_0" [id=245, type=get_attr];
-"246 linear_10" [id=246, type=linear];
-"247 gelu_1" [id=247, type=gelu];
-"248 dropout_6" [id=248, type=dropout];
-"249 dropout_6_0_0_nncf_smooth_quant_0" [id=249, type=call_module];
-"250 quantize_per_tensor_default_12" [id=250, type=quantize_per_tensor];
-"251 dequantize_per_tensor_default_12" [id=251, type=dequantize_per_tensor];
-"252 linear_11_scale_0" [id=252, type=get_attr];
-"253 linear_11_zero_point_0" [id=253, type=get_attr];
-"254 compressed_weight_updated_constant12" [id=254, type=get_attr];
-"255 quantize_per_channel_default_12" [id=255, type=quantize_per_channel];
-"256 dequantize_per_channel_default_12" [id=256, type=dequantize_per_channel];
-"257 _param_constant33_0_0" [id=257, type=get_attr];
-"258 linear_11" [id=258, type=linear];
-"259 dropout_7" [id=259, type=dropout];
-"260 _param_constant34" [id=260, type=get_attr];
-"261 _param_constant35" [id=261, type=get_attr];
-"262 layer_norm_4" [id=262, type=layer_norm];
-"263 add_6" [id=263, type=add];
-"264 pad_2" [id=264, type=pad];
-"265 slice_25" [id=265, type=slice];
-"266 slice_26" [id=266, type=slice];
-"267 slice_27" [id=267, type=slice];
-"268 slice_28" [id=268, type=slice];
-"269 slice_29" [id=269, type=slice];
-"270 slice_30" [id=270, type=slice];
-"271 slice_31" [id=271, type=slice];
-"272 slice_32" [id=272, type=slice];
-"273 slice_33" [id=273, type=slice];
-"274 slice_34" [id=274, type=slice];
-"275 slice_35" [id=275, type=slice];
-"276 slice_36" [id=276, type=slice];
-"277 cat" [id=277, type=cat];
-"278 cat_0_0_nncf_smooth_quant_0" [id=278, type=call_module];
-"279 quantize_per_tensor_default_13" [id=279, type=quantize_per_tensor];
-"280 dequantize_per_tensor_default_13" [id=280, type=dequantize_per_tensor];
-"281 linear_12_scale_0" [id=281, type=get_attr];
-"282 linear_12_zero_point_0" [id=282, type=get_attr];
-"283 compressed_weight_updated_constant13" [id=283, type=get_attr];
-"284 quantize_per_channel_default_13" [id=284, type=quantize_per_channel];
-"285 dequantize_per_channel_default_13" [id=285, type=dequantize_per_channel];
-"286 linear_12" [id=286, type=linear];
-"287 _param_constant37" [id=287, type=get_attr];
-"288 _param_constant38" [id=288, type=get_attr];
-"289 layer_norm_5" [id=289, type=layer_norm];
-"290 _tensor_constant13" [id=290, type=get_attr];
-"291 _tensor_constant13_0_0_nncf_smooth_quant_0" [id=291, type=call_module];
-"292 linear_13_scale_0" [id=292, type=get_attr];
-"293 linear_13_zero_point_0" [id=293, type=get_attr];
-"294 compressed_weight_updated_constant14" [id=294, type=get_attr];
-"295 quantize_per_channel_default_14" [id=295, type=quantize_per_channel];
-"296 dequantize_per_channel_default_14" [id=296, type=dequantize_per_channel];
-"297 _param_constant40_0_0" [id=297, type=get_attr];
-"298 linear_13" [id=298, type=linear];
-"299 relu__2" [id=299, type=relu_];
-"300 relu__2_0_0_nncf_smooth_quant_0" [id=300, type=call_module];
-"301 linear_14_scale_0" [id=301, type=get_attr];
-"302 linear_14_zero_point_0" [id=302, type=get_attr];
-"303 compressed_weight_updated_constant15" [id=303, type=get_attr];
-"304 quantize_per_channel_default_15" [id=304, type=quantize_per_channel];
-"305 dequantize_per_channel_default_15" [id=305, type=dequantize_per_channel];
-"306 linear_14" [id=306, type=linear];
-"307 view_11" [id=307, type=view];
-"308 _tensor_constant14" [id=308, type=get_attr];
-"309 index_2" [id=309, type=index];
-"310 view_12" [id=310, type=view];
-"311 permute_10" [id=311, type=permute];
-"312 contiguous_2" [id=312, type=contiguous];
-"313 unsqueeze_6" [id=313, type=unsqueeze];
-"314 sigmoid_2" [id=314, type=sigmoid];
-"315 mul_4" [id=315, type=mul];
-"316 pad_3" [id=316, type=pad];
-"317 view_13" [id=317, type=view];
-"318 permute_11" [id=318, type=permute];
-"319 reshape_9" [id=319, type=reshape];
-"320 reshape_9_0_0_nncf_smooth_quant_0" [id=320, type=call_module];
-"321 quantize_per_tensor_default_14" [id=321, type=quantize_per_tensor];
-"322 dequantize_per_tensor_default_14" [id=322, type=dequantize_per_tensor];
-"323 linear_15_scale_0" [id=323, type=get_attr];
-"324 linear_15_zero_point_0" [id=324, type=get_attr];
-"325 compressed_weight_updated_constant16" [id=325, type=get_attr];
-"326 quantize_per_channel_default_16" [id=326, type=quantize_per_channel];
-"327 dequantize_per_channel_default_16" [id=327, type=dequantize_per_channel];
-"328 _param_constant42_0_0" [id=328, type=get_attr];
-"329 linear_15" [id=329, type=linear];
-"330 reshape_10" [id=330, type=reshape];
-"331 permute_12" [id=331, type=permute];
-"332 select_6" [id=332, type=select];
-"333 select_7" [id=333, type=select];
-"334 select_8" [id=334, type=select];
-"335 linalg_vector_norm_4" [id=335, type=linalg_vector_norm];
-"336 clamp_min_4" [id=336, type=clamp_min];
-"337 expand_as_4" [id=337, type=expand_as];
-"338 div_4" [id=338, type=div];
-"339 quantize_per_tensor_default_15" [id=339, type=quantize_per_tensor];
-"340 dequantize_per_tensor_default_15" [id=340, type=dequantize_per_tensor];
-"341 linalg_vector_norm_5" [id=341, type=linalg_vector_norm];
-"342 clamp_min_5" [id=342, type=clamp_min];
-"343 expand_as_5" [id=343, type=expand_as];
-"344 div_5" [id=344, type=div];
-"345 quantize_per_tensor_default_16" [id=345, type=quantize_per_tensor];
-"346 dequantize_per_tensor_default_16" [id=346, type=dequantize_per_tensor];
-"347 transpose_4" [id=347, type=transpose];
-"348 matmul_4" [id=348, type=matmul];
-"349 _param_constant44" [id=349, type=get_attr];
-"350 clamp_2" [id=350, type=clamp];
-"351 exp_2" [id=351, type=exp];
-"352 mul_5" [id=352, type=mul];
-"353 add_7" [id=353, type=add];
-"354 softmax_2" [id=354, type=softmax];
-"355 dropout_8" [id=355, type=dropout];
-"356 matmul_5" [id=356, type=matmul];
-"357 transpose_5" [id=357, type=transpose];
-"358 reshape_11" [id=358, type=reshape];
-"359 reshape_11_0_0_nncf_smooth_quant_0" [id=359, type=call_module];
-"360 quantize_per_tensor_default_17" [id=360, type=quantize_per_tensor];
-"361 dequantize_per_tensor_default_17" [id=361, type=dequantize_per_tensor];
-"362 linear_16_scale_0" [id=362, type=get_attr];
-"363 linear_16_zero_point_0" [id=363, type=get_attr];
-"364 compressed_weight_updated_constant17" [id=364, type=get_attr];
-"365 quantize_per_channel_default_17" [id=365, type=quantize_per_channel];
-"366 dequantize_per_channel_default_17" [id=366, type=dequantize_per_channel];
-"367 _param_constant46_0_0" [id=367, type=get_attr];
-"368 linear_16" [id=368, type=linear];
-"369 dropout_9" [id=369, type=dropout];
-"370 view_14" [id=370, type=view];
-"371 permute_13" [id=371, type=permute];
-"372 reshape_12" [id=372, type=reshape];
-"373 slice_38" [id=373, type=slice];
-"374 slice_39" [id=374, type=slice];
-"375 slice_40" [id=375, type=slice];
-"376 slice_41" [id=376, type=slice];
-"377 contiguous_3" [id=377, type=contiguous];
-"378 _param_constant47" [id=378, type=get_attr];
-"379 _param_constant48" [id=379, type=get_attr];
-"380 layer_norm_6" [id=380, type=layer_norm];
-"381 add_8" [id=381, type=add];
-"382 add_8_0_0_nncf_smooth_quant_0" [id=382, type=call_module];
-"383 quantize_per_tensor_default_18" [id=383, type=quantize_per_tensor];
-"384 dequantize_per_tensor_default_18" [id=384, type=dequantize_per_tensor];
-"385 linear_17_scale_0" [id=385, type=get_attr];
-"386 linear_17_zero_point_0" [id=386, type=get_attr];
-"387 compressed_weight_updated_constant18" [id=387, type=get_attr];
-"388 quantize_per_channel_default_18" [id=388, type=quantize_per_channel];
-"389 dequantize_per_channel_default_18" [id=389, type=dequantize_per_channel];
-"390 _param_constant50_0_0" [id=390, type=get_attr];
-"391 linear_17" [id=391, type=linear];
-"392 gelu_2" [id=392, type=gelu];
-"393 dropout_10" [id=393, type=dropout];
-"394 dropout_10_0_0_nncf_smooth_quant_0" [id=394, type=call_module];
-"395 quantize_per_tensor_default_19" [id=395, type=quantize_per_tensor];
-"396 dequantize_per_tensor_default_19" [id=396, type=dequantize_per_tensor];
-"397 linear_18_scale_0" [id=397, type=get_attr];
-"398 linear_18_zero_point_0" [id=398, type=get_attr];
-"399 compressed_weight_updated_constant19" [id=399, type=get_attr];
-"400 quantize_per_channel_default_19" [id=400, type=quantize_per_channel];
-"401 dequantize_per_channel_default_19" [id=401, type=dequantize_per_channel];
-"402 _param_constant52_0_0" [id=402, type=get_attr];
-"403 linear_18" [id=403, type=linear];
-"404 dropout_11" [id=404, type=dropout];
-"405 _param_constant53" [id=405, type=get_attr];
-"406 _param_constant54" [id=406, type=get_attr];
-"407 layer_norm_7" [id=407, type=layer_norm];
-"408 add_9" [id=408, type=add];
-"409 _tensor_constant15" [id=409, type=get_attr];
-"410 _tensor_constant15_0_0_nncf_smooth_quant_0" [id=410, type=call_module];
-"411 linear_19_scale_0" [id=411, type=get_attr];
-"412 linear_19_zero_point_0" [id=412, type=get_attr];
-"413 compressed_weight_updated_constant20" [id=413, type=get_attr];
-"414 quantize_per_channel_default_20" [id=414, type=quantize_per_channel];
-"415 dequantize_per_channel_default_20" [id=415, type=dequantize_per_channel];
-"416 _param_constant56_0_0" [id=416, type=get_attr];
-"417 linear_19" [id=417, type=linear];
-"418 relu__3" [id=418, type=relu_];
-"419 relu__3_0_0_nncf_smooth_quant_0" [id=419, type=call_module];
-"420 linear_20_scale_0" [id=420, type=get_attr];
-"421 linear_20_zero_point_0" [id=421, type=get_attr];
-"422 compressed_weight_updated_constant21" [id=422, type=get_attr];
-"423 quantize_per_channel_default_21" [id=423, type=quantize_per_channel];
-"424 dequantize_per_channel_default_21" [id=424, type=dequantize_per_channel];
-"425 linear_20" [id=425, type=linear];
-"426 view_15" [id=426, type=view];
-"427 _tensor_constant16" [id=427, type=get_attr];
-"428 index_3" [id=428, type=index];
-"429 view_16" [id=429, type=view];
-"430 permute_14" [id=430, type=permute];
-"431 contiguous_4" [id=431, type=contiguous];
-"432 unsqueeze_7" [id=432, type=unsqueeze];
-"433 sigmoid_3" [id=433, type=sigmoid];
-"434 mul_6" [id=434, type=mul];
-"435 pad_4" [id=435, type=pad];
-"436 roll_2" [id=436, type=roll];
-"437 view_17" [id=437, type=view];
-"438 permute_15" [id=438, type=permute];
-"439 reshape_13" [id=439, type=reshape];
-"440 reshape_13_0_0_nncf_smooth_quant_0" [id=440, type=call_module];
-"441 quantize_per_tensor_default_20" [id=441, type=quantize_per_tensor];
-"442 dequantize_per_tensor_default_20" [id=442, type=dequantize_per_tensor];
-"443 linear_21_scale_0" [id=443, type=get_attr];
-"444 linear_21_zero_point_0" [id=444, type=get_attr];
-"445 compressed_weight_updated_constant22" [id=445, type=get_attr];
-"446 quantize_per_channel_default_22" [id=446, type=quantize_per_channel];
-"447 dequantize_per_channel_default_22" [id=447, type=dequantize_per_channel];
-"448 _param_constant58_0_0" [id=448, type=get_attr];
-"449 linear_21" [id=449, type=linear];
-"450 reshape_14" [id=450, type=reshape];
-"451 permute_16" [id=451, type=permute];
-"452 select_9" [id=452, type=select];
-"453 select_10" [id=453, type=select];
-"454 select_11" [id=454, type=select];
-"455 linalg_vector_norm_6" [id=455, type=linalg_vector_norm];
-"456 clamp_min_6" [id=456, type=clamp_min];
-"457 expand_as_6" [id=457, type=expand_as];
-"458 div_6" [id=458, type=div];
-"459 quantize_per_tensor_default_21" [id=459, type=quantize_per_tensor];
-"460 dequantize_per_tensor_default_21" [id=460, type=dequantize_per_tensor];
-"461 linalg_vector_norm_7" [id=461, type=linalg_vector_norm];
-"462 clamp_min_7" [id=462, type=clamp_min];
-"463 expand_as_7" [id=463, type=expand_as];
-"464 div_7" [id=464, type=div];
-"465 quantize_per_tensor_default_22" [id=465, type=quantize_per_tensor];
-"466 dequantize_per_tensor_default_22" [id=466, type=dequantize_per_tensor];
-"467 transpose_6" [id=467, type=transpose];
-"468 matmul_6" [id=468, type=matmul];
-"469 _param_constant60" [id=469, type=get_attr];
-"470 clamp_3" [id=470, type=clamp];
-"471 exp_3" [id=471, type=exp];
-"472 mul_7" [id=472, type=mul];
-"473 add_10" [id=473, type=add];
-"474 new_zeros_1" [id=474, type=new_zeros];
-"475 view_18" [id=475, type=view];
-"476 permute_17" [id=476, type=permute];
-"477 reshape_15" [id=477, type=reshape];
-"478 unsqueeze_8" [id=478, type=unsqueeze];
-"479 unsqueeze_9" [id=479, type=unsqueeze];
-"480 sub_1" [id=480, type=sub];
-"481 ne_1" [id=481, type=ne];
-"482 masked_fill_2" [id=482, type=masked_fill];
-"483 eq_1" [id=483, type=eq];
-"484 masked_fill_3" [id=484, type=masked_fill];
-"485 view_19" [id=485, type=view];
-"486 unsqueeze_10" [id=486, type=unsqueeze];
-"487 unsqueeze_11" [id=487, type=unsqueeze];
-"488 add_11" [id=488, type=add];
-"489 view_20" [id=489, type=view];
-"490 softmax_3" [id=490, type=softmax];
-"491 dropout_12" [id=491, type=dropout];
-"492 matmul_7" [id=492, type=matmul];
-"493 transpose_7" [id=493, type=transpose];
-"494 reshape_16" [id=494, type=reshape];
-"495 reshape_16_0_0_nncf_smooth_quant_0" [id=495, type=call_module];
-"496 quantize_per_tensor_default_23" [id=496, type=quantize_per_tensor];
-"497 dequantize_per_tensor_default_23" [id=497, type=dequantize_per_tensor];
-"498 linear_22_scale_0" [id=498, type=get_attr];
-"499 linear_22_zero_point_0" [id=499, type=get_attr];
-"500 compressed_weight_updated_constant23" [id=500, type=get_attr];
-"501 quantize_per_channel_default_23" [id=501, type=quantize_per_channel];
-"502 dequantize_per_channel_default_23" [id=502, type=dequantize_per_channel];
-"503 _param_constant62_0_0" [id=503, type=get_attr];
-"504 linear_22" [id=504, type=linear];
-"505 dropout_13" [id=505, type=dropout];
-"506 view_21" [id=506, type=view];
-"507 permute_18" [id=507, type=permute];
-"508 reshape_17" [id=508, type=reshape];
-"509 roll_3" [id=509, type=roll];
-"510 slice_61" [id=510, type=slice];
-"511 slice_62" [id=511, type=slice];
-"512 slice_63" [id=512, type=slice];
-"513 slice_64" [id=513, type=slice];
-"514 contiguous_5" [id=514, type=contiguous];
-"515 _param_constant63" [id=515, type=get_attr];
-"516 _param_constant64" [id=516, type=get_attr];
-"517 layer_norm_8" [id=517, type=layer_norm];
-"518 add_12" [id=518, type=add];
-"519 add_12_0_0_nncf_smooth_quant_0" [id=519, type=call_module];
-"520 quantize_per_tensor_default_24" [id=520, type=quantize_per_tensor];
-"521 dequantize_per_tensor_default_24" [id=521, type=dequantize_per_tensor];
-"522 linear_23_scale_0" [id=522, type=get_attr];
-"523 linear_23_zero_point_0" [id=523, type=get_attr];
-"524 compressed_weight_updated_constant24" [id=524, type=get_attr];
-"525 quantize_per_channel_default_24" [id=525, type=quantize_per_channel];
-"526 dequantize_per_channel_default_24" [id=526, type=dequantize_per_channel];
-"527 _param_constant66_0_0" [id=527, type=get_attr];
-"528 linear_23" [id=528, type=linear];
-"529 gelu_3" [id=529, type=gelu];
-"530 dropout_14" [id=530, type=dropout];
-"531 dropout_14_0_0_nncf_smooth_quant_0" [id=531, type=call_module];
-"532 quantize_per_tensor_default_25" [id=532, type=quantize_per_tensor];
-"533 dequantize_per_tensor_default_25" [id=533, type=dequantize_per_tensor];
-"534 linear_24_scale_0" [id=534, type=get_attr];
-"535 linear_24_zero_point_0" [id=535, type=get_attr];
-"536 compressed_weight_updated_constant25" [id=536, type=get_attr];
-"537 quantize_per_channel_default_25" [id=537, type=quantize_per_channel];
-"538 dequantize_per_channel_default_25" [id=538, type=dequantize_per_channel];
-"539 _param_constant68_0_0" [id=539, type=get_attr];
-"540 linear_24" [id=540, type=linear];
-"541 dropout_15" [id=541, type=dropout];
-"542 _param_constant69" [id=542, type=get_attr];
-"543 _param_constant70" [id=543, type=get_attr];
-"544 layer_norm_9" [id=544, type=layer_norm];
-"545 add_13" [id=545, type=add];
-"546 pad_5" [id=546, type=pad];
-"547 slice_65" [id=547, type=slice];
-"548 slice_66" [id=548, type=slice];
-"549 slice_67" [id=549, type=slice];
-"550 slice_68" [id=550, type=slice];
-"551 slice_69" [id=551, type=slice];
-"552 slice_70" [id=552, type=slice];
-"553 slice_71" [id=553, type=slice];
-"554 slice_72" [id=554, type=slice];
-"555 slice_73" [id=555, type=slice];
-"556 slice_74" [id=556, type=slice];
-"557 slice_75" [id=557, type=slice];
-"558 slice_76" [id=558, type=slice];
-"559 cat_1" [id=559, type=cat];
-"560 cat_1_0_0_nncf_smooth_quant_0" [id=560, type=call_module];
-"561 quantize_per_tensor_default_26" [id=561, type=quantize_per_tensor];
-"562 dequantize_per_tensor_default_26" [id=562, type=dequantize_per_tensor];
-"563 linear_25_scale_0" [id=563, type=get_attr];
-"564 linear_25_zero_point_0" [id=564, type=get_attr];
-"565 compressed_weight_updated_constant26" [id=565, type=get_attr];
-"566 quantize_per_channel_default_26" [id=566, type=quantize_per_channel];
-"567 dequantize_per_channel_default_26" [id=567, type=dequantize_per_channel];
-"568 linear_25" [id=568, type=linear];
-"569 _param_constant72" [id=569, type=get_attr];
-"570 _param_constant73" [id=570, type=get_attr];
-"571 layer_norm_10" [id=571, type=layer_norm];
-"572 _tensor_constant26" [id=572, type=get_attr];
-"573 _tensor_constant26_0_0_nncf_smooth_quant_0" [id=573, type=call_module];
-"574 linear_26_scale_0" [id=574, type=get_attr];
-"575 linear_26_zero_point_0" [id=575, type=get_attr];
-"576 compressed_weight_updated_constant27" [id=576, type=get_attr];
-"577 quantize_per_channel_default_27" [id=577, type=quantize_per_channel];
-"578 dequantize_per_channel_default_27" [id=578, type=dequantize_per_channel];
-"579 _param_constant75_0_0" [id=579, type=get_attr];
-"580 linear_26" [id=580, type=linear];
-"581 relu__4" [id=581, type=relu_];
-"582 relu__4_0_0_nncf_smooth_quant_0" [id=582, type=call_module];
-"583 linear_27_scale_0" [id=583, type=get_attr];
-"584 linear_27_zero_point_0" [id=584, type=get_attr];
-"585 compressed_weight_updated_constant28" [id=585, type=get_attr];
-"586 quantize_per_channel_default_28" [id=586, type=quantize_per_channel];
-"587 dequantize_per_channel_default_28" [id=587, type=dequantize_per_channel];
-"588 linear_27" [id=588, type=linear];
-"589 view_22" [id=589, type=view];
-"590 _tensor_constant27" [id=590, type=get_attr];
-"591 index_4" [id=591, type=index];
-"592 view_23" [id=592, type=view];
-"593 permute_19" [id=593, type=permute];
-"594 contiguous_6" [id=594, type=contiguous];
-"595 unsqueeze_12" [id=595, type=unsqueeze];
-"596 sigmoid_4" [id=596, type=sigmoid];
-"597 mul_8" [id=597, type=mul];
-"598 pad_6" [id=598, type=pad];
-"599 view_24" [id=599, type=view];
-"600 permute_20" [id=600, type=permute];
-"601 reshape_18" [id=601, type=reshape];
-"602 reshape_18_0_0_nncf_smooth_quant_0" [id=602, type=call_module];
-"603 quantize_per_tensor_default_27" [id=603, type=quantize_per_tensor];
-"604 dequantize_per_tensor_default_27" [id=604, type=dequantize_per_tensor];
-"605 linear_28_scale_0" [id=605, type=get_attr];
-"606 linear_28_zero_point_0" [id=606, type=get_attr];
-"607 compressed_weight_updated_constant29" [id=607, type=get_attr];
-"608 quantize_per_channel_default_29" [id=608, type=quantize_per_channel];
-"609 dequantize_per_channel_default_29" [id=609, type=dequantize_per_channel];
-"610 _param_constant77_0_0" [id=610, type=get_attr];
-"611 linear_28" [id=611, type=linear];
-"612 reshape_19" [id=612, type=reshape];
-"613 permute_21" [id=613, type=permute];
-"614 select_12" [id=614, type=select];
-"615 select_13" [id=615, type=select];
-"616 select_14" [id=616, type=select];
-"617 linalg_vector_norm_8" [id=617, type=linalg_vector_norm];
-"618 clamp_min_8" [id=618, type=clamp_min];
-"619 expand_as_8" [id=619, type=expand_as];
-"620 div_8" [id=620, type=div];
-"621 quantize_per_tensor_default_28" [id=621, type=quantize_per_tensor];
-"622 dequantize_per_tensor_default_28" [id=622, type=dequantize_per_tensor];
-"623 linalg_vector_norm_9" [id=623, type=linalg_vector_norm];
-"624 clamp_min_9" [id=624, type=clamp_min];
-"625 expand_as_9" [id=625, type=expand_as];
-"626 div_9" [id=626, type=div];
-"627 quantize_per_tensor_default_29" [id=627, type=quantize_per_tensor];
-"628 dequantize_per_tensor_default_29" [id=628, type=dequantize_per_tensor];
-"629 transpose_8" [id=629, type=transpose];
-"630 matmul_8" [id=630, type=matmul];
-"631 _param_constant79" [id=631, type=get_attr];
-"632 clamp_4" [id=632, type=clamp];
-"633 exp_4" [id=633, type=exp];
-"634 mul_9" [id=634, type=mul];
-"635 add_14" [id=635, type=add];
-"636 softmax_4" [id=636, type=softmax];
-"637 dropout_16" [id=637, type=dropout];
-"638 matmul_9" [id=638, type=matmul];
-"639 transpose_9" [id=639, type=transpose];
-"640 reshape_20" [id=640, type=reshape];
-"641 reshape_20_0_0_nncf_smooth_quant_0" [id=641, type=call_module];
-"642 quantize_per_tensor_default_30" [id=642, type=quantize_per_tensor];
-"643 dequantize_per_tensor_default_30" [id=643, type=dequantize_per_tensor];
-"644 linear_29_scale_0" [id=644, type=get_attr];
-"645 linear_29_zero_point_0" [id=645, type=get_attr];
-"646 compressed_weight_updated_constant30" [id=646, type=get_attr];
-"647 quantize_per_channel_default_30" [id=647, type=quantize_per_channel];
-"648 dequantize_per_channel_default_30" [id=648, type=dequantize_per_channel];
-"649 _param_constant81_0_0" [id=649, type=get_attr];
-"650 linear_29" [id=650, type=linear];
-"651 dropout_17" [id=651, type=dropout];
-"652 view_25" [id=652, type=view];
-"653 permute_22" [id=653, type=permute];
-"654 reshape_21" [id=654, type=reshape];
-"655 slice_78" [id=655, type=slice];
-"656 slice_79" [id=656, type=slice];
-"657 slice_80" [id=657, type=slice];
-"658 slice_81" [id=658, type=slice];
-"659 contiguous_7" [id=659, type=contiguous];
-"660 _param_constant82" [id=660, type=get_attr];
-"661 _param_constant83" [id=661, type=get_attr];
-"662 layer_norm_11" [id=662, type=layer_norm];
-"663 add_15" [id=663, type=add];
-"664 add_15_0_0_nncf_smooth_quant_0" [id=664, type=call_module];
-"665 quantize_per_tensor_default_31" [id=665, type=quantize_per_tensor];
-"666 dequantize_per_tensor_default_31" [id=666, type=dequantize_per_tensor];
-"667 linear_30_scale_0" [id=667, type=get_attr];
-"668 linear_30_zero_point_0" [id=668, type=get_attr];
-"669 compressed_weight_updated_constant31" [id=669, type=get_attr];
-"670 quantize_per_channel_default_31" [id=670, type=quantize_per_channel];
-"671 dequantize_per_channel_default_31" [id=671, type=dequantize_per_channel];
-"672 _param_constant85_0_0" [id=672, type=get_attr];
-"673 linear_30" [id=673, type=linear];
-"674 gelu_4" [id=674, type=gelu];
-"675 dropout_18" [id=675, type=dropout];
-"676 dropout_18_0_0_nncf_smooth_quant_0" [id=676, type=call_module];
-"677 quantize_per_tensor_default_32" [id=677, type=quantize_per_tensor];
-"678 dequantize_per_tensor_default_32" [id=678, type=dequantize_per_tensor];
-"679 linear_31_scale_0" [id=679, type=get_attr];
-"680 linear_31_zero_point_0" [id=680, type=get_attr];
-"681 compressed_weight_updated_constant32" [id=681, type=get_attr];
-"682 quantize_per_channel_default_32" [id=682, type=quantize_per_channel];
-"683 dequantize_per_channel_default_32" [id=683, type=dequantize_per_channel];
-"684 _param_constant87_0_0" [id=684, type=get_attr];
-"685 linear_31" [id=685, type=linear];
-"686 dropout_19" [id=686, type=dropout];
-"687 _param_constant88" [id=687, type=get_attr];
-"688 _param_constant89" [id=688, type=get_attr];
-"689 layer_norm_12" [id=689, type=layer_norm];
-"690 add_16" [id=690, type=add];
-"691 _tensor_constant28" [id=691, type=get_attr];
-"692 _tensor_constant28_0_0_nncf_smooth_quant_0" [id=692, type=call_module];
-"693 linear_32_scale_0" [id=693, type=get_attr];
-"694 linear_32_zero_point_0" [id=694, type=get_attr];
-"695 compressed_weight_updated_constant33" [id=695, type=get_attr];
-"696 quantize_per_channel_default_33" [id=696, type=quantize_per_channel];
-"697 dequantize_per_channel_default_33" [id=697, type=dequantize_per_channel];
-"698 _param_constant91_0_0" [id=698, type=get_attr];
-"699 linear_32" [id=699, type=linear];
-"700 relu__5" [id=700, type=relu_];
-"701 relu__5_0_0_nncf_smooth_quant_0" [id=701, type=call_module];
-"702 linear_33_scale_0" [id=702, type=get_attr];
-"703 linear_33_zero_point_0" [id=703, type=get_attr];
-"704 compressed_weight_updated_constant34" [id=704, type=get_attr];
-"705 quantize_per_channel_default_34" [id=705, type=quantize_per_channel];
-"706 dequantize_per_channel_default_34" [id=706, type=dequantize_per_channel];
-"707 linear_33" [id=707, type=linear];
-"708 view_26" [id=708, type=view];
-"709 _tensor_constant29" [id=709, type=get_attr];
-"710 index_5" [id=710, type=index];
-"711 view_27" [id=711, type=view];
-"712 permute_23" [id=712, type=permute];
-"713 contiguous_8" [id=713, type=contiguous];
-"714 unsqueeze_13" [id=714, type=unsqueeze];
-"715 sigmoid_5" [id=715, type=sigmoid];
-"716 mul_10" [id=716, type=mul];
-"717 pad_7" [id=717, type=pad];
-"718 roll_4" [id=718, type=roll];
-"719 view_28" [id=719, type=view];
-"720 permute_24" [id=720, type=permute];
-"721 reshape_22" [id=721, type=reshape];
-"722 reshape_22_0_0_nncf_smooth_quant_0" [id=722, type=call_module];
-"723 quantize_per_tensor_default_33" [id=723, type=quantize_per_tensor];
-"724 dequantize_per_tensor_default_33" [id=724, type=dequantize_per_tensor];
-"725 linear_34_scale_0" [id=725, type=get_attr];
-"726 linear_34_zero_point_0" [id=726, type=get_attr];
-"727 compressed_weight_updated_constant35" [id=727, type=get_attr];
-"728 quantize_per_channel_default_35" [id=728, type=quantize_per_channel];
-"729 dequantize_per_channel_default_35" [id=729, type=dequantize_per_channel];
-"730 _param_constant93_0_0" [id=730, type=get_attr];
-"731 linear_34" [id=731, type=linear];
-"732 reshape_23" [id=732, type=reshape];
-"733 permute_25" [id=733, type=permute];
-"734 select_15" [id=734, type=select];
-"735 select_16" [id=735, type=select];
-"736 select_17" [id=736, type=select];
-"737 linalg_vector_norm_10" [id=737, type=linalg_vector_norm];
-"738 clamp_min_10" [id=738, type=clamp_min];
-"739 expand_as_10" [id=739, type=expand_as];
-"740 div_10" [id=740, type=div];
-"741 quantize_per_tensor_default_34" [id=741, type=quantize_per_tensor];
-"742 dequantize_per_tensor_default_34" [id=742, type=dequantize_per_tensor];
-"743 linalg_vector_norm_11" [id=743, type=linalg_vector_norm];
-"744 clamp_min_11" [id=744, type=clamp_min];
-"745 expand_as_11" [id=745, type=expand_as];
-"746 div_11" [id=746, type=div];
-"747 quantize_per_tensor_default_35" [id=747, type=quantize_per_tensor];
-"748 dequantize_per_tensor_default_35" [id=748, type=dequantize_per_tensor];
-"749 transpose_10" [id=749, type=transpose];
-"750 matmul_10" [id=750, type=matmul];
-"751 _param_constant95" [id=751, type=get_attr];
-"752 clamp_5" [id=752, type=clamp];
-"753 exp_5" [id=753, type=exp];
-"754 mul_11" [id=754, type=mul];
-"755 add_17" [id=755, type=add];
-"756 new_zeros_2" [id=756, type=new_zeros];
-"757 view_29" [id=757, type=view];
-"758 permute_26" [id=758, type=permute];
-"759 reshape_24" [id=759, type=reshape];
-"760 unsqueeze_14" [id=760, type=unsqueeze];
-"761 unsqueeze_15" [id=761, type=unsqueeze];
-"762 sub_2" [id=762, type=sub];
-"763 ne_2" [id=763, type=ne];
-"764 masked_fill_4" [id=764, type=masked_fill];
-"765 eq_2" [id=765, type=eq];
-"766 masked_fill_5" [id=766, type=masked_fill];
-"767 view_30" [id=767, type=view];
-"768 unsqueeze_16" [id=768, type=unsqueeze];
-"769 unsqueeze_17" [id=769, type=unsqueeze];
-"770 add_18" [id=770, type=add];
-"771 view_31" [id=771, type=view];
-"772 softmax_5" [id=772, type=softmax];
-"773 dropout_20" [id=773, type=dropout];
-"774 matmul_11" [id=774, type=matmul];
-"775 transpose_11" [id=775, type=transpose];
-"776 reshape_25" [id=776, type=reshape];
-"777 reshape_25_0_0_nncf_smooth_quant_0" [id=777, type=call_module];
-"778 quantize_per_tensor_default_36" [id=778, type=quantize_per_tensor];
-"779 dequantize_per_tensor_default_36" [id=779, type=dequantize_per_tensor];
-"780 linear_35_scale_0" [id=780, type=get_attr];
-"781 linear_35_zero_point_0" [id=781, type=get_attr];
-"782 compressed_weight_updated_constant36" [id=782, type=get_attr];
-"783 quantize_per_channel_default_36" [id=783, type=quantize_per_channel];
-"784 dequantize_per_channel_default_36" [id=784, type=dequantize_per_channel];
-"785 _param_constant97_0_0" [id=785, type=get_attr];
-"786 linear_35" [id=786, type=linear];
-"787 dropout_21" [id=787, type=dropout];
-"788 view_32" [id=788, type=view];
-"789 permute_27" [id=789, type=permute];
-"790 reshape_26" [id=790, type=reshape];
-"791 roll_5" [id=791, type=roll];
-"792 slice_101" [id=792, type=slice];
-"793 slice_102" [id=793, type=slice];
-"794 slice_103" [id=794, type=slice];
-"795 slice_104" [id=795, type=slice];
-"796 contiguous_9" [id=796, type=contiguous];
-"797 _param_constant98" [id=797, type=get_attr];
-"798 _param_constant99" [id=798, type=get_attr];
-"799 layer_norm_13" [id=799, type=layer_norm];
-"800 add_19" [id=800, type=add];
-"801 add_19_0_0_nncf_smooth_quant_0" [id=801, type=call_module];
-"802 quantize_per_tensor_default_37" [id=802, type=quantize_per_tensor];
-"803 dequantize_per_tensor_default_37" [id=803, type=dequantize_per_tensor];
-"804 linear_36_scale_0" [id=804, type=get_attr];
-"805 linear_36_zero_point_0" [id=805, type=get_attr];
-"806 compressed_weight_updated_constant37" [id=806, type=get_attr];
-"807 quantize_per_channel_default_37" [id=807, type=quantize_per_channel];
-"808 dequantize_per_channel_default_37" [id=808, type=dequantize_per_channel];
-"809 _param_constant101_0_0" [id=809, type=get_attr];
-"810 linear_36" [id=810, type=linear];
-"811 gelu_5" [id=811, type=gelu];
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-"814 quantize_per_tensor_default_38" [id=814, type=quantize_per_tensor];
-"815 dequantize_per_tensor_default_38" [id=815, type=dequantize_per_tensor];
-"816 linear_37_scale_0" [id=816, type=get_attr];
-"817 linear_37_zero_point_0" [id=817, type=get_attr];
-"818 compressed_weight_updated_constant38" [id=818, type=get_attr];
-"819 quantize_per_channel_default_38" [id=819, type=quantize_per_channel];
-"820 dequantize_per_channel_default_38" [id=820, type=dequantize_per_channel];
-"821 _param_constant103_0_0" [id=821, type=get_attr];
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-"827 add_20" [id=827, type=add];
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-"830 linear_38_scale_0" [id=830, type=get_attr];
-"831 linear_38_zero_point_0" [id=831, type=get_attr];
-"832 compressed_weight_updated_constant39" [id=832, type=get_attr];
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-"835 _param_constant107_0_0" [id=835, type=get_attr];
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-"840 linear_39_zero_point_0" [id=840, type=get_attr];
-"841 compressed_weight_updated_constant40" [id=841, type=get_attr];
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-"856 permute_29" [id=856, type=permute];
-"857 reshape_27" [id=857, type=reshape];
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-"879 linalg_vector_norm_13" [id=879, type=linalg_vector_norm];
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+"2387 dequantize_per_tensor_default_141" [id=2387, type=dequantize_per_tensor];
+"2388 linear_140_scale_0" [id=2388, type=get_attr];
+"2389 linear_140_zero_point_0" [id=2389, type=get_attr];
+"2390 compressed_weight_updated_constant95" [id=2390, type=get_attr];
+"2391 quantize_per_channel_default_95" [id=2391, type=quantize_per_channel];
+"2392 dequantize_per_channel_default_95" [id=2392, type=dequantize_per_channel];
+"2393 _param_constant378_0_0" [id=2393, type=get_attr];
+"2394 linear_140" [id=2394, type=linear];
+"2395 dropout_91" [id=2395, type=dropout];
+"2396 _param_constant379" [id=2396, type=get_attr];
+"2397 _param_constant380" [id=2397, type=get_attr];
+"2398 layer_norm_49" [id=2398, type=layer_norm];
+"2399 add_79" [id=2399, type=add];
+"2400 _frozen_param191" [id=2400, type=get_attr];
+"2401 pad_26" [id=2401, type=pad];
+"2402 view_127" [id=2402, type=view];
+"2403 permute_105" [id=2403, type=permute];
+"2404 reshape_103" [id=2404, type=reshape];
+"2405 reshape_103_0_0_nncf_smooth_quant_0" [id=2405, type=call_module];
+"2406 quantize_per_tensor_default_142" [id=2406, type=quantize_per_tensor];
+"2407 dequantize_per_tensor_default_142" [id=2407, type=dequantize_per_tensor];
+"2408 linear_143_scale_0" [id=2408, type=get_attr];
+"2409 linear_143_zero_point_0" [id=2409, type=get_attr];
+"2410 compressed_weight_updated_constant96" [id=2410, type=get_attr];
+"2411 quantize_per_channel_default_96" [id=2411, type=quantize_per_channel];
+"2412 dequantize_per_channel_default_96" [id=2412, type=dequantize_per_channel];
+"2413 _frozen_param192_0_0" [id=2413, type=get_attr];
+"2414 linear_143" [id=2414, type=linear];
+"2415 reshape_104" [id=2415, type=reshape];
+"2416 permute_106" [id=2416, type=permute];
+"2417 select_69" [id=2417, type=select];
+"2418 select_70" [id=2418, type=select];
+"2419 select_71" [id=2419, type=select];
+"2420 linalg_vector_norm_46" [id=2420, type=linalg_vector_norm];
+"2421 clamp_min_46" [id=2421, type=clamp_min];
+"2422 expand_as_46" [id=2422, type=expand_as];
+"2423 div_46" [id=2423, type=div];
+"2424 quantize_per_tensor_default_143" [id=2424, type=quantize_per_tensor];
+"2425 dequantize_per_tensor_default_143" [id=2425, type=dequantize_per_tensor];
+"2426 linalg_vector_norm_47" [id=2426, type=linalg_vector_norm];
+"2427 clamp_min_47" [id=2427, type=clamp_min];
+"2428 expand_as_47" [id=2428, type=expand_as];
+"2429 div_47" [id=2429, type=div];
+"2430 quantize_per_tensor_default_144" [id=2430, type=quantize_per_tensor];
+"2431 dequantize_per_tensor_default_144" [id=2431, type=dequantize_per_tensor];
+"2432 transpose_46" [id=2432, type=transpose];
+"2433 matmul_46" [id=2433, type=matmul];
+"2434 _frozen_param194" [id=2434, type=get_attr];
+"2435 mul_47" [id=2435, type=mul];
+"2436 add_80" [id=2436, type=add];
+"2437 softmax_23" [id=2437, type=softmax];
+"2438 dropout_92" [id=2438, type=dropout];
+"2439 matmul_47" [id=2439, type=matmul];
+"2440 transpose_47" [id=2440, type=transpose];
+"2441 reshape_105" [id=2441, type=reshape];
+"2442 reshape_105_0_0_nncf_smooth_quant_0" [id=2442, type=call_module];
+"2443 quantize_per_tensor_default_145" [id=2443, type=quantize_per_tensor];
+"2444 dequantize_per_tensor_default_145" [id=2444, type=dequantize_per_tensor];
+"2445 linear_144_scale_0" [id=2445, type=get_attr];
+"2446 linear_144_zero_point_0" [id=2446, type=get_attr];
+"2447 compressed_weight_updated_constant97" [id=2447, type=get_attr];
+"2448 quantize_per_channel_default_97" [id=2448, type=quantize_per_channel];
+"2449 dequantize_per_channel_default_97" [id=2449, type=dequantize_per_channel];
+"2450 _param_constant388_0_0" [id=2450, type=get_attr];
+"2451 linear_144" [id=2451, type=linear];
+"2452 dropout_93" [id=2452, type=dropout];
+"2453 view_128" [id=2453, type=view];
+"2454 permute_107" [id=2454, type=permute];
+"2455 reshape_106" [id=2455, type=reshape];
+"2456 slice_347" [id=2456, type=slice];
+"2457 slice_348" [id=2457, type=slice];
+"2458 slice_349" [id=2458, type=slice];
+"2459 slice_350" [id=2459, type=slice];
+"2460 contiguous_45" [id=2460, type=contiguous];
+"2461 _param_constant389" [id=2461, type=get_attr];
+"2462 _param_constant390" [id=2462, type=get_attr];
+"2463 layer_norm_50" [id=2463, type=layer_norm];
+"2464 add_81" [id=2464, type=add];
+"2465 add_81_0_0_nncf_smooth_quant_0" [id=2465, type=call_module];
+"2466 quantize_per_tensor_default_146" [id=2466, type=quantize_per_tensor];
+"2467 dequantize_per_tensor_default_146" [id=2467, type=dequantize_per_tensor];
+"2468 linear_145_scale_0" [id=2468, type=get_attr];
+"2469 linear_145_zero_point_0" [id=2469, type=get_attr];
+"2470 compressed_weight_updated_constant98" [id=2470, type=get_attr];
+"2471 quantize_per_channel_default_98" [id=2471, type=quantize_per_channel];
+"2472 dequantize_per_channel_default_98" [id=2472, type=dequantize_per_channel];
+"2473 _param_constant392_0_0" [id=2473, type=get_attr];
+"2474 linear_145" [id=2474, type=linear];
+"2475 gelu_23" [id=2475, type=gelu];
+"2476 dropout_94" [id=2476, type=dropout];
+"2477 dropout_94_0_0_nncf_smooth_quant_0" [id=2477, type=call_module];
+"2478 quantize_per_tensor_default_147" [id=2478, type=quantize_per_tensor];
+"2479 dequantize_per_tensor_default_147" [id=2479, type=dequantize_per_tensor];
+"2480 linear_146_scale_0" [id=2480, type=get_attr];
+"2481 linear_146_zero_point_0" [id=2481, type=get_attr];
+"2482 compressed_weight_updated_constant99" [id=2482, type=get_attr];
+"2483 quantize_per_channel_default_99" [id=2483, type=quantize_per_channel];
+"2484 dequantize_per_channel_default_99" [id=2484, type=dequantize_per_channel];
+"2485 _param_constant394_0_0" [id=2485, type=get_attr];
+"2486 linear_146" [id=2486, type=linear];
+"2487 dropout_95" [id=2487, type=dropout];
+"2488 _param_constant395" [id=2488, type=get_attr];
+"2489 _param_constant396" [id=2489, type=get_attr];
+"2490 layer_norm_51" [id=2490, type=layer_norm];
+"2491 add_82" [id=2491, type=add];
+"2492 _param_constant397" [id=2492, type=get_attr];
+"2493 _param_constant398" [id=2493, type=get_attr];
+"2494 layer_norm_52" [id=2494, type=layer_norm];
+"2495 permute_108" [id=2495, type=permute];
+"2496 adaptive_avg_pool2d" [id=2496, type=adaptive_avg_pool2d];
+"2497 flatten" [id=2497, type=flatten];
+"2498 flatten_0_0_nncf_smooth_quant_0" [id=2498, type=call_module];
+"2499 quantize_per_tensor_default_148" [id=2499, type=quantize_per_tensor];
+"2500 dequantize_per_tensor_default_148" [id=2500, type=dequantize_per_tensor];
+"2501 linear_147_scale_0" [id=2501, type=get_attr];
+"2502 linear_147_zero_point_0" [id=2502, type=get_attr];
+"2503 compressed_weight_updated_constant100" [id=2503, type=get_attr];
+"2504 quantize_per_channel_default_100" [id=2504, type=quantize_per_channel];
+"2505 dequantize_per_channel_default_100" [id=2505, type=dequantize_per_channel];
+"2506 _param_constant400_0_0" [id=2506, type=get_attr];
+"2507 linear_147" [id=2507, type=linear];
+"2508 output" [id=2508, type=output];
 "0 arg0_1" -> "1 quantize_per_tensor_default"  [label="(1, 3, 224, 224)", style=solid];
 "1 quantize_per_tensor_default" -> "2 dequantize_per_tensor_default"  [label="(1, 3, 224, 224)", style=solid];
 "2 dequantize_per_tensor_default" -> "9 conv2d"  [label="(1, 3, 224, 224)", style=solid];
@@ -3171,3688 +2523,2944 @@ strict digraph  {
 "10 permute" -> "13 layer_norm"  [label="(1, 56, 56, 96)", style=solid];
 "11 _param_constant2" -> "13 layer_norm"  [label="(96,)", style=solid];
 "12 _param_constant3" -> "13 layer_norm"  [label="(96,)", style=solid];
-"13 layer_norm" -> "40 pad"  [label="(1, 56, 56, 96)", style=solid];
-"13 layer_norm" -> "102 add_1"  [label="(1, 56, 56, 96)", style=solid];
-"14 _tensor_constant0" -> "15 _tensor_constant0_0_0_nncf_smooth_quant_0"  [label="(1, 15, 15, 2)", style=solid];
-"15 _tensor_constant0_0_0_nncf_smooth_quant_0" -> "22 linear"  [label="(1, 15, 15, 2)", style=solid];
-"16 linear_scale_0" -> "19 quantize_per_channel_default_1"  [label="(512,)", style=solid];
-"16 linear_scale_0" -> "20 dequantize_per_channel_default_1"  [label="(512,)", style=solid];
-"17 linear_zero_point_0" -> "19 quantize_per_channel_default_1"  [label="(512,)", style=solid];
-"17 linear_zero_point_0" -> "20 dequantize_per_channel_default_1"  [label="(512,)", style=solid];
-"18 compressed_weight_updated_constant1" -> "19 quantize_per_channel_default_1"  [label="(512, 2)", style=solid];
-"19 quantize_per_channel_default_1" -> "20 dequantize_per_channel_default_1"  [label="(512, 2)", style=solid];
-"20 dequantize_per_channel_default_1" -> "22 linear"  [label="(512, 2)", style=solid];
-"21 _param_constant5_0_0" -> "22 linear"  [label="(512,)", style=solid];
-"22 linear" -> "23 relu_"  [label="(1, 15, 15, 512)", style=solid];
-"23 relu_" -> "24 relu__0_0_nncf_smooth_quant_0"  [label="(1, 15, 15, 512)", style=solid];
-"24 relu__0_0_nncf_smooth_quant_0" -> "30 linear_1"  [label="(1, 15, 15, 512)", style=solid];
-"25 linear_1_scale_0" -> "28 quantize_per_channel_default_2"  [label="(3,)", style=solid];
-"25 linear_1_scale_0" -> "29 dequantize_per_channel_default_2"  [label="(3,)", style=solid];
-"26 linear_1_zero_point_0" -> "28 quantize_per_channel_default_2"  [label="(3,)", style=solid];
-"26 linear_1_zero_point_0" -> "29 dequantize_per_channel_default_2"  [label="(3,)", style=solid];
-"27 compressed_weight_updated_constant2" -> "28 quantize_per_channel_default_2"  [label="(3, 512)", style=solid];
-"28 quantize_per_channel_default_2" -> "29 dequantize_per_channel_default_2"  [label="(3, 512)", style=solid];
-"29 dequantize_per_channel_default_2" -> "30 linear_1"  [label="(3, 512)", style=solid];
-"30 linear_1" -> "31 view"  [label="(1, 15, 15, 3)", style=solid];
-"31 view" -> "33 index"  [label="(225, 3)", style=solid];
-"32 _tensor_constant1" -> "33 index"  [label="(4096,)", style=solid];
-"33 index" -> "34 view_1"  [label="(4096, 3)", style=solid];
-"34 view_1" -> "35 permute_1"  [label="(64, 64, 3)", style=solid];
-"35 permute_1" -> "36 contiguous"  [label="(3, 64, 64)", style=solid];
-"36 contiguous" -> "37 unsqueeze"  [label="(3, 64, 64)", style=solid];
-"37 unsqueeze" -> "38 sigmoid"  [label="(1, 3, 64, 64)", style=solid];
-"38 sigmoid" -> "39 mul"  [label="(1, 3, 64, 64)", style=solid];
-"39 mul" -> "77 add"  [label="(1, 3, 64, 64)", style=solid];
-"40 pad" -> "41 view_2"  [label="(1, 56, 56, 96)", style=solid];
-"41 view_2" -> "42 permute_2"  [label="(1, 7, 8, 7, 8, 96)", style=solid];
-"42 permute_2" -> "43 reshape"  [label="(1, 7, 7, 8, 8, 96)", style=solid];
-"43 reshape" -> "44 reshape_0_0_nncf_smooth_quant_0"  [label="(49, 64, 96)", style=solid];
-"44 reshape_0_0_nncf_smooth_quant_0" -> "45 quantize_per_tensor_default_1"  [label="(49, 64, 96)", style=solid];
-"45 quantize_per_tensor_default_1" -> "46 dequantize_per_tensor_default_1"  [label="(49, 64, 96)", style=solid];
-"46 dequantize_per_tensor_default_1" -> "53 linear_2"  [label="(49, 64, 96)", style=solid];
-"47 linear_2_scale_0" -> "50 quantize_per_channel_default_3"  [label="(288,)", style=solid];
-"47 linear_2_scale_0" -> "51 dequantize_per_channel_default_3"  [label="(288,)", style=solid];
-"48 linear_2_zero_point_0" -> "50 quantize_per_channel_default_3"  [label="(288,)", style=solid];
-"48 linear_2_zero_point_0" -> "51 dequantize_per_channel_default_3"  [label="(288,)", style=solid];
-"49 compressed_weight_updated_constant3" -> "50 quantize_per_channel_default_3"  [label="(288, 96)", style=solid];
-"50 quantize_per_channel_default_3" -> "51 dequantize_per_channel_default_3"  [label="(288, 96)", style=solid];
-"51 dequantize_per_channel_default_3" -> "53 linear_2"  [label="(288, 96)", style=solid];
-"52 _param_constant7_0_0" -> "53 linear_2"  [label="(288,)", style=solid];
-"53 linear_2" -> "54 reshape_1"  [label="(49, 64, 288)", style=solid];
-"54 reshape_1" -> "55 permute_3"  [label="(49, 64, 3, 3, 32)", style=solid];
-"55 permute_3" -> "56 select"  [label="(3, 49, 3, 64, 32)", style=solid];
-"55 permute_3" -> "57 select_1"  [label="(3, 49, 3, 64, 32)", style=solid];
-"55 permute_3" -> "58 select_2"  [label="(3, 49, 3, 64, 32)", style=solid];
-"56 select" -> "59 linalg_vector_norm"  [label="(49, 3, 64, 32)", style=solid];
-"56 select" -> "61 expand_as"  [label="(49, 3, 64, 32)", style=solid];
-"56 select" -> "62 div"  [label="(49, 3, 64, 32)", style=solid];
-"57 select_1" -> "65 linalg_vector_norm_1"  [label="(49, 3, 64, 32)", style=solid];
-"57 select_1" -> "67 expand_as_1"  [label="(49, 3, 64, 32)", style=solid];
-"57 select_1" -> "68 div_1"  [label="(49, 3, 64, 32)", style=solid];
-"58 select_2" -> "80 matmul_1"  [label="(49, 3, 64, 32)", style=solid];
-"59 linalg_vector_norm" -> "60 clamp_min"  [label="(49, 3, 64, 1)", style=solid];
-"60 clamp_min" -> "61 expand_as"  [label="(49, 3, 64, 1)", style=solid];
-"61 expand_as" -> "62 div"  [label="(49, 3, 64, 32)", style=solid];
-"62 div" -> "63 quantize_per_tensor_default_2"  [label="(49, 3, 64, 32)", style=solid];
-"63 quantize_per_tensor_default_2" -> "64 dequantize_per_tensor_default_2"  [label="(49, 3, 64, 32)", style=solid];
-"64 dequantize_per_tensor_default_2" -> "72 matmul"  [label="(49, 3, 64, 32)", style=solid];
-"65 linalg_vector_norm_1" -> "66 clamp_min_1"  [label="(49, 3, 64, 1)", style=solid];
-"66 clamp_min_1" -> "67 expand_as_1"  [label="(49, 3, 64, 1)", style=solid];
-"67 expand_as_1" -> "68 div_1"  [label="(49, 3, 64, 32)", style=solid];
-"68 div_1" -> "69 quantize_per_tensor_default_3"  [label="(49, 3, 64, 32)", style=solid];
-"69 quantize_per_tensor_default_3" -> "70 dequantize_per_tensor_default_3"  [label="(49, 3, 64, 32)", style=solid];
-"70 dequantize_per_tensor_default_3" -> "71 transpose"  [label="(49, 3, 64, 32)", style=solid];
-"71 transpose" -> "72 matmul"  [label="(49, 3, 32, 64)", style=solid];
-"72 matmul" -> "76 mul_1"  [label="(49, 3, 64, 64)", style=solid];
-"73 _param_constant9" -> "74 clamp"  [label="(3, 1, 1)", style=solid];
-"74 clamp" -> "75 exp"  [label="(3, 1, 1)", style=solid];
-"75 exp" -> "76 mul_1"  [label="(3, 1, 1)", style=solid];
-"76 mul_1" -> "77 add"  [label="(49, 3, 64, 64)", style=solid];
-"77 add" -> "78 softmax"  [label="(49, 3, 64, 64)", style=solid];
-"78 softmax" -> "79 dropout"  [label="(49, 3, 64, 64)", style=solid];
-"79 dropout" -> "80 matmul_1"  [label="(49, 3, 64, 64)", style=solid];
-"80 matmul_1" -> "81 transpose_1"  [label="(49, 3, 64, 32)", style=solid];
-"81 transpose_1" -> "82 reshape_2"  [label="(49, 64, 3, 32)", style=solid];
-"82 reshape_2" -> "83 reshape_2_0_0_nncf_smooth_quant_0"  [label="(49, 64, 96)", style=solid];
-"83 reshape_2_0_0_nncf_smooth_quant_0" -> "84 quantize_per_tensor_default_4"  [label="(49, 64, 96)", style=solid];
-"84 quantize_per_tensor_default_4" -> "85 dequantize_per_tensor_default_4"  [label="(49, 64, 96)", style=solid];
-"85 dequantize_per_tensor_default_4" -> "92 linear_3"  [label="(49, 64, 96)", style=solid];
-"86 linear_3_scale_0" -> "89 quantize_per_channel_default_4"  [label="(96,)", style=solid];
-"86 linear_3_scale_0" -> "90 dequantize_per_channel_default_4"  [label="(96,)", style=solid];
-"87 linear_3_zero_point_0" -> "89 quantize_per_channel_default_4"  [label="(96,)", style=solid];
-"87 linear_3_zero_point_0" -> "90 dequantize_per_channel_default_4"  [label="(96,)", style=solid];
-"88 compressed_weight_updated_constant4" -> "89 quantize_per_channel_default_4"  [label="(96, 96)", style=solid];
-"89 quantize_per_channel_default_4" -> "90 dequantize_per_channel_default_4"  [label="(96, 96)", style=solid];
-"90 dequantize_per_channel_default_4" -> "92 linear_3"  [label="(96, 96)", style=solid];
-"91 _param_constant11_0_0" -> "92 linear_3"  [label="(96,)", style=solid];
-"92 linear_3" -> "93 dropout_1"  [label="(49, 64, 96)", style=solid];
-"93 dropout_1" -> "94 view_3"  [label="(49, 64, 96)", style=solid];
-"94 view_3" -> "95 permute_4"  [label="(1, 7, 7, 8, 8, 96)", style=solid];
-"95 permute_4" -> "96 reshape_3"  [label="(1, 7, 8, 7, 8, 96)", style=solid];
-"96 reshape_3" -> "97 slice_2"  [label="(1, 56, 56, 96)", style=solid];
-"97 slice_2" -> "98 slice_3"  [label="(1, 56, 56, 96)", style=solid];
-"98 slice_3" -> "101 layer_norm_1"  [label="(1, 56, 56, 96)", style=solid];
-"99 _param_constant12" -> "101 layer_norm_1"  [label="(96,)", style=solid];
-"100 _param_constant13" -> "101 layer_norm_1"  [label="(96,)", style=solid];
-"101 layer_norm_1" -> "102 add_1"  [label="(1, 56, 56, 96)", style=solid];
-"102 add_1" -> "103 add_1_0_0_nncf_smooth_quant_0"  [label="(1, 56, 56, 96)", style=solid];
-"102 add_1" -> "129 add_2"  [label="(1, 56, 56, 96)", style=solid];
-"103 add_1_0_0_nncf_smooth_quant_0" -> "104 quantize_per_tensor_default_5"  [label="(1, 56, 56, 96)", style=solid];
-"104 quantize_per_tensor_default_5" -> "105 dequantize_per_tensor_default_5"  [label="(1, 56, 56, 96)", style=solid];
-"105 dequantize_per_tensor_default_5" -> "112 linear_4"  [label="(1, 56, 56, 96)", style=solid];
-"106 linear_4_scale_0" -> "109 quantize_per_channel_default_5"  [label="(384,)", style=solid];
-"106 linear_4_scale_0" -> "110 dequantize_per_channel_default_5"  [label="(384,)", style=solid];
-"107 linear_4_zero_point_0" -> "109 quantize_per_channel_default_5"  [label="(384,)", style=solid];
-"107 linear_4_zero_point_0" -> "110 dequantize_per_channel_default_5"  [label="(384,)", style=solid];
-"108 compressed_weight_updated_constant5" -> "109 quantize_per_channel_default_5"  [label="(384, 96)", style=solid];
-"109 quantize_per_channel_default_5" -> "110 dequantize_per_channel_default_5"  [label="(384, 96)", style=solid];
-"110 dequantize_per_channel_default_5" -> "112 linear_4"  [label="(384, 96)", style=solid];
-"111 _param_constant15_0_0" -> "112 linear_4"  [label="(384,)", style=solid];
-"112 linear_4" -> "113 gelu"  [label="(1, 56, 56, 384)", style=solid];
-"113 gelu" -> "114 dropout_2"  [label="(1, 56, 56, 384)", style=solid];
-"114 dropout_2" -> "115 dropout_2_0_0_nncf_smooth_quant_0"  [label="(1, 56, 56, 384)", style=solid];
-"115 dropout_2_0_0_nncf_smooth_quant_0" -> "116 quantize_per_tensor_default_6"  [label="(1, 56, 56, 384)", style=solid];
-"116 quantize_per_tensor_default_6" -> "117 dequantize_per_tensor_default_6"  [label="(1, 56, 56, 384)", style=solid];
-"117 dequantize_per_tensor_default_6" -> "124 linear_5"  [label="(1, 56, 56, 384)", style=solid];
-"118 linear_5_scale_0" -> "121 quantize_per_channel_default_6"  [label="(96,)", style=solid];
-"118 linear_5_scale_0" -> "122 dequantize_per_channel_default_6"  [label="(96,)", style=solid];
-"119 linear_5_zero_point_0" -> "121 quantize_per_channel_default_6"  [label="(96,)", style=solid];
-"119 linear_5_zero_point_0" -> "122 dequantize_per_channel_default_6"  [label="(96,)", style=solid];
-"120 compressed_weight_updated_constant6" -> "121 quantize_per_channel_default_6"  [label="(96, 384)", style=solid];
-"121 quantize_per_channel_default_6" -> "122 dequantize_per_channel_default_6"  [label="(96, 384)", style=solid];
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+"2351 quantize_per_tensor_default_139" -> "2352 dequantize_per_tensor_default_139"  [label="(1, 64, 768)", style=solid];
+"2352 dequantize_per_tensor_default_139" -> "2359 linear_138"  [label="(1, 64, 768)", style=solid];
+"2353 linear_138_scale_0" -> "2356 quantize_per_channel_default_93"  [label="(768,)", style=solid];
+"2353 linear_138_scale_0" -> "2357 dequantize_per_channel_default_93"  [label="(768,)", style=solid];
+"2354 linear_138_zero_point_0" -> "2356 quantize_per_channel_default_93"  [label="(768,)", style=solid];
+"2354 linear_138_zero_point_0" -> "2357 dequantize_per_channel_default_93"  [label="(768,)", style=solid];
+"2355 compressed_weight_updated_constant93" -> "2356 quantize_per_channel_default_93"  [label="(768, 768)", style=solid];
+"2356 quantize_per_channel_default_93" -> "2357 dequantize_per_channel_default_93"  [label="(768, 768)", style=solid];
+"2357 dequantize_per_channel_default_93" -> "2359 linear_138"  [label="(768, 768)", style=solid];
+"2358 _param_constant372_0_0" -> "2359 linear_138"  [label="(768,)", style=solid];
+"2359 linear_138" -> "2360 dropout_89"  [label="(1, 64, 768)", style=solid];
+"2360 dropout_89" -> "2361 view_124"  [label="(1, 64, 768)", style=solid];
+"2361 view_124" -> "2362 permute_103"  [label="(1, 1, 1, 8, 8, 768)", style=solid];
+"2362 permute_103" -> "2363 reshape_102"  [label="(1, 1, 8, 1, 8, 768)", style=solid];
+"2363 reshape_102" -> "2364 slice_342"  [label="(1, 8, 8, 768)", style=solid];
+"2364 slice_342" -> "2365 slice_343"  [label="(1, 8, 8, 768)", style=solid];
+"2365 slice_343" -> "2366 slice_344"  [label="(1, 7, 8, 768)", style=solid];
+"2366 slice_344" -> "2367 slice_345"  [label="(1, 7, 7, 768)", style=solid];
+"2367 slice_345" -> "2368 contiguous_43"  [label="(1, 7, 7, 768)", style=solid];
+"2368 contiguous_43" -> "2371 layer_norm_48"  [label="(1, 7, 7, 768)", style=solid];
+"2369 _param_constant373" -> "2371 layer_norm_48"  [label="(768,)", style=solid];
+"2370 _param_constant374" -> "2371 layer_norm_48"  [label="(768,)", style=solid];
+"2371 layer_norm_48" -> "2372 add_78"  [label="(1, 7, 7, 768)", style=solid];
+"2372 add_78" -> "2373 add_78_0_0_nncf_smooth_quant_0"  [label="(1, 7, 7, 768)", style=solid];
+"2372 add_78" -> "2399 add_79"  [label="(1, 7, 7, 768)", style=solid];
+"2373 add_78_0_0_nncf_smooth_quant_0" -> "2374 quantize_per_tensor_default_140"  [label="(1, 7, 7, 768)", style=solid];
+"2374 quantize_per_tensor_default_140" -> "2375 dequantize_per_tensor_default_140"  [label="(1, 7, 7, 768)", style=solid];
+"2375 dequantize_per_tensor_default_140" -> "2382 linear_139"  [label="(1, 7, 7, 768)", style=solid];
+"2376 linear_139_scale_0" -> "2379 quantize_per_channel_default_94"  [label="(3072,)", style=solid];
+"2376 linear_139_scale_0" -> "2380 dequantize_per_channel_default_94"  [label="(3072,)", style=solid];
+"2377 linear_139_zero_point_0" -> "2379 quantize_per_channel_default_94"  [label="(3072,)", style=solid];
+"2377 linear_139_zero_point_0" -> "2380 dequantize_per_channel_default_94"  [label="(3072,)", style=solid];
+"2378 compressed_weight_updated_constant94" -> "2379 quantize_per_channel_default_94"  [label="(3072, 768)", style=solid];
+"2379 quantize_per_channel_default_94" -> "2380 dequantize_per_channel_default_94"  [label="(3072, 768)", style=solid];
+"2380 dequantize_per_channel_default_94" -> "2382 linear_139"  [label="(3072, 768)", style=solid];
+"2381 _param_constant376_0_0" -> "2382 linear_139"  [label="(3072,)", style=solid];
+"2382 linear_139" -> "2383 gelu_22"  [label="(1, 7, 7, 3072)", style=solid];
+"2383 gelu_22" -> "2384 dropout_90"  [label="(1, 7, 7, 3072)", style=solid];
+"2384 dropout_90" -> "2385 dropout_90_0_0_nncf_smooth_quant_0"  [label="(1, 7, 7, 3072)", style=solid];
+"2385 dropout_90_0_0_nncf_smooth_quant_0" -> "2386 quantize_per_tensor_default_141"  [label="(1, 7, 7, 3072)", style=solid];
+"2386 quantize_per_tensor_default_141" -> "2387 dequantize_per_tensor_default_141"  [label="(1, 7, 7, 3072)", style=solid];
+"2387 dequantize_per_tensor_default_141" -> "2394 linear_140"  [label="(1, 7, 7, 3072)", style=solid];
+"2388 linear_140_scale_0" -> "2391 quantize_per_channel_default_95"  [label="(768,)", style=solid];
+"2388 linear_140_scale_0" -> "2392 dequantize_per_channel_default_95"  [label="(768,)", style=solid];
+"2389 linear_140_zero_point_0" -> "2391 quantize_per_channel_default_95"  [label="(768,)", style=solid];
+"2389 linear_140_zero_point_0" -> "2392 dequantize_per_channel_default_95"  [label="(768,)", style=solid];
+"2390 compressed_weight_updated_constant95" -> "2391 quantize_per_channel_default_95"  [label="(768, 3072)", style=solid];
+"2391 quantize_per_channel_default_95" -> "2392 dequantize_per_channel_default_95"  [label="(768, 3072)", style=solid];
+"2392 dequantize_per_channel_default_95" -> "2394 linear_140"  [label="(768, 3072)", style=solid];
+"2393 _param_constant378_0_0" -> "2394 linear_140"  [label="(768,)", style=solid];
+"2394 linear_140" -> "2395 dropout_91"  [label="(1, 7, 7, 768)", style=solid];
+"2395 dropout_91" -> "2398 layer_norm_49"  [label="(1, 7, 7, 768)", style=solid];
+"2396 _param_constant379" -> "2398 layer_norm_49"  [label="(768,)", style=solid];
+"2397 _param_constant380" -> "2398 layer_norm_49"  [label="(768,)", style=solid];
+"2398 layer_norm_49" -> "2399 add_79"  [label="(1, 7, 7, 768)", style=solid];
+"2399 add_79" -> "2401 pad_26"  [label="(1, 7, 7, 768)", style=solid];
+"2399 add_79" -> "2464 add_81"  [label="(1, 7, 7, 768)", style=solid];
+"2400 _frozen_param191" -> "2436 add_80"  [label="(1, 24, 64, 64)", style=solid];
+"2401 pad_26" -> "2402 view_127"  [label="(1, 8, 8, 768)", style=solid];
+"2402 view_127" -> "2403 permute_105"  [label="(1, 1, 8, 1, 8, 768)", style=solid];
+"2403 permute_105" -> "2404 reshape_103"  [label="(1, 1, 1, 8, 8, 768)", style=solid];
+"2404 reshape_103" -> "2405 reshape_103_0_0_nncf_smooth_quant_0"  [label="(1, 64, 768)", style=solid];
+"2405 reshape_103_0_0_nncf_smooth_quant_0" -> "2406 quantize_per_tensor_default_142"  [label="(1, 64, 768)", style=solid];
+"2406 quantize_per_tensor_default_142" -> "2407 dequantize_per_tensor_default_142"  [label="(1, 64, 768)", style=solid];
+"2407 dequantize_per_tensor_default_142" -> "2414 linear_143"  [label="(1, 64, 768)", style=solid];
+"2408 linear_143_scale_0" -> "2411 quantize_per_channel_default_96"  [label="(2304,)", style=solid];
+"2408 linear_143_scale_0" -> "2412 dequantize_per_channel_default_96"  [label="(2304,)", style=solid];
+"2409 linear_143_zero_point_0" -> "2411 quantize_per_channel_default_96"  [label="(2304,)", style=solid];
+"2409 linear_143_zero_point_0" -> "2412 dequantize_per_channel_default_96"  [label="(2304,)", style=solid];
+"2410 compressed_weight_updated_constant96" -> "2411 quantize_per_channel_default_96"  [label="(2304, 768)", style=solid];
+"2411 quantize_per_channel_default_96" -> "2412 dequantize_per_channel_default_96"  [label="(2304, 768)", style=solid];
+"2412 dequantize_per_channel_default_96" -> "2414 linear_143"  [label="(2304, 768)", style=solid];
+"2413 _frozen_param192_0_0" -> "2414 linear_143"  [label="(2304,)", style=solid];
+"2414 linear_143" -> "2415 reshape_104"  [label="(1, 64, 2304)", style=solid];
+"2415 reshape_104" -> "2416 permute_106"  [label="(1, 64, 3, 24, 32)", style=solid];
+"2416 permute_106" -> "2417 select_69"  [label="(3, 1, 24, 64, 32)", style=solid];
+"2416 permute_106" -> "2418 select_70"  [label="(3, 1, 24, 64, 32)", style=solid];
+"2416 permute_106" -> "2419 select_71"  [label="(3, 1, 24, 64, 32)", style=solid];
+"2417 select_69" -> "2420 linalg_vector_norm_46"  [label="(1, 24, 64, 32)", style=solid];
+"2417 select_69" -> "2422 expand_as_46"  [label="(1, 24, 64, 32)", style=solid];
+"2417 select_69" -> "2423 div_46"  [label="(1, 24, 64, 32)", style=solid];
+"2418 select_70" -> "2426 linalg_vector_norm_47"  [label="(1, 24, 64, 32)", style=solid];
+"2418 select_70" -> "2428 expand_as_47"  [label="(1, 24, 64, 32)", style=solid];
+"2418 select_70" -> "2429 div_47"  [label="(1, 24, 64, 32)", style=solid];
+"2419 select_71" -> "2439 matmul_47"  [label="(1, 24, 64, 32)", style=solid];
+"2420 linalg_vector_norm_46" -> "2421 clamp_min_46"  [label="(1, 24, 64, 1)", style=solid];
+"2421 clamp_min_46" -> "2422 expand_as_46"  [label="(1, 24, 64, 1)", style=solid];
+"2422 expand_as_46" -> "2423 div_46"  [label="(1, 24, 64, 32)", style=solid];
+"2423 div_46" -> "2424 quantize_per_tensor_default_143"  [label="(1, 24, 64, 32)", style=solid];
+"2424 quantize_per_tensor_default_143" -> "2425 dequantize_per_tensor_default_143"  [label="(1, 24, 64, 32)", style=solid];
+"2425 dequantize_per_tensor_default_143" -> "2433 matmul_46"  [label="(1, 24, 64, 32)", style=solid];
+"2426 linalg_vector_norm_47" -> "2427 clamp_min_47"  [label="(1, 24, 64, 1)", style=solid];
+"2427 clamp_min_47" -> "2428 expand_as_47"  [label="(1, 24, 64, 1)", style=solid];
+"2428 expand_as_47" -> "2429 div_47"  [label="(1, 24, 64, 32)", style=solid];
+"2429 div_47" -> "2430 quantize_per_tensor_default_144"  [label="(1, 24, 64, 32)", style=solid];
+"2430 quantize_per_tensor_default_144" -> "2431 dequantize_per_tensor_default_144"  [label="(1, 24, 64, 32)", style=solid];
+"2431 dequantize_per_tensor_default_144" -> "2432 transpose_46"  [label="(1, 24, 64, 32)", style=solid];
+"2432 transpose_46" -> "2433 matmul_46"  [label="(1, 24, 32, 64)", style=solid];
+"2433 matmul_46" -> "2435 mul_47"  [label="(1, 24, 64, 64)", style=solid];
+"2434 _frozen_param194" -> "2435 mul_47"  [label="(24, 1, 1)", style=solid];
+"2435 mul_47" -> "2436 add_80"  [label="(1, 24, 64, 64)", style=solid];
+"2436 add_80" -> "2437 softmax_23"  [label="(1, 24, 64, 64)", style=solid];
+"2437 softmax_23" -> "2438 dropout_92"  [label="(1, 24, 64, 64)", style=solid];
+"2438 dropout_92" -> "2439 matmul_47"  [label="(1, 24, 64, 64)", style=solid];
+"2439 matmul_47" -> "2440 transpose_47"  [label="(1, 24, 64, 32)", style=solid];
+"2440 transpose_47" -> "2441 reshape_105"  [label="(1, 64, 24, 32)", style=solid];
+"2441 reshape_105" -> "2442 reshape_105_0_0_nncf_smooth_quant_0"  [label="(1, 64, 768)", style=solid];
+"2442 reshape_105_0_0_nncf_smooth_quant_0" -> "2443 quantize_per_tensor_default_145"  [label="(1, 64, 768)", style=solid];
+"2443 quantize_per_tensor_default_145" -> "2444 dequantize_per_tensor_default_145"  [label="(1, 64, 768)", style=solid];
+"2444 dequantize_per_tensor_default_145" -> "2451 linear_144"  [label="(1, 64, 768)", style=solid];
+"2445 linear_144_scale_0" -> "2448 quantize_per_channel_default_97"  [label="(768,)", style=solid];
+"2445 linear_144_scale_0" -> "2449 dequantize_per_channel_default_97"  [label="(768,)", style=solid];
+"2446 linear_144_zero_point_0" -> "2448 quantize_per_channel_default_97"  [label="(768,)", style=solid];
+"2446 linear_144_zero_point_0" -> "2449 dequantize_per_channel_default_97"  [label="(768,)", style=solid];
+"2447 compressed_weight_updated_constant97" -> "2448 quantize_per_channel_default_97"  [label="(768, 768)", style=solid];
+"2448 quantize_per_channel_default_97" -> "2449 dequantize_per_channel_default_97"  [label="(768, 768)", style=solid];
+"2449 dequantize_per_channel_default_97" -> "2451 linear_144"  [label="(768, 768)", style=solid];
+"2450 _param_constant388_0_0" -> "2451 linear_144"  [label="(768,)", style=solid];
+"2451 linear_144" -> "2452 dropout_93"  [label="(1, 64, 768)", style=solid];
+"2452 dropout_93" -> "2453 view_128"  [label="(1, 64, 768)", style=solid];
+"2453 view_128" -> "2454 permute_107"  [label="(1, 1, 1, 8, 8, 768)", style=solid];
+"2454 permute_107" -> "2455 reshape_106"  [label="(1, 1, 8, 1, 8, 768)", style=solid];
+"2455 reshape_106" -> "2456 slice_347"  [label="(1, 8, 8, 768)", style=solid];
+"2456 slice_347" -> "2457 slice_348"  [label="(1, 8, 8, 768)", style=solid];
+"2457 slice_348" -> "2458 slice_349"  [label="(1, 7, 8, 768)", style=solid];
+"2458 slice_349" -> "2459 slice_350"  [label="(1, 7, 7, 768)", style=solid];
+"2459 slice_350" -> "2460 contiguous_45"  [label="(1, 7, 7, 768)", style=solid];
+"2460 contiguous_45" -> "2463 layer_norm_50"  [label="(1, 7, 7, 768)", style=solid];
+"2461 _param_constant389" -> "2463 layer_norm_50"  [label="(768,)", style=solid];
+"2462 _param_constant390" -> "2463 layer_norm_50"  [label="(768,)", style=solid];
+"2463 layer_norm_50" -> "2464 add_81"  [label="(1, 7, 7, 768)", style=solid];
+"2464 add_81" -> "2465 add_81_0_0_nncf_smooth_quant_0"  [label="(1, 7, 7, 768)", style=solid];
+"2464 add_81" -> "2491 add_82"  [label="(1, 7, 7, 768)", style=solid];
+"2465 add_81_0_0_nncf_smooth_quant_0" -> "2466 quantize_per_tensor_default_146"  [label="(1, 7, 7, 768)", style=solid];
+"2466 quantize_per_tensor_default_146" -> "2467 dequantize_per_tensor_default_146"  [label="(1, 7, 7, 768)", style=solid];
+"2467 dequantize_per_tensor_default_146" -> "2474 linear_145"  [label="(1, 7, 7, 768)", style=solid];
+"2468 linear_145_scale_0" -> "2471 quantize_per_channel_default_98"  [label="(3072,)", style=solid];
+"2468 linear_145_scale_0" -> "2472 dequantize_per_channel_default_98"  [label="(3072,)", style=solid];
+"2469 linear_145_zero_point_0" -> "2471 quantize_per_channel_default_98"  [label="(3072,)", style=solid];
+"2469 linear_145_zero_point_0" -> "2472 dequantize_per_channel_default_98"  [label="(3072,)", style=solid];
+"2470 compressed_weight_updated_constant98" -> "2471 quantize_per_channel_default_98"  [label="(3072, 768)", style=solid];
+"2471 quantize_per_channel_default_98" -> "2472 dequantize_per_channel_default_98"  [label="(3072, 768)", style=solid];
+"2472 dequantize_per_channel_default_98" -> "2474 linear_145"  [label="(3072, 768)", style=solid];
+"2473 _param_constant392_0_0" -> "2474 linear_145"  [label="(3072,)", style=solid];
+"2474 linear_145" -> "2475 gelu_23"  [label="(1, 7, 7, 3072)", style=solid];
+"2475 gelu_23" -> "2476 dropout_94"  [label="(1, 7, 7, 3072)", style=solid];
+"2476 dropout_94" -> "2477 dropout_94_0_0_nncf_smooth_quant_0"  [label="(1, 7, 7, 3072)", style=solid];
+"2477 dropout_94_0_0_nncf_smooth_quant_0" -> "2478 quantize_per_tensor_default_147"  [label="(1, 7, 7, 3072)", style=solid];
+"2478 quantize_per_tensor_default_147" -> "2479 dequantize_per_tensor_default_147"  [label="(1, 7, 7, 3072)", style=solid];
+"2479 dequantize_per_tensor_default_147" -> "2486 linear_146"  [label="(1, 7, 7, 3072)", style=solid];
+"2480 linear_146_scale_0" -> "2483 quantize_per_channel_default_99"  [label="(768,)", style=solid];
+"2480 linear_146_scale_0" -> "2484 dequantize_per_channel_default_99"  [label="(768,)", style=solid];
+"2481 linear_146_zero_point_0" -> "2483 quantize_per_channel_default_99"  [label="(768,)", style=solid];
+"2481 linear_146_zero_point_0" -> "2484 dequantize_per_channel_default_99"  [label="(768,)", style=solid];
+"2482 compressed_weight_updated_constant99" -> "2483 quantize_per_channel_default_99"  [label="(768, 3072)", style=solid];
+"2483 quantize_per_channel_default_99" -> "2484 dequantize_per_channel_default_99"  [label="(768, 3072)", style=solid];
+"2484 dequantize_per_channel_default_99" -> "2486 linear_146"  [label="(768, 3072)", style=solid];
+"2485 _param_constant394_0_0" -> "2486 linear_146"  [label="(768,)", style=solid];
+"2486 linear_146" -> "2487 dropout_95"  [label="(1, 7, 7, 768)", style=solid];
+"2487 dropout_95" -> "2490 layer_norm_51"  [label="(1, 7, 7, 768)", style=solid];
+"2488 _param_constant395" -> "2490 layer_norm_51"  [label="(768,)", style=solid];
+"2489 _param_constant396" -> "2490 layer_norm_51"  [label="(768,)", style=solid];
+"2490 layer_norm_51" -> "2491 add_82"  [label="(1, 7, 7, 768)", style=solid];
+"2491 add_82" -> "2494 layer_norm_52"  [label="(1, 7, 7, 768)", style=solid];
+"2492 _param_constant397" -> "2494 layer_norm_52"  [label="(768,)", style=solid];
+"2493 _param_constant398" -> "2494 layer_norm_52"  [label="(768,)", style=solid];
+"2494 layer_norm_52" -> "2495 permute_108"  [label="(1, 7, 7, 768)", style=solid];
+"2495 permute_108" -> "2496 adaptive_avg_pool2d"  [label="(1, 768, 7, 7)", style=solid];
+"2496 adaptive_avg_pool2d" -> "2497 flatten"  [label="(1, 768, 1, 1)", style=solid];
+"2497 flatten" -> "2498 flatten_0_0_nncf_smooth_quant_0"  [label="(1, 768)", style=solid];
+"2498 flatten_0_0_nncf_smooth_quant_0" -> "2499 quantize_per_tensor_default_148"  [label="(1, 768)", style=solid];
+"2499 quantize_per_tensor_default_148" -> "2500 dequantize_per_tensor_default_148"  [label="(1, 768)", style=solid];
+"2500 dequantize_per_tensor_default_148" -> "2507 linear_147"  [label="(1, 768)", style=solid];
+"2501 linear_147_scale_0" -> "2504 quantize_per_channel_default_100"  [label="(1000,)", style=solid];
+"2501 linear_147_scale_0" -> "2505 dequantize_per_channel_default_100"  [label="(1000,)", style=solid];
+"2502 linear_147_zero_point_0" -> "2504 quantize_per_channel_default_100"  [label="(1000,)", style=solid];
+"2502 linear_147_zero_point_0" -> "2505 dequantize_per_channel_default_100"  [label="(1000,)", style=solid];
+"2503 compressed_weight_updated_constant100" -> "2504 quantize_per_channel_default_100"  [label="(1000, 768)", style=solid];
+"2504 quantize_per_channel_default_100" -> "2505 dequantize_per_channel_default_100"  [label="(1000, 768)", style=solid];
+"2505 dequantize_per_channel_default_100" -> "2507 linear_147"  [label="(1000, 768)", style=solid];
+"2506 _param_constant400_0_0" -> "2507 linear_147"  [label="(1000,)", style=solid];
+"2507 linear_147" -> "2508 output"  [label="(1, 1000)", style=solid];
 }
diff --git a/tests/torch/data/reference_graphs/fx/quantized/vit_b_16.dot b/tests/torch/data/reference_graphs/fx/quantized/vit_b_16.dot
index 2fe2b1db30f..501d066ef82 100644
--- a/tests/torch/data/reference_graphs/fx/quantized/vit_b_16.dot
+++ b/tests/torch/data/reference_graphs/fx/quantized/vit_b_16.dot
@@ -11,976 +11,975 @@ strict digraph  {
 "9 conv2d" [id=9, type=conv2d];
 "10 reshape" [id=10, type=reshape];
 "11 permute" [id=11, type=permute];
-"12 _param_constant2" [id=12, type=get_attr];
-"13 expand" [id=13, type=expand];
-"14 cat" [id=14, type=cat];
-"15 _param_constant3" [id=15, type=get_attr];
-"16 add" [id=16, type=add];
-"17 dropout" [id=17, type=dropout];
-"18 _param_constant4" [id=18, type=get_attr];
-"19 _param_constant5" [id=19, type=get_attr];
-"20 layer_norm" [id=20, type=layer_norm];
-"21 transpose" [id=21, type=transpose];
-"22 transpose_0_0_nncf_smooth_quant_0" [id=22, type=call_module];
-"23 quantize_per_tensor_default_1" [id=23, type=quantize_per_tensor];
-"24 dequantize_per_tensor_default_1" [id=24, type=dequantize_per_tensor];
-"25 linear_scale_0" [id=25, type=get_attr];
-"26 linear_zero_point_0" [id=26, type=get_attr];
-"27 compressed_weight_updated_constant1" [id=27, type=get_attr];
-"28 quantize_per_channel_default_1" [id=28, type=quantize_per_channel];
-"29 dequantize_per_channel_default_1" [id=29, type=dequantize_per_channel];
-"30 _param_constant7_0_0" [id=30, type=get_attr];
-"31 linear" [id=31, type=linear];
-"32 unflatten" [id=32, type=unflatten];
-"33 unsqueeze" [id=33, type=unsqueeze];
-"34 transpose_1" [id=34, type=transpose];
-"35 squeeze" [id=35, type=squeeze];
-"36 contiguous" [id=36, type=contiguous];
-"37 quantize_per_tensor_default_2" [id=37, type=quantize_per_tensor];
-"38 dequantize_per_tensor_default_2" [id=38, type=dequantize_per_tensor];
-"39 select" [id=39, type=select];
-"40 quantize_per_tensor_default_3" [id=40, type=quantize_per_tensor];
-"41 dequantize_per_tensor_default_3" [id=41, type=dequantize_per_tensor];
-"42 select_1" [id=42, type=select];
-"43 select_2" [id=43, type=select];
-"44 view" [id=44, type=view];
-"45 transpose_2" [id=45, type=transpose];
-"46 view_1" [id=46, type=view];
-"47 transpose_3" [id=47, type=transpose];
-"48 view_2" [id=48, type=view];
-"49 transpose_4" [id=49, type=transpose];
-"50 view_3" [id=50, type=view];
-"51 view_4" [id=51, type=view];
-"52 view_5" [id=52, type=view];
-"53 scaled_dot_product_attention" [id=53, type=scaled_dot_product_attention];
-"54 permute_1" [id=54, type=permute];
-"55 view_6" [id=55, type=view];
-"56 view_6_0_0_nncf_smooth_quant_0" [id=56, type=call_module];
-"57 quantize_per_tensor_default_4" [id=57, type=quantize_per_tensor];
-"58 dequantize_per_tensor_default_4" [id=58, type=dequantize_per_tensor];
-"59 linear_1_scale_0" [id=59, type=get_attr];
-"60 linear_1_zero_point_0" [id=60, type=get_attr];
-"61 compressed_weight_updated_constant2" [id=61, type=get_attr];
-"62 quantize_per_channel_default_2" [id=62, type=quantize_per_channel];
-"63 dequantize_per_channel_default_2" [id=63, type=dequantize_per_channel];
-"64 _param_constant9_0_0" [id=64, type=get_attr];
-"65 linear_1" [id=65, type=linear];
-"66 view_7" [id=66, type=view];
-"67 transpose_5" [id=67, type=transpose];
-"68 dropout_1" [id=68, type=dropout];
-"69 add_1" [id=69, type=add];
-"70 _param_constant10" [id=70, type=get_attr];
-"71 _param_constant11" [id=71, type=get_attr];
-"72 layer_norm_1" [id=72, type=layer_norm];
-"73 layer_norm_1_0_0_nncf_smooth_quant_0" [id=73, type=call_module];
-"74 quantize_per_tensor_default_5" [id=74, type=quantize_per_tensor];
-"75 dequantize_per_tensor_default_5" [id=75, type=dequantize_per_tensor];
-"76 linear_2_scale_0" [id=76, type=get_attr];
-"77 linear_2_zero_point_0" [id=77, type=get_attr];
-"78 compressed_weight_updated_constant3" [id=78, type=get_attr];
-"79 quantize_per_channel_default_3" [id=79, type=quantize_per_channel];
-"80 dequantize_per_channel_default_3" [id=80, type=dequantize_per_channel];
-"81 _param_constant13_0_0" [id=81, type=get_attr];
-"82 linear_2" [id=82, type=linear];
-"83 gelu" [id=83, type=gelu];
-"84 dropout_2" [id=84, type=dropout];
-"85 dropout_2_0_0_nncf_smooth_quant_0" [id=85, type=call_module];
-"86 quantize_per_tensor_default_6" [id=86, type=quantize_per_tensor];
-"87 dequantize_per_tensor_default_6" [id=87, type=dequantize_per_tensor];
-"88 linear_3_scale_0" [id=88, type=get_attr];
-"89 linear_3_zero_point_0" [id=89, type=get_attr];
-"90 compressed_weight_updated_constant4" [id=90, type=get_attr];
-"91 quantize_per_channel_default_4" [id=91, type=quantize_per_channel];
-"92 dequantize_per_channel_default_4" [id=92, type=dequantize_per_channel];
-"93 _param_constant15_0_0" [id=93, type=get_attr];
-"94 linear_3" [id=94, type=linear];
-"95 dropout_3" [id=95, type=dropout];
-"96 add_2" [id=96, type=add];
-"97 _param_constant16" [id=97, type=get_attr];
-"98 _param_constant17" [id=98, type=get_attr];
-"99 layer_norm_2" [id=99, type=layer_norm];
-"100 transpose_6" [id=100, type=transpose];
-"101 transpose_6_0_0_nncf_smooth_quant_0" [id=101, type=call_module];
-"102 quantize_per_tensor_default_7" [id=102, type=quantize_per_tensor];
-"103 dequantize_per_tensor_default_7" [id=103, type=dequantize_per_tensor];
-"104 linear_4_scale_0" [id=104, type=get_attr];
-"105 linear_4_zero_point_0" [id=105, type=get_attr];
-"106 compressed_weight_updated_constant5" [id=106, type=get_attr];
-"107 quantize_per_channel_default_5" [id=107, type=quantize_per_channel];
-"108 dequantize_per_channel_default_5" [id=108, type=dequantize_per_channel];
-"109 _param_constant19_0_0" [id=109, type=get_attr];
-"110 linear_4" [id=110, type=linear];
-"111 unflatten_1" [id=111, type=unflatten];
-"112 unsqueeze_1" [id=112, type=unsqueeze];
-"113 transpose_7" [id=113, type=transpose];
-"114 squeeze_1" [id=114, type=squeeze];
-"115 contiguous_1" [id=115, type=contiguous];
-"116 quantize_per_tensor_default_8" [id=116, type=quantize_per_tensor];
-"117 dequantize_per_tensor_default_8" [id=117, type=dequantize_per_tensor];
-"118 select_3" [id=118, type=select];
-"119 quantize_per_tensor_default_9" [id=119, type=quantize_per_tensor];
-"120 dequantize_per_tensor_default_9" [id=120, type=dequantize_per_tensor];
-"121 select_4" [id=121, type=select];
-"122 select_5" [id=122, type=select];
-"123 view_8" [id=123, type=view];
-"124 transpose_8" [id=124, type=transpose];
-"125 view_9" [id=125, type=view];
-"126 transpose_9" [id=126, type=transpose];
-"127 view_10" [id=127, type=view];
-"128 transpose_10" [id=128, type=transpose];
-"129 view_11" [id=129, type=view];
-"130 view_12" [id=130, type=view];
-"131 view_13" [id=131, type=view];
-"132 scaled_dot_product_attention_1" [id=132, type=scaled_dot_product_attention];
-"133 permute_2" [id=133, type=permute];
-"134 view_14" [id=134, type=view];
-"135 view_14_0_0_nncf_smooth_quant_0" [id=135, type=call_module];
-"136 quantize_per_tensor_default_10" [id=136, type=quantize_per_tensor];
-"137 dequantize_per_tensor_default_10" [id=137, type=dequantize_per_tensor];
-"138 linear_5_scale_0" [id=138, type=get_attr];
-"139 linear_5_zero_point_0" [id=139, type=get_attr];
-"140 compressed_weight_updated_constant6" [id=140, type=get_attr];
-"141 quantize_per_channel_default_6" [id=141, type=quantize_per_channel];
-"142 dequantize_per_channel_default_6" [id=142, type=dequantize_per_channel];
-"143 _param_constant21_0_0" [id=143, type=get_attr];
-"144 linear_5" [id=144, type=linear];
-"145 view_15" [id=145, type=view];
-"146 transpose_11" [id=146, type=transpose];
-"147 dropout_4" [id=147, type=dropout];
-"148 add_3" [id=148, type=add];
-"149 _param_constant22" [id=149, type=get_attr];
-"150 _param_constant23" [id=150, type=get_attr];
-"151 layer_norm_3" [id=151, type=layer_norm];
-"152 layer_norm_3_0_0_nncf_smooth_quant_0" [id=152, type=call_module];
-"153 quantize_per_tensor_default_11" [id=153, type=quantize_per_tensor];
-"154 dequantize_per_tensor_default_11" [id=154, type=dequantize_per_tensor];
-"155 linear_6_scale_0" [id=155, type=get_attr];
-"156 linear_6_zero_point_0" [id=156, type=get_attr];
-"157 compressed_weight_updated_constant7" [id=157, type=get_attr];
-"158 quantize_per_channel_default_7" [id=158, type=quantize_per_channel];
-"159 dequantize_per_channel_default_7" [id=159, type=dequantize_per_channel];
-"160 _param_constant25_0_0" [id=160, type=get_attr];
-"161 linear_6" [id=161, type=linear];
-"162 gelu_1" [id=162, type=gelu];
-"163 dropout_5" [id=163, type=dropout];
-"164 dropout_5_0_0_nncf_smooth_quant_0" [id=164, type=call_module];
-"165 quantize_per_tensor_default_12" [id=165, type=quantize_per_tensor];
-"166 dequantize_per_tensor_default_12" [id=166, type=dequantize_per_tensor];
-"167 linear_7_scale_0" [id=167, type=get_attr];
-"168 linear_7_zero_point_0" [id=168, type=get_attr];
-"169 compressed_weight_updated_constant8" [id=169, type=get_attr];
-"170 quantize_per_channel_default_8" [id=170, type=quantize_per_channel];
-"171 dequantize_per_channel_default_8" [id=171, type=dequantize_per_channel];
-"172 _param_constant27_0_0" [id=172, type=get_attr];
-"173 linear_7" [id=173, type=linear];
-"174 dropout_6" [id=174, type=dropout];
-"175 add_4" [id=175, type=add];
-"176 _param_constant28" [id=176, type=get_attr];
-"177 _param_constant29" [id=177, type=get_attr];
-"178 layer_norm_4" [id=178, type=layer_norm];
-"179 transpose_12" [id=179, type=transpose];
-"180 transpose_12_0_0_nncf_smooth_quant_0" [id=180, type=call_module];
-"181 quantize_per_tensor_default_13" [id=181, type=quantize_per_tensor];
-"182 dequantize_per_tensor_default_13" [id=182, type=dequantize_per_tensor];
-"183 linear_8_scale_0" [id=183, type=get_attr];
-"184 linear_8_zero_point_0" [id=184, type=get_attr];
-"185 compressed_weight_updated_constant9" [id=185, type=get_attr];
-"186 quantize_per_channel_default_9" [id=186, type=quantize_per_channel];
-"187 dequantize_per_channel_default_9" [id=187, type=dequantize_per_channel];
-"188 _param_constant31_0_0" [id=188, type=get_attr];
-"189 linear_8" [id=189, type=linear];
-"190 unflatten_2" [id=190, type=unflatten];
-"191 unsqueeze_2" [id=191, type=unsqueeze];
-"192 transpose_13" [id=192, type=transpose];
-"193 squeeze_2" [id=193, type=squeeze];
-"194 contiguous_2" [id=194, type=contiguous];
-"195 quantize_per_tensor_default_14" [id=195, type=quantize_per_tensor];
-"196 dequantize_per_tensor_default_14" [id=196, type=dequantize_per_tensor];
-"197 select_6" [id=197, type=select];
-"198 quantize_per_tensor_default_15" [id=198, type=quantize_per_tensor];
-"199 dequantize_per_tensor_default_15" [id=199, type=dequantize_per_tensor];
-"200 select_7" [id=200, type=select];
-"201 select_8" [id=201, type=select];
-"202 view_16" [id=202, type=view];
-"203 transpose_14" [id=203, type=transpose];
-"204 view_17" [id=204, type=view];
-"205 transpose_15" [id=205, type=transpose];
-"206 view_18" [id=206, type=view];
-"207 transpose_16" [id=207, type=transpose];
-"208 view_19" [id=208, type=view];
-"209 view_20" [id=209, type=view];
-"210 view_21" [id=210, type=view];
-"211 scaled_dot_product_attention_2" [id=211, type=scaled_dot_product_attention];
-"212 permute_3" [id=212, type=permute];
-"213 view_22" [id=213, type=view];
-"214 view_22_0_0_nncf_smooth_quant_0" [id=214, type=call_module];
-"215 quantize_per_tensor_default_16" [id=215, type=quantize_per_tensor];
-"216 dequantize_per_tensor_default_16" [id=216, type=dequantize_per_tensor];
-"217 linear_9_scale_0" [id=217, type=get_attr];
-"218 linear_9_zero_point_0" [id=218, type=get_attr];
-"219 compressed_weight_updated_constant10" [id=219, type=get_attr];
-"220 quantize_per_channel_default_10" [id=220, type=quantize_per_channel];
-"221 dequantize_per_channel_default_10" [id=221, type=dequantize_per_channel];
-"222 _param_constant33_0_0" [id=222, type=get_attr];
-"223 linear_9" [id=223, type=linear];
-"224 view_23" [id=224, type=view];
-"225 transpose_17" [id=225, type=transpose];
-"226 dropout_7" [id=226, type=dropout];
-"227 add_5" [id=227, type=add];
-"228 _param_constant34" [id=228, type=get_attr];
-"229 _param_constant35" [id=229, type=get_attr];
-"230 layer_norm_5" [id=230, type=layer_norm];
-"231 layer_norm_5_0_0_nncf_smooth_quant_0" [id=231, type=call_module];
-"232 quantize_per_tensor_default_17" [id=232, type=quantize_per_tensor];
-"233 dequantize_per_tensor_default_17" [id=233, type=dequantize_per_tensor];
-"234 linear_10_scale_0" [id=234, type=get_attr];
-"235 linear_10_zero_point_0" [id=235, type=get_attr];
-"236 compressed_weight_updated_constant11" [id=236, type=get_attr];
-"237 quantize_per_channel_default_11" [id=237, type=quantize_per_channel];
-"238 dequantize_per_channel_default_11" [id=238, type=dequantize_per_channel];
-"239 _param_constant37_0_0" [id=239, type=get_attr];
-"240 linear_10" [id=240, type=linear];
-"241 gelu_2" [id=241, type=gelu];
-"242 dropout_8" [id=242, type=dropout];
-"243 dropout_8_0_0_nncf_smooth_quant_0" [id=243, type=call_module];
-"244 quantize_per_tensor_default_18" [id=244, type=quantize_per_tensor];
-"245 dequantize_per_tensor_default_18" [id=245, type=dequantize_per_tensor];
-"246 linear_11_scale_0" [id=246, type=get_attr];
-"247 linear_11_zero_point_0" [id=247, type=get_attr];
-"248 compressed_weight_updated_constant12" [id=248, type=get_attr];
-"249 quantize_per_channel_default_12" [id=249, type=quantize_per_channel];
-"250 dequantize_per_channel_default_12" [id=250, type=dequantize_per_channel];
-"251 _param_constant39_0_0" [id=251, type=get_attr];
-"252 linear_11" [id=252, type=linear];
-"253 dropout_9" [id=253, type=dropout];
-"254 add_6" [id=254, type=add];
-"255 _param_constant40" [id=255, type=get_attr];
-"256 _param_constant41" [id=256, type=get_attr];
-"257 layer_norm_6" [id=257, type=layer_norm];
-"258 transpose_18" [id=258, type=transpose];
-"259 transpose_18_0_0_nncf_smooth_quant_0" [id=259, type=call_module];
-"260 quantize_per_tensor_default_19" [id=260, type=quantize_per_tensor];
-"261 dequantize_per_tensor_default_19" [id=261, type=dequantize_per_tensor];
-"262 linear_12_scale_0" [id=262, type=get_attr];
-"263 linear_12_zero_point_0" [id=263, type=get_attr];
-"264 compressed_weight_updated_constant13" [id=264, type=get_attr];
-"265 quantize_per_channel_default_13" [id=265, type=quantize_per_channel];
-"266 dequantize_per_channel_default_13" [id=266, type=dequantize_per_channel];
-"267 _param_constant43_0_0" [id=267, type=get_attr];
-"268 linear_12" [id=268, type=linear];
-"269 unflatten_3" [id=269, type=unflatten];
-"270 unsqueeze_3" [id=270, type=unsqueeze];
-"271 transpose_19" [id=271, type=transpose];
-"272 squeeze_3" [id=272, type=squeeze];
-"273 contiguous_3" [id=273, type=contiguous];
-"274 quantize_per_tensor_default_20" [id=274, type=quantize_per_tensor];
-"275 dequantize_per_tensor_default_20" [id=275, type=dequantize_per_tensor];
-"276 select_9" [id=276, type=select];
-"277 quantize_per_tensor_default_21" [id=277, type=quantize_per_tensor];
-"278 dequantize_per_tensor_default_21" [id=278, type=dequantize_per_tensor];
-"279 select_10" [id=279, type=select];
-"280 select_11" [id=280, type=select];
-"281 view_24" [id=281, type=view];
-"282 transpose_20" [id=282, type=transpose];
-"283 view_25" [id=283, type=view];
-"284 transpose_21" [id=284, type=transpose];
-"285 view_26" [id=285, type=view];
-"286 transpose_22" [id=286, type=transpose];
-"287 view_27" [id=287, type=view];
-"288 view_28" [id=288, type=view];
-"289 view_29" [id=289, type=view];
-"290 scaled_dot_product_attention_3" [id=290, type=scaled_dot_product_attention];
-"291 permute_4" [id=291, type=permute];
-"292 view_30" [id=292, type=view];
-"293 view_30_0_0_nncf_smooth_quant_0" [id=293, type=call_module];
-"294 quantize_per_tensor_default_22" [id=294, type=quantize_per_tensor];
-"295 dequantize_per_tensor_default_22" [id=295, type=dequantize_per_tensor];
-"296 linear_13_scale_0" [id=296, type=get_attr];
-"297 linear_13_zero_point_0" [id=297, type=get_attr];
-"298 compressed_weight_updated_constant14" [id=298, type=get_attr];
-"299 quantize_per_channel_default_14" [id=299, type=quantize_per_channel];
-"300 dequantize_per_channel_default_14" [id=300, type=dequantize_per_channel];
-"301 _param_constant45_0_0" [id=301, type=get_attr];
-"302 linear_13" [id=302, type=linear];
-"303 view_31" [id=303, type=view];
-"304 transpose_23" [id=304, type=transpose];
-"305 dropout_10" [id=305, type=dropout];
-"306 add_7" [id=306, type=add];
-"307 _param_constant46" [id=307, type=get_attr];
-"308 _param_constant47" [id=308, type=get_attr];
-"309 layer_norm_7" [id=309, type=layer_norm];
-"310 layer_norm_7_0_0_nncf_smooth_quant_0" [id=310, type=call_module];
-"311 quantize_per_tensor_default_23" [id=311, type=quantize_per_tensor];
-"312 dequantize_per_tensor_default_23" [id=312, type=dequantize_per_tensor];
-"313 linear_14_scale_0" [id=313, type=get_attr];
-"314 linear_14_zero_point_0" [id=314, type=get_attr];
-"315 compressed_weight_updated_constant15" [id=315, type=get_attr];
-"316 quantize_per_channel_default_15" [id=316, type=quantize_per_channel];
-"317 dequantize_per_channel_default_15" [id=317, type=dequantize_per_channel];
-"318 _param_constant49_0_0" [id=318, type=get_attr];
-"319 linear_14" [id=319, type=linear];
-"320 gelu_3" [id=320, type=gelu];
-"321 dropout_11" [id=321, type=dropout];
-"322 dropout_11_0_0_nncf_smooth_quant_0" [id=322, type=call_module];
-"323 quantize_per_tensor_default_24" [id=323, type=quantize_per_tensor];
-"324 dequantize_per_tensor_default_24" [id=324, type=dequantize_per_tensor];
-"325 linear_15_scale_0" [id=325, type=get_attr];
-"326 linear_15_zero_point_0" [id=326, type=get_attr];
-"327 compressed_weight_updated_constant16" [id=327, type=get_attr];
-"328 quantize_per_channel_default_16" [id=328, type=quantize_per_channel];
-"329 dequantize_per_channel_default_16" [id=329, type=dequantize_per_channel];
-"330 _param_constant51_0_0" [id=330, type=get_attr];
-"331 linear_15" [id=331, type=linear];
-"332 dropout_12" [id=332, type=dropout];
-"333 add_8" [id=333, type=add];
-"334 _param_constant52" [id=334, type=get_attr];
-"335 _param_constant53" [id=335, type=get_attr];
-"336 layer_norm_8" [id=336, type=layer_norm];
-"337 transpose_24" [id=337, type=transpose];
-"338 transpose_24_0_0_nncf_smooth_quant_0" [id=338, type=call_module];
-"339 quantize_per_tensor_default_25" [id=339, type=quantize_per_tensor];
-"340 dequantize_per_tensor_default_25" [id=340, type=dequantize_per_tensor];
-"341 linear_16_scale_0" [id=341, type=get_attr];
-"342 linear_16_zero_point_0" [id=342, type=get_attr];
-"343 compressed_weight_updated_constant17" [id=343, type=get_attr];
-"344 quantize_per_channel_default_17" [id=344, type=quantize_per_channel];
-"345 dequantize_per_channel_default_17" [id=345, type=dequantize_per_channel];
-"346 _param_constant55_0_0" [id=346, type=get_attr];
-"347 linear_16" [id=347, type=linear];
-"348 unflatten_4" [id=348, type=unflatten];
-"349 unsqueeze_4" [id=349, type=unsqueeze];
-"350 transpose_25" [id=350, type=transpose];
-"351 squeeze_4" [id=351, type=squeeze];
-"352 contiguous_4" [id=352, type=contiguous];
-"353 quantize_per_tensor_default_26" [id=353, type=quantize_per_tensor];
-"354 dequantize_per_tensor_default_26" [id=354, type=dequantize_per_tensor];
-"355 select_12" [id=355, type=select];
-"356 quantize_per_tensor_default_27" [id=356, type=quantize_per_tensor];
-"357 dequantize_per_tensor_default_27" [id=357, type=dequantize_per_tensor];
-"358 select_13" [id=358, type=select];
-"359 select_14" [id=359, type=select];
-"360 view_32" [id=360, type=view];
-"361 transpose_26" [id=361, type=transpose];
-"362 view_33" [id=362, type=view];
-"363 transpose_27" [id=363, type=transpose];
-"364 view_34" [id=364, type=view];
-"365 transpose_28" [id=365, type=transpose];
-"366 view_35" [id=366, type=view];
-"367 view_36" [id=367, type=view];
-"368 view_37" [id=368, type=view];
-"369 scaled_dot_product_attention_4" [id=369, type=scaled_dot_product_attention];
-"370 permute_5" [id=370, type=permute];
-"371 view_38" [id=371, type=view];
-"372 view_38_0_0_nncf_smooth_quant_0" [id=372, type=call_module];
-"373 quantize_per_tensor_default_28" [id=373, type=quantize_per_tensor];
-"374 dequantize_per_tensor_default_28" [id=374, type=dequantize_per_tensor];
-"375 linear_17_scale_0" [id=375, type=get_attr];
-"376 linear_17_zero_point_0" [id=376, type=get_attr];
-"377 compressed_weight_updated_constant18" [id=377, type=get_attr];
-"378 quantize_per_channel_default_18" [id=378, type=quantize_per_channel];
-"379 dequantize_per_channel_default_18" [id=379, type=dequantize_per_channel];
-"380 _param_constant57_0_0" [id=380, type=get_attr];
-"381 linear_17" [id=381, type=linear];
-"382 view_39" [id=382, type=view];
-"383 transpose_29" [id=383, type=transpose];
-"384 dropout_13" [id=384, type=dropout];
-"385 add_9" [id=385, type=add];
-"386 _param_constant58" [id=386, type=get_attr];
-"387 _param_constant59" [id=387, type=get_attr];
-"388 layer_norm_9" [id=388, type=layer_norm];
-"389 layer_norm_9_0_0_nncf_smooth_quant_0" [id=389, type=call_module];
-"390 quantize_per_tensor_default_29" [id=390, type=quantize_per_tensor];
-"391 dequantize_per_tensor_default_29" [id=391, type=dequantize_per_tensor];
-"392 linear_18_scale_0" [id=392, type=get_attr];
-"393 linear_18_zero_point_0" [id=393, type=get_attr];
-"394 compressed_weight_updated_constant19" [id=394, type=get_attr];
-"395 quantize_per_channel_default_19" [id=395, type=quantize_per_channel];
-"396 dequantize_per_channel_default_19" [id=396, type=dequantize_per_channel];
-"397 _param_constant61_0_0" [id=397, type=get_attr];
-"398 linear_18" [id=398, type=linear];
-"399 gelu_4" [id=399, type=gelu];
-"400 dropout_14" [id=400, type=dropout];
-"401 dropout_14_0_0_nncf_smooth_quant_0" [id=401, type=call_module];
-"402 quantize_per_tensor_default_30" [id=402, type=quantize_per_tensor];
-"403 dequantize_per_tensor_default_30" [id=403, type=dequantize_per_tensor];
-"404 linear_19_scale_0" [id=404, type=get_attr];
-"405 linear_19_zero_point_0" [id=405, type=get_attr];
-"406 compressed_weight_updated_constant20" [id=406, type=get_attr];
-"407 quantize_per_channel_default_20" [id=407, type=quantize_per_channel];
-"408 dequantize_per_channel_default_20" [id=408, type=dequantize_per_channel];
-"409 _param_constant63_0_0" [id=409, type=get_attr];
-"410 linear_19" [id=410, type=linear];
-"411 dropout_15" [id=411, type=dropout];
-"412 add_10" [id=412, type=add];
-"413 _param_constant64" [id=413, type=get_attr];
-"414 _param_constant65" [id=414, type=get_attr];
-"415 layer_norm_10" [id=415, type=layer_norm];
-"416 transpose_30" [id=416, type=transpose];
-"417 transpose_30_0_0_nncf_smooth_quant_0" [id=417, type=call_module];
-"418 quantize_per_tensor_default_31" [id=418, type=quantize_per_tensor];
-"419 dequantize_per_tensor_default_31" [id=419, type=dequantize_per_tensor];
-"420 linear_20_scale_0" [id=420, type=get_attr];
-"421 linear_20_zero_point_0" [id=421, type=get_attr];
-"422 compressed_weight_updated_constant21" [id=422, type=get_attr];
-"423 quantize_per_channel_default_21" [id=423, type=quantize_per_channel];
-"424 dequantize_per_channel_default_21" [id=424, type=dequantize_per_channel];
-"425 _param_constant67_0_0" [id=425, type=get_attr];
-"426 linear_20" [id=426, type=linear];
-"427 unflatten_5" [id=427, type=unflatten];
-"428 unsqueeze_5" [id=428, type=unsqueeze];
-"429 transpose_31" [id=429, type=transpose];
-"430 squeeze_5" [id=430, type=squeeze];
-"431 contiguous_5" [id=431, type=contiguous];
-"432 quantize_per_tensor_default_32" [id=432, type=quantize_per_tensor];
-"433 dequantize_per_tensor_default_32" [id=433, type=dequantize_per_tensor];
-"434 select_15" [id=434, type=select];
-"435 quantize_per_tensor_default_33" [id=435, type=quantize_per_tensor];
-"436 dequantize_per_tensor_default_33" [id=436, type=dequantize_per_tensor];
-"437 select_16" [id=437, type=select];
-"438 select_17" [id=438, type=select];
-"439 view_40" [id=439, type=view];
-"440 transpose_32" [id=440, type=transpose];
-"441 view_41" [id=441, type=view];
-"442 transpose_33" [id=442, type=transpose];
-"443 view_42" [id=443, type=view];
-"444 transpose_34" [id=444, type=transpose];
-"445 view_43" [id=445, type=view];
-"446 view_44" [id=446, type=view];
-"447 view_45" [id=447, type=view];
-"448 scaled_dot_product_attention_5" [id=448, type=scaled_dot_product_attention];
-"449 permute_6" [id=449, type=permute];
-"450 view_46" [id=450, type=view];
-"451 view_46_0_0_nncf_smooth_quant_0" [id=451, type=call_module];
-"452 quantize_per_tensor_default_34" [id=452, type=quantize_per_tensor];
-"453 dequantize_per_tensor_default_34" [id=453, type=dequantize_per_tensor];
-"454 linear_21_scale_0" [id=454, type=get_attr];
-"455 linear_21_zero_point_0" [id=455, type=get_attr];
-"456 compressed_weight_updated_constant22" [id=456, type=get_attr];
-"457 quantize_per_channel_default_22" [id=457, type=quantize_per_channel];
-"458 dequantize_per_channel_default_22" [id=458, type=dequantize_per_channel];
-"459 _param_constant69_0_0" [id=459, type=get_attr];
-"460 linear_21" [id=460, type=linear];
-"461 view_47" [id=461, type=view];
-"462 transpose_35" [id=462, type=transpose];
-"463 dropout_16" [id=463, type=dropout];
-"464 add_11" [id=464, type=add];
-"465 _param_constant70" [id=465, type=get_attr];
-"466 _param_constant71" [id=466, type=get_attr];
-"467 layer_norm_11" [id=467, type=layer_norm];
-"468 layer_norm_11_0_0_nncf_smooth_quant_0" [id=468, type=call_module];
-"469 quantize_per_tensor_default_35" [id=469, type=quantize_per_tensor];
-"470 dequantize_per_tensor_default_35" [id=470, type=dequantize_per_tensor];
-"471 linear_22_scale_0" [id=471, type=get_attr];
-"472 linear_22_zero_point_0" [id=472, type=get_attr];
-"473 compressed_weight_updated_constant23" [id=473, type=get_attr];
-"474 quantize_per_channel_default_23" [id=474, type=quantize_per_channel];
-"475 dequantize_per_channel_default_23" [id=475, type=dequantize_per_channel];
-"476 _param_constant73_0_0" [id=476, type=get_attr];
-"477 linear_22" [id=477, type=linear];
-"478 gelu_5" [id=478, type=gelu];
-"479 dropout_17" [id=479, type=dropout];
-"480 dropout_17_0_0_nncf_smooth_quant_0" [id=480, type=call_module];
-"481 quantize_per_tensor_default_36" [id=481, type=quantize_per_tensor];
-"482 dequantize_per_tensor_default_36" [id=482, type=dequantize_per_tensor];
-"483 linear_23_scale_0" [id=483, type=get_attr];
-"484 linear_23_zero_point_0" [id=484, type=get_attr];
-"485 compressed_weight_updated_constant24" [id=485, type=get_attr];
-"486 quantize_per_channel_default_24" [id=486, type=quantize_per_channel];
-"487 dequantize_per_channel_default_24" [id=487, type=dequantize_per_channel];
-"488 _param_constant75_0_0" [id=488, type=get_attr];
-"489 linear_23" [id=489, type=linear];
-"490 dropout_18" [id=490, type=dropout];
-"491 add_12" [id=491, type=add];
-"492 _param_constant76" [id=492, type=get_attr];
-"493 _param_constant77" [id=493, type=get_attr];
-"494 layer_norm_12" [id=494, type=layer_norm];
-"495 transpose_36" [id=495, type=transpose];
-"496 transpose_36_0_0_nncf_smooth_quant_0" [id=496, type=call_module];
-"497 quantize_per_tensor_default_37" [id=497, type=quantize_per_tensor];
-"498 dequantize_per_tensor_default_37" [id=498, type=dequantize_per_tensor];
-"499 linear_24_scale_0" [id=499, type=get_attr];
-"500 linear_24_zero_point_0" [id=500, type=get_attr];
-"501 compressed_weight_updated_constant25" [id=501, type=get_attr];
-"502 quantize_per_channel_default_25" [id=502, type=quantize_per_channel];
-"503 dequantize_per_channel_default_25" [id=503, type=dequantize_per_channel];
-"504 _param_constant79_0_0" [id=504, type=get_attr];
-"505 linear_24" [id=505, type=linear];
-"506 unflatten_6" [id=506, type=unflatten];
-"507 unsqueeze_6" [id=507, type=unsqueeze];
-"508 transpose_37" [id=508, type=transpose];
-"509 squeeze_6" [id=509, type=squeeze];
-"510 contiguous_6" [id=510, type=contiguous];
-"511 quantize_per_tensor_default_38" [id=511, type=quantize_per_tensor];
-"512 dequantize_per_tensor_default_38" [id=512, type=dequantize_per_tensor];
-"513 select_18" [id=513, type=select];
-"514 quantize_per_tensor_default_39" [id=514, type=quantize_per_tensor];
-"515 dequantize_per_tensor_default_39" [id=515, type=dequantize_per_tensor];
-"516 select_19" [id=516, type=select];
-"517 select_20" [id=517, type=select];
-"518 view_48" [id=518, type=view];
-"519 transpose_38" [id=519, type=transpose];
-"520 view_49" [id=520, type=view];
-"521 transpose_39" [id=521, type=transpose];
-"522 view_50" [id=522, type=view];
-"523 transpose_40" [id=523, type=transpose];
-"524 view_51" [id=524, type=view];
-"525 view_52" [id=525, type=view];
-"526 view_53" [id=526, type=view];
-"527 scaled_dot_product_attention_6" [id=527, type=scaled_dot_product_attention];
-"528 permute_7" [id=528, type=permute];
-"529 view_54" [id=529, type=view];
-"530 view_54_0_0_nncf_smooth_quant_0" [id=530, type=call_module];
-"531 quantize_per_tensor_default_40" [id=531, type=quantize_per_tensor];
-"532 dequantize_per_tensor_default_40" [id=532, type=dequantize_per_tensor];
-"533 linear_25_scale_0" [id=533, type=get_attr];
-"534 linear_25_zero_point_0" [id=534, type=get_attr];
-"535 compressed_weight_updated_constant26" [id=535, type=get_attr];
-"536 quantize_per_channel_default_26" [id=536, type=quantize_per_channel];
-"537 dequantize_per_channel_default_26" [id=537, type=dequantize_per_channel];
-"538 _param_constant81_0_0" [id=538, type=get_attr];
-"539 linear_25" [id=539, type=linear];
-"540 view_55" [id=540, type=view];
-"541 transpose_41" [id=541, type=transpose];
-"542 dropout_19" [id=542, type=dropout];
-"543 add_13" [id=543, type=add];
-"544 _param_constant82" [id=544, type=get_attr];
-"545 _param_constant83" [id=545, type=get_attr];
-"546 layer_norm_13" [id=546, type=layer_norm];
-"547 layer_norm_13_0_0_nncf_smooth_quant_0" [id=547, type=call_module];
-"548 quantize_per_tensor_default_41" [id=548, type=quantize_per_tensor];
-"549 dequantize_per_tensor_default_41" [id=549, type=dequantize_per_tensor];
-"550 linear_26_scale_0" [id=550, type=get_attr];
-"551 linear_26_zero_point_0" [id=551, type=get_attr];
-"552 compressed_weight_updated_constant27" [id=552, type=get_attr];
-"553 quantize_per_channel_default_27" [id=553, type=quantize_per_channel];
-"554 dequantize_per_channel_default_27" [id=554, type=dequantize_per_channel];
-"555 _param_constant85_0_0" [id=555, type=get_attr];
-"556 linear_26" [id=556, type=linear];
-"557 gelu_6" [id=557, type=gelu];
-"558 dropout_20" [id=558, type=dropout];
-"559 dropout_20_0_0_nncf_smooth_quant_0" [id=559, type=call_module];
-"560 quantize_per_tensor_default_42" [id=560, type=quantize_per_tensor];
-"561 dequantize_per_tensor_default_42" [id=561, type=dequantize_per_tensor];
-"562 linear_27_scale_0" [id=562, type=get_attr];
-"563 linear_27_zero_point_0" [id=563, type=get_attr];
-"564 compressed_weight_updated_constant28" [id=564, type=get_attr];
-"565 quantize_per_channel_default_28" [id=565, type=quantize_per_channel];
-"566 dequantize_per_channel_default_28" [id=566, type=dequantize_per_channel];
-"567 _param_constant87_0_0" [id=567, type=get_attr];
-"568 linear_27" [id=568, type=linear];
-"569 dropout_21" [id=569, type=dropout];
-"570 add_14" [id=570, type=add];
-"571 _param_constant88" [id=571, type=get_attr];
-"572 _param_constant89" [id=572, type=get_attr];
-"573 layer_norm_14" [id=573, type=layer_norm];
-"574 transpose_42" [id=574, type=transpose];
-"575 transpose_42_0_0_nncf_smooth_quant_0" [id=575, type=call_module];
-"576 quantize_per_tensor_default_43" [id=576, type=quantize_per_tensor];
-"577 dequantize_per_tensor_default_43" [id=577, type=dequantize_per_tensor];
-"578 linear_28_scale_0" [id=578, type=get_attr];
-"579 linear_28_zero_point_0" [id=579, type=get_attr];
-"580 compressed_weight_updated_constant29" [id=580, type=get_attr];
-"581 quantize_per_channel_default_29" [id=581, type=quantize_per_channel];
-"582 dequantize_per_channel_default_29" [id=582, type=dequantize_per_channel];
-"583 _param_constant91_0_0" [id=583, type=get_attr];
-"584 linear_28" [id=584, type=linear];
-"585 unflatten_7" [id=585, type=unflatten];
-"586 unsqueeze_7" [id=586, type=unsqueeze];
-"587 transpose_43" [id=587, type=transpose];
-"588 squeeze_7" [id=588, type=squeeze];
-"589 contiguous_7" [id=589, type=contiguous];
-"590 quantize_per_tensor_default_44" [id=590, type=quantize_per_tensor];
-"591 dequantize_per_tensor_default_44" [id=591, type=dequantize_per_tensor];
-"592 select_21" [id=592, type=select];
-"593 quantize_per_tensor_default_45" [id=593, type=quantize_per_tensor];
-"594 dequantize_per_tensor_default_45" [id=594, type=dequantize_per_tensor];
-"595 select_22" [id=595, type=select];
-"596 select_23" [id=596, type=select];
-"597 view_56" [id=597, type=view];
-"598 transpose_44" [id=598, type=transpose];
-"599 view_57" [id=599, type=view];
-"600 transpose_45" [id=600, type=transpose];
-"601 view_58" [id=601, type=view];
-"602 transpose_46" [id=602, type=transpose];
-"603 view_59" [id=603, type=view];
-"604 view_60" [id=604, type=view];
-"605 view_61" [id=605, type=view];
-"606 scaled_dot_product_attention_7" [id=606, type=scaled_dot_product_attention];
-"607 permute_8" [id=607, type=permute];
-"608 view_62" [id=608, type=view];
-"609 view_62_0_0_nncf_smooth_quant_0" [id=609, type=call_module];
-"610 quantize_per_tensor_default_46" [id=610, type=quantize_per_tensor];
-"611 dequantize_per_tensor_default_46" [id=611, type=dequantize_per_tensor];
-"612 linear_29_scale_0" [id=612, type=get_attr];
-"613 linear_29_zero_point_0" [id=613, type=get_attr];
-"614 compressed_weight_updated_constant30" [id=614, type=get_attr];
-"615 quantize_per_channel_default_30" [id=615, type=quantize_per_channel];
-"616 dequantize_per_channel_default_30" [id=616, type=dequantize_per_channel];
-"617 _param_constant93_0_0" [id=617, type=get_attr];
-"618 linear_29" [id=618, type=linear];
-"619 view_63" [id=619, type=view];
-"620 transpose_47" [id=620, type=transpose];
-"621 dropout_22" [id=621, type=dropout];
-"622 add_15" [id=622, type=add];
-"623 _param_constant94" [id=623, type=get_attr];
-"624 _param_constant95" [id=624, type=get_attr];
-"625 layer_norm_15" [id=625, type=layer_norm];
-"626 layer_norm_15_0_0_nncf_smooth_quant_0" [id=626, type=call_module];
-"627 quantize_per_tensor_default_47" [id=627, type=quantize_per_tensor];
-"628 dequantize_per_tensor_default_47" [id=628, type=dequantize_per_tensor];
-"629 linear_30_scale_0" [id=629, type=get_attr];
-"630 linear_30_zero_point_0" [id=630, type=get_attr];
-"631 compressed_weight_updated_constant31" [id=631, type=get_attr];
-"632 quantize_per_channel_default_31" [id=632, type=quantize_per_channel];
-"633 dequantize_per_channel_default_31" [id=633, type=dequantize_per_channel];
-"634 _param_constant97_0_0" [id=634, type=get_attr];
-"635 linear_30" [id=635, type=linear];
-"636 gelu_7" [id=636, type=gelu];
-"637 dropout_23" [id=637, type=dropout];
-"638 dropout_23_0_0_nncf_smooth_quant_0" [id=638, type=call_module];
-"639 quantize_per_tensor_default_48" [id=639, type=quantize_per_tensor];
-"640 dequantize_per_tensor_default_48" [id=640, type=dequantize_per_tensor];
-"641 linear_31_scale_0" [id=641, type=get_attr];
-"642 linear_31_zero_point_0" [id=642, type=get_attr];
-"643 compressed_weight_updated_constant32" [id=643, type=get_attr];
-"644 quantize_per_channel_default_32" [id=644, type=quantize_per_channel];
-"645 dequantize_per_channel_default_32" [id=645, type=dequantize_per_channel];
-"646 _param_constant99_0_0" [id=646, type=get_attr];
-"647 linear_31" [id=647, type=linear];
-"648 dropout_24" [id=648, type=dropout];
-"649 add_16" [id=649, type=add];
-"650 _param_constant100" [id=650, type=get_attr];
-"651 _param_constant101" [id=651, type=get_attr];
-"652 layer_norm_16" [id=652, type=layer_norm];
-"653 transpose_48" [id=653, type=transpose];
-"654 transpose_48_0_0_nncf_smooth_quant_0" [id=654, type=call_module];
-"655 quantize_per_tensor_default_49" [id=655, type=quantize_per_tensor];
-"656 dequantize_per_tensor_default_49" [id=656, type=dequantize_per_tensor];
-"657 linear_32_scale_0" [id=657, type=get_attr];
-"658 linear_32_zero_point_0" [id=658, type=get_attr];
-"659 compressed_weight_updated_constant33" [id=659, type=get_attr];
-"660 quantize_per_channel_default_33" [id=660, type=quantize_per_channel];
-"661 dequantize_per_channel_default_33" [id=661, type=dequantize_per_channel];
-"662 _param_constant103_0_0" [id=662, type=get_attr];
-"663 linear_32" [id=663, type=linear];
-"664 unflatten_8" [id=664, type=unflatten];
-"665 unsqueeze_8" [id=665, type=unsqueeze];
-"666 transpose_49" [id=666, type=transpose];
-"667 squeeze_8" [id=667, type=squeeze];
-"668 contiguous_8" [id=668, type=contiguous];
-"669 quantize_per_tensor_default_50" [id=669, type=quantize_per_tensor];
-"670 dequantize_per_tensor_default_50" [id=670, type=dequantize_per_tensor];
-"671 select_24" [id=671, type=select];
-"672 quantize_per_tensor_default_51" [id=672, type=quantize_per_tensor];
-"673 dequantize_per_tensor_default_51" [id=673, type=dequantize_per_tensor];
-"674 select_25" [id=674, type=select];
-"675 select_26" [id=675, type=select];
-"676 view_64" [id=676, type=view];
-"677 transpose_50" [id=677, type=transpose];
-"678 view_65" [id=678, type=view];
-"679 transpose_51" [id=679, type=transpose];
-"680 view_66" [id=680, type=view];
-"681 transpose_52" [id=681, type=transpose];
-"682 view_67" [id=682, type=view];
-"683 view_68" [id=683, type=view];
-"684 view_69" [id=684, type=view];
-"685 scaled_dot_product_attention_8" [id=685, type=scaled_dot_product_attention];
-"686 permute_9" [id=686, type=permute];
-"687 view_70" [id=687, type=view];
-"688 view_70_0_0_nncf_smooth_quant_0" [id=688, type=call_module];
-"689 quantize_per_tensor_default_52" [id=689, type=quantize_per_tensor];
-"690 dequantize_per_tensor_default_52" [id=690, type=dequantize_per_tensor];
-"691 linear_33_scale_0" [id=691, type=get_attr];
-"692 linear_33_zero_point_0" [id=692, type=get_attr];
-"693 compressed_weight_updated_constant34" [id=693, type=get_attr];
-"694 quantize_per_channel_default_34" [id=694, type=quantize_per_channel];
-"695 dequantize_per_channel_default_34" [id=695, type=dequantize_per_channel];
-"696 _param_constant105_0_0" [id=696, type=get_attr];
-"697 linear_33" [id=697, type=linear];
-"698 view_71" [id=698, type=view];
-"699 transpose_53" [id=699, type=transpose];
-"700 dropout_25" [id=700, type=dropout];
-"701 add_17" [id=701, type=add];
-"702 _param_constant106" [id=702, type=get_attr];
-"703 _param_constant107" [id=703, type=get_attr];
-"704 layer_norm_17" [id=704, type=layer_norm];
-"705 layer_norm_17_0_0_nncf_smooth_quant_0" [id=705, type=call_module];
-"706 quantize_per_tensor_default_53" [id=706, type=quantize_per_tensor];
-"707 dequantize_per_tensor_default_53" [id=707, type=dequantize_per_tensor];
-"708 linear_34_scale_0" [id=708, type=get_attr];
-"709 linear_34_zero_point_0" [id=709, type=get_attr];
-"710 compressed_weight_updated_constant35" [id=710, type=get_attr];
-"711 quantize_per_channel_default_35" [id=711, type=quantize_per_channel];
-"712 dequantize_per_channel_default_35" [id=712, type=dequantize_per_channel];
-"713 _param_constant109_0_0" [id=713, type=get_attr];
-"714 linear_34" [id=714, type=linear];
-"715 gelu_8" [id=715, type=gelu];
-"716 dropout_26" [id=716, type=dropout];
-"717 dropout_26_0_0_nncf_smooth_quant_0" [id=717, type=call_module];
-"718 quantize_per_tensor_default_54" [id=718, type=quantize_per_tensor];
-"719 dequantize_per_tensor_default_54" [id=719, type=dequantize_per_tensor];
-"720 linear_35_scale_0" [id=720, type=get_attr];
-"721 linear_35_zero_point_0" [id=721, type=get_attr];
-"722 compressed_weight_updated_constant36" [id=722, type=get_attr];
-"723 quantize_per_channel_default_36" [id=723, type=quantize_per_channel];
-"724 dequantize_per_channel_default_36" [id=724, type=dequantize_per_channel];
-"725 _param_constant111_0_0" [id=725, type=get_attr];
-"726 linear_35" [id=726, type=linear];
-"727 dropout_27" [id=727, type=dropout];
-"728 add_18" [id=728, type=add];
-"729 _param_constant112" [id=729, type=get_attr];
-"730 _param_constant113" [id=730, type=get_attr];
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+"793 gelu_9" [id=793, type=gelu];
+"794 dropout_29" [id=794, type=dropout];
+"795 dropout_29_0_0_nncf_smooth_quant_0" [id=795, type=call_module];
+"796 quantize_per_tensor_default_60" [id=796, type=quantize_per_tensor];
+"797 dequantize_per_tensor_default_60" [id=797, type=dequantize_per_tensor];
+"798 linear_39_scale_0" [id=798, type=get_attr];
+"799 linear_39_zero_point_0" [id=799, type=get_attr];
+"800 compressed_weight_updated_constant40" [id=800, type=get_attr];
+"801 quantize_per_channel_default_40" [id=801, type=quantize_per_channel];
+"802 dequantize_per_channel_default_40" [id=802, type=dequantize_per_channel];
+"803 _param_constant123_0_0" [id=803, type=get_attr];
+"804 linear_39" [id=804, type=linear];
+"805 dropout_30" [id=805, type=dropout];
+"806 add_20" [id=806, type=add];
+"807 _param_constant124" [id=807, type=get_attr];
+"808 _param_constant125" [id=808, type=get_attr];
+"809 layer_norm_20" [id=809, type=layer_norm];
+"810 transpose_60" [id=810, type=transpose];
+"811 transpose_60_0_0_nncf_smooth_quant_0" [id=811, type=call_module];
+"812 quantize_per_tensor_default_61" [id=812, type=quantize_per_tensor];
+"813 dequantize_per_tensor_default_61" [id=813, type=dequantize_per_tensor];
+"814 linear_40_scale_0" [id=814, type=get_attr];
+"815 linear_40_zero_point_0" [id=815, type=get_attr];
+"816 compressed_weight_updated_constant41" [id=816, type=get_attr];
+"817 quantize_per_channel_default_41" [id=817, type=quantize_per_channel];
+"818 dequantize_per_channel_default_41" [id=818, type=dequantize_per_channel];
+"819 _param_constant127_0_0" [id=819, type=get_attr];
+"820 linear_40" [id=820, type=linear];
+"821 unflatten_10" [id=821, type=unflatten];
+"822 unsqueeze_10" [id=822, type=unsqueeze];
+"823 transpose_61" [id=823, type=transpose];
+"824 squeeze_10" [id=824, type=squeeze];
+"825 contiguous_10" [id=825, type=contiguous];
+"826 quantize_per_tensor_default_62" [id=826, type=quantize_per_tensor];
+"827 dequantize_per_tensor_default_62" [id=827, type=dequantize_per_tensor];
+"828 select_30" [id=828, type=select];
+"829 quantize_per_tensor_default_63" [id=829, type=quantize_per_tensor];
+"830 dequantize_per_tensor_default_63" [id=830, type=dequantize_per_tensor];
+"831 select_31" [id=831, type=select];
+"832 select_32" [id=832, type=select];
+"833 view_80" [id=833, type=view];
+"834 transpose_62" [id=834, type=transpose];
+"835 view_81" [id=835, type=view];
+"836 transpose_63" [id=836, type=transpose];
+"837 view_82" [id=837, type=view];
+"838 transpose_64" [id=838, type=transpose];
+"839 view_83" [id=839, type=view];
+"840 view_84" [id=840, type=view];
+"841 view_85" [id=841, type=view];
+"842 scaled_dot_product_attention_10" [id=842, type=scaled_dot_product_attention];
+"843 permute_11" [id=843, type=permute];
+"844 view_86" [id=844, type=view];
+"845 view_86_0_0_nncf_smooth_quant_0" [id=845, type=call_module];
+"846 quantize_per_tensor_default_64" [id=846, type=quantize_per_tensor];
+"847 dequantize_per_tensor_default_64" [id=847, type=dequantize_per_tensor];
+"848 linear_41_scale_0" [id=848, type=get_attr];
+"849 linear_41_zero_point_0" [id=849, type=get_attr];
+"850 compressed_weight_updated_constant42" [id=850, type=get_attr];
+"851 quantize_per_channel_default_42" [id=851, type=quantize_per_channel];
+"852 dequantize_per_channel_default_42" [id=852, type=dequantize_per_channel];
+"853 _param_constant129_0_0" [id=853, type=get_attr];
+"854 linear_41" [id=854, type=linear];
+"855 view_87" [id=855, type=view];
+"856 transpose_65" [id=856, type=transpose];
+"857 dropout_31" [id=857, type=dropout];
+"858 add_21" [id=858, type=add];
+"859 _param_constant130" [id=859, type=get_attr];
+"860 _param_constant131" [id=860, type=get_attr];
+"861 layer_norm_21" [id=861, type=layer_norm];
+"862 layer_norm_21_0_0_nncf_smooth_quant_0" [id=862, type=call_module];
+"863 quantize_per_tensor_default_65" [id=863, type=quantize_per_tensor];
+"864 dequantize_per_tensor_default_65" [id=864, type=dequantize_per_tensor];
+"865 linear_42_scale_0" [id=865, type=get_attr];
+"866 linear_42_zero_point_0" [id=866, type=get_attr];
+"867 compressed_weight_updated_constant43" [id=867, type=get_attr];
+"868 quantize_per_channel_default_43" [id=868, type=quantize_per_channel];
+"869 dequantize_per_channel_default_43" [id=869, type=dequantize_per_channel];
+"870 _param_constant133_0_0" [id=870, type=get_attr];
+"871 linear_42" [id=871, type=linear];
+"872 gelu_10" [id=872, type=gelu];
+"873 dropout_32" [id=873, type=dropout];
+"874 dropout_32_0_0_nncf_smooth_quant_0" [id=874, type=call_module];
+"875 quantize_per_tensor_default_66" [id=875, type=quantize_per_tensor];
+"876 dequantize_per_tensor_default_66" [id=876, type=dequantize_per_tensor];
+"877 linear_43_scale_0" [id=877, type=get_attr];
+"878 linear_43_zero_point_0" [id=878, type=get_attr];
+"879 compressed_weight_updated_constant44" [id=879, type=get_attr];
+"880 quantize_per_channel_default_44" [id=880, type=quantize_per_channel];
+"881 dequantize_per_channel_default_44" [id=881, type=dequantize_per_channel];
+"882 _param_constant135_0_0" [id=882, type=get_attr];
+"883 linear_43" [id=883, type=linear];
+"884 dropout_33" [id=884, type=dropout];
+"885 add_22" [id=885, type=add];
+"886 _param_constant136" [id=886, type=get_attr];
+"887 _param_constant137" [id=887, type=get_attr];
+"888 layer_norm_22" [id=888, type=layer_norm];
+"889 transpose_66" [id=889, type=transpose];
+"890 transpose_66_0_0_nncf_smooth_quant_0" [id=890, type=call_module];
+"891 quantize_per_tensor_default_67" [id=891, type=quantize_per_tensor];
+"892 dequantize_per_tensor_default_67" [id=892, type=dequantize_per_tensor];
+"893 linear_44_scale_0" [id=893, type=get_attr];
+"894 linear_44_zero_point_0" [id=894, type=get_attr];
+"895 compressed_weight_updated_constant45" [id=895, type=get_attr];
+"896 quantize_per_channel_default_45" [id=896, type=quantize_per_channel];
+"897 dequantize_per_channel_default_45" [id=897, type=dequantize_per_channel];
+"898 _param_constant139_0_0" [id=898, type=get_attr];
+"899 linear_44" [id=899, type=linear];
+"900 unflatten_11" [id=900, type=unflatten];
+"901 unsqueeze_11" [id=901, type=unsqueeze];
+"902 transpose_67" [id=902, type=transpose];
+"903 squeeze_11" [id=903, type=squeeze];
+"904 contiguous_11" [id=904, type=contiguous];
+"905 quantize_per_tensor_default_68" [id=905, type=quantize_per_tensor];
+"906 dequantize_per_tensor_default_68" [id=906, type=dequantize_per_tensor];
+"907 select_33" [id=907, type=select];
+"908 quantize_per_tensor_default_69" [id=908, type=quantize_per_tensor];
+"909 dequantize_per_tensor_default_69" [id=909, type=dequantize_per_tensor];
+"910 select_34" [id=910, type=select];
+"911 select_35" [id=911, type=select];
+"912 view_88" [id=912, type=view];
+"913 transpose_68" [id=913, type=transpose];
+"914 view_89" [id=914, type=view];
+"915 transpose_69" [id=915, type=transpose];
+"916 view_90" [id=916, type=view];
+"917 transpose_70" [id=917, type=transpose];
+"918 view_91" [id=918, type=view];
+"919 view_92" [id=919, type=view];
+"920 view_93" [id=920, type=view];
+"921 scaled_dot_product_attention_11" [id=921, type=scaled_dot_product_attention];
+"922 permute_12" [id=922, type=permute];
+"923 view_94" [id=923, type=view];
+"924 view_94_0_0_nncf_smooth_quant_0" [id=924, type=call_module];
+"925 quantize_per_tensor_default_70" [id=925, type=quantize_per_tensor];
+"926 dequantize_per_tensor_default_70" [id=926, type=dequantize_per_tensor];
+"927 linear_45_scale_0" [id=927, type=get_attr];
+"928 linear_45_zero_point_0" [id=928, type=get_attr];
+"929 compressed_weight_updated_constant46" [id=929, type=get_attr];
+"930 quantize_per_channel_default_46" [id=930, type=quantize_per_channel];
+"931 dequantize_per_channel_default_46" [id=931, type=dequantize_per_channel];
+"932 _param_constant141_0_0" [id=932, type=get_attr];
+"933 linear_45" [id=933, type=linear];
+"934 view_95" [id=934, type=view];
+"935 transpose_71" [id=935, type=transpose];
+"936 dropout_34" [id=936, type=dropout];
+"937 add_23" [id=937, type=add];
+"938 _param_constant142" [id=938, type=get_attr];
+"939 _param_constant143" [id=939, type=get_attr];
+"940 layer_norm_23" [id=940, type=layer_norm];
+"941 layer_norm_23_0_0_nncf_smooth_quant_0" [id=941, type=call_module];
+"942 quantize_per_tensor_default_71" [id=942, type=quantize_per_tensor];
+"943 dequantize_per_tensor_default_71" [id=943, type=dequantize_per_tensor];
+"944 linear_46_scale_0" [id=944, type=get_attr];
+"945 linear_46_zero_point_0" [id=945, type=get_attr];
+"946 compressed_weight_updated_constant47" [id=946, type=get_attr];
+"947 quantize_per_channel_default_47" [id=947, type=quantize_per_channel];
+"948 dequantize_per_channel_default_47" [id=948, type=dequantize_per_channel];
+"949 _param_constant145_0_0" [id=949, type=get_attr];
+"950 linear_46" [id=950, type=linear];
+"951 gelu_11" [id=951, type=gelu];
+"952 dropout_35" [id=952, type=dropout];
+"953 dropout_35_0_0_nncf_smooth_quant_0" [id=953, type=call_module];
+"954 quantize_per_tensor_default_72" [id=954, type=quantize_per_tensor];
+"955 dequantize_per_tensor_default_72" [id=955, type=dequantize_per_tensor];
+"956 linear_47_scale_0" [id=956, type=get_attr];
+"957 linear_47_zero_point_0" [id=957, type=get_attr];
+"958 compressed_weight_updated_constant48" [id=958, type=get_attr];
+"959 quantize_per_channel_default_48" [id=959, type=quantize_per_channel];
+"960 dequantize_per_channel_default_48" [id=960, type=dequantize_per_channel];
+"961 _param_constant147_0_0" [id=961, type=get_attr];
+"962 linear_47" [id=962, type=linear];
+"963 dropout_36" [id=963, type=dropout];
+"964 add_24" [id=964, type=add];
+"965 _param_constant148" [id=965, type=get_attr];
+"966 _param_constant149" [id=966, type=get_attr];
+"967 layer_norm_24" [id=967, type=layer_norm];
+"968 slice_1" [id=968, type=slice];
+"969 select_36" [id=969, type=select];
+"970 select_36_0_0_nncf_smooth_quant_0" [id=970, type=call_module];
+"971 quantize_per_tensor_default_73" [id=971, type=quantize_per_tensor];
+"972 dequantize_per_tensor_default_73" [id=972, type=dequantize_per_tensor];
+"973 linear_48_scale_0" [id=973, type=get_attr];
+"974 linear_48_zero_point_0" [id=974, type=get_attr];
+"975 compressed_weight_updated_constant49" [id=975, type=get_attr];
+"976 quantize_per_channel_default_49" [id=976, type=quantize_per_channel];
+"977 dequantize_per_channel_default_49" [id=977, type=dequantize_per_channel];
+"978 _param_constant151_0_0" [id=978, type=get_attr];
+"979 linear_48" [id=979, type=linear];
+"980 output" [id=980, type=output];
 "0 arg0_1" -> "1 quantize_per_tensor_default"  [label="(1, 3, 224, 224)", style=solid];
 "1 quantize_per_tensor_default" -> "2 dequantize_per_tensor_default"  [label="(1, 3, 224, 224)", style=solid];
 "2 dequantize_per_tensor_default" -> "9 conv2d"  [label="(1, 3, 224, 224)", style=solid];
@@ -994,1120 +993,1119 @@ strict digraph  {
 "8 _param_constant1_0_0" -> "9 conv2d"  [label="(768,)", style=solid];
 "9 conv2d" -> "10 reshape"  [label="(1, 768, 14, 14)", style=solid];
 "10 reshape" -> "11 permute"  [label="(1, 768, 196)", style=solid];
-"11 permute" -> "14 cat"  [label="(1, 196, 768)", style=solid];
-"12 _param_constant2" -> "13 expand"  [label="(1, 1, 768)", style=solid];
-"13 expand" -> "14 cat"  [label="(1, 1, 768)", style=solid];
-"14 cat" -> "16 add"  [label="(1, 197, 768)", style=solid];
-"15 _param_constant3" -> "16 add"  [label="(1, 197, 768)", style=solid];
-"16 add" -> "17 dropout"  [label="(1, 197, 768)", style=solid];
-"17 dropout" -> "20 layer_norm"  [label="(1, 197, 768)", style=solid];
-"17 dropout" -> "69 add_1"  [label="(1, 197, 768)", style=solid];
-"18 _param_constant4" -> "20 layer_norm"  [label="(768,)", style=solid];
-"19 _param_constant5" -> "20 layer_norm"  [label="(768,)", style=solid];
-"20 layer_norm" -> "21 transpose"  [label="(1, 197, 768)", style=solid];
-"21 transpose" -> "22 transpose_0_0_nncf_smooth_quant_0"  [label="(197, 1, 768)", style=solid];
-"22 transpose_0_0_nncf_smooth_quant_0" -> "23 quantize_per_tensor_default_1"  [label="(197, 1, 768)", style=solid];
-"23 quantize_per_tensor_default_1" -> "24 dequantize_per_tensor_default_1"  [label="(197, 1, 768)", style=solid];
-"24 dequantize_per_tensor_default_1" -> "31 linear"  [label="(197, 1, 768)", style=solid];
-"25 linear_scale_0" -> "28 quantize_per_channel_default_1"  [label="(2304,)", style=solid];
-"25 linear_scale_0" -> "29 dequantize_per_channel_default_1"  [label="(2304,)", style=solid];
-"26 linear_zero_point_0" -> "28 quantize_per_channel_default_1"  [label="(2304,)", style=solid];
-"26 linear_zero_point_0" -> "29 dequantize_per_channel_default_1"  [label="(2304,)", style=solid];
-"27 compressed_weight_updated_constant1" -> "28 quantize_per_channel_default_1"  [label="(2304, 768)", style=solid];
-"28 quantize_per_channel_default_1" -> "29 dequantize_per_channel_default_1"  [label="(2304, 768)", style=solid];
-"29 dequantize_per_channel_default_1" -> "31 linear"  [label="(2304, 768)", style=solid];
-"30 _param_constant7_0_0" -> "31 linear"  [label="(2304,)", style=solid];
-"31 linear" -> "32 unflatten"  [label="(197, 1, 2304)", style=solid];
-"32 unflatten" -> "33 unsqueeze"  [label="(197, 1, 3, 768)", style=solid];
-"33 unsqueeze" -> "34 transpose_1"  [label="(1, 197, 1, 3, 768)", style=solid];
-"34 transpose_1" -> "35 squeeze"  [label="(3, 197, 1, 1, 768)", style=solid];
-"35 squeeze" -> "36 contiguous"  [label="(3, 197, 1, 768)", style=solid];
-"36 contiguous" -> "37 quantize_per_tensor_default_2"  [label="(3, 197, 1, 768)", style=solid];
-"36 contiguous" -> "40 quantize_per_tensor_default_3"  [label="(3, 197, 1, 768)", style=solid];
-"36 contiguous" -> "43 select_2"  [label="(3, 197, 1, 768)", style=solid];
-"37 quantize_per_tensor_default_2" -> "38 dequantize_per_tensor_default_2"  [label="(3, 197, 1, 768)", style=solid];
-"38 dequantize_per_tensor_default_2" -> "39 select"  [label="(3, 197, 1, 768)", style=solid];
-"39 select" -> "44 view"  [label="(197, 1, 768)", style=solid];
-"40 quantize_per_tensor_default_3" -> "41 dequantize_per_tensor_default_3"  [label="(3, 197, 1, 768)", style=solid];
-"41 dequantize_per_tensor_default_3" -> "42 select_1"  [label="(3, 197, 1, 768)", style=solid];
-"42 select_1" -> "46 view_1"  [label="(197, 1, 768)", style=solid];
-"43 select_2" -> "48 view_2"  [label="(197, 1, 768)", style=solid];
-"44 view" -> "45 transpose_2"  [label="(197, 12, 64)", style=solid];
-"45 transpose_2" -> "50 view_3"  [label="(12, 197, 64)", style=solid];
-"46 view_1" -> "47 transpose_3"  [label="(197, 12, 64)", style=solid];
-"47 transpose_3" -> "51 view_4"  [label="(12, 197, 64)", style=solid];
-"48 view_2" -> "49 transpose_4"  [label="(197, 12, 64)", style=solid];
-"49 transpose_4" -> "52 view_5"  [label="(12, 197, 64)", style=solid];
-"50 view_3" -> "53 scaled_dot_product_attention"  [label="(1, 12, 197, 64)", style=solid];
-"51 view_4" -> "53 scaled_dot_product_attention"  [label="(1, 12, 197, 64)", style=solid];
-"52 view_5" -> "53 scaled_dot_product_attention"  [label="(1, 12, 197, 64)", style=solid];
-"53 scaled_dot_product_attention" -> "54 permute_1"  [label="(1, 12, 197, 64)", style=solid];
-"54 permute_1" -> "55 view_6"  [label="(197, 1, 12, 64)", style=solid];
-"55 view_6" -> "56 view_6_0_0_nncf_smooth_quant_0"  [label="(197, 768)", style=solid];
-"56 view_6_0_0_nncf_smooth_quant_0" -> "57 quantize_per_tensor_default_4"  [label="(197, 768)", style=solid];
-"57 quantize_per_tensor_default_4" -> "58 dequantize_per_tensor_default_4"  [label="(197, 768)", style=solid];
-"58 dequantize_per_tensor_default_4" -> "65 linear_1"  [label="(197, 768)", style=solid];
-"59 linear_1_scale_0" -> "62 quantize_per_channel_default_2"  [label="(768,)", style=solid];
-"59 linear_1_scale_0" -> "63 dequantize_per_channel_default_2"  [label="(768,)", style=solid];
-"60 linear_1_zero_point_0" -> "62 quantize_per_channel_default_2"  [label="(768,)", style=solid];
-"60 linear_1_zero_point_0" -> "63 dequantize_per_channel_default_2"  [label="(768,)", style=solid];
-"61 compressed_weight_updated_constant2" -> "62 quantize_per_channel_default_2"  [label="(768, 768)", style=solid];
-"62 quantize_per_channel_default_2" -> "63 dequantize_per_channel_default_2"  [label="(768, 768)", style=solid];
-"63 dequantize_per_channel_default_2" -> "65 linear_1"  [label="(768, 768)", style=solid];
-"64 _param_constant9_0_0" -> "65 linear_1"  [label="(768,)", style=solid];
-"65 linear_1" -> "66 view_7"  [label="(197, 768)", style=solid];
-"66 view_7" -> "67 transpose_5"  [label="(197, 1, 768)", style=solid];
-"67 transpose_5" -> "68 dropout_1"  [label="(1, 197, 768)", style=solid];
-"68 dropout_1" -> "69 add_1"  [label="(1, 197, 768)", style=solid];
-"69 add_1" -> "72 layer_norm_1"  [label="(1, 197, 768)", style=solid];
-"69 add_1" -> "96 add_2"  [label="(1, 197, 768)", style=solid];
-"70 _param_constant10" -> "72 layer_norm_1"  [label="(768,)", style=solid];
-"71 _param_constant11" -> "72 layer_norm_1"  [label="(768,)", style=solid];
-"72 layer_norm_1" -> "73 layer_norm_1_0_0_nncf_smooth_quant_0"  [label="(1, 197, 768)", style=solid];
-"73 layer_norm_1_0_0_nncf_smooth_quant_0" -> "74 quantize_per_tensor_default_5"  [label="(1, 197, 768)", style=solid];
-"74 quantize_per_tensor_default_5" -> "75 dequantize_per_tensor_default_5"  [label="(1, 197, 768)", style=solid];
-"75 dequantize_per_tensor_default_5" -> "82 linear_2"  [label="(1, 197, 768)", style=solid];
-"76 linear_2_scale_0" -> "79 quantize_per_channel_default_3"  [label="(3072,)", style=solid];
-"76 linear_2_scale_0" -> "80 dequantize_per_channel_default_3"  [label="(3072,)", style=solid];
-"77 linear_2_zero_point_0" -> "79 quantize_per_channel_default_3"  [label="(3072,)", style=solid];
-"77 linear_2_zero_point_0" -> "80 dequantize_per_channel_default_3"  [label="(3072,)", style=solid];
-"78 compressed_weight_updated_constant3" -> "79 quantize_per_channel_default_3"  [label="(3072, 768)", style=solid];
-"79 quantize_per_channel_default_3" -> "80 dequantize_per_channel_default_3"  [label="(3072, 768)", style=solid];
-"80 dequantize_per_channel_default_3" -> "82 linear_2"  [label="(3072, 768)", style=solid];
-"81 _param_constant13_0_0" -> "82 linear_2"  [label="(3072,)", style=solid];
-"82 linear_2" -> "83 gelu"  [label="(1, 197, 3072)", style=solid];
-"83 gelu" -> "84 dropout_2"  [label="(1, 197, 3072)", style=solid];
-"84 dropout_2" -> "85 dropout_2_0_0_nncf_smooth_quant_0"  [label="(1, 197, 3072)", style=solid];
-"85 dropout_2_0_0_nncf_smooth_quant_0" -> "86 quantize_per_tensor_default_6"  [label="(1, 197, 3072)", style=solid];
-"86 quantize_per_tensor_default_6" -> "87 dequantize_per_tensor_default_6"  [label="(1, 197, 3072)", style=solid];
-"87 dequantize_per_tensor_default_6" -> "94 linear_3"  [label="(1, 197, 3072)", style=solid];
-"88 linear_3_scale_0" -> "91 quantize_per_channel_default_4"  [label="(768,)", style=solid];
-"88 linear_3_scale_0" -> "92 dequantize_per_channel_default_4"  [label="(768,)", style=solid];
-"89 linear_3_zero_point_0" -> "91 quantize_per_channel_default_4"  [label="(768,)", style=solid];
-"89 linear_3_zero_point_0" -> "92 dequantize_per_channel_default_4"  [label="(768,)", style=solid];
-"90 compressed_weight_updated_constant4" -> "91 quantize_per_channel_default_4"  [label="(768, 3072)", style=solid];
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+"979 linear_48" -> "980 output"  [label="(1, 1000)", style=solid];
 }
diff --git a/tests/torch/data/reference_graphs/fx/transformed/folded_model.dot b/tests/torch/data/reference_graphs/fx/transformed/folded_model.dot
new file mode 100644
index 00000000000..5c9bc911d09
--- /dev/null
+++ b/tests/torch/data/reference_graphs/fx/transformed/folded_model.dot
@@ -0,0 +1,15 @@
+strict digraph  {
+"0 arg0_1" [id=0, type=input];
+"1 _frozen_param0" [id=1, type=get_attr];
+"2 _param_constant3" [id=2, type=get_attr];
+"3 _param_constant4" [id=3, type=get_attr];
+"4 linear_1" [id=4, type=linear];
+"5 add" [id=5, type=add];
+"6 output" [id=6, type=output];
+"0 arg0_1" -> "4 linear_1"  [label="(1, 3, 3, 3)", style=solid];
+"1 _frozen_param0" -> "5 add"  [label="(3, 3)", style=solid];
+"2 _param_constant3" -> "4 linear_1"  [label="(3, 3)", style=solid];
+"3 _param_constant4" -> "4 linear_1"  [label="(3,)", style=solid];
+"4 linear_1" -> "5 add"  [label="(1, 3, 3, 3)", style=solid];
+"5 add" -> "6 output"  [label="(1, 3, 3, 3)", style=solid];
+}
diff --git a/tests/torch/data/reference_graphs/fx/transformed/folded_model_with_constraints_per_channel.dot b/tests/torch/data/reference_graphs/fx/transformed/folded_model_with_constraints_per_channel.dot
new file mode 100644
index 00000000000..ec743cabec6
--- /dev/null
+++ b/tests/torch/data/reference_graphs/fx/transformed/folded_model_with_constraints_per_channel.dot
@@ -0,0 +1,25 @@
+strict digraph  {
+"0 arg0_1" [id=0, type=input];
+"1 _frozen_param0" [id=1, type=get_attr];
+"2 _param_constant3" [id=2, type=get_attr];
+"3 _param_constant4" [id=3, type=get_attr];
+"4 scale_node0" [id=4, type=get_attr];
+"5 weight_node0" [id=5, type=get_attr];
+"6 quantize_per_channel_default" [id=6, type=quantize_per_channel];
+"7 dequantize_per_channel_default" [id=7, type=dequantize_per_channel];
+"8 linear_1" [id=8, type=linear];
+"9 add" [id=9, type=add];
+"10 output" [id=10, type=output];
+"0 arg0_1" -> "8 linear_1"  [label="(1, 3, 3, 3)", style=solid];
+"1 _frozen_param0" -> "9 add"  [label="(3, 3)", style=solid];
+"2 _param_constant3" -> "6 quantize_per_channel_default"  [label="(3, 3)", style=solid];
+"3 _param_constant4" -> "8 linear_1"  [label="(3,)", style=solid];
+"4 scale_node0" -> "6 quantize_per_channel_default"  [label="(3,)", style=solid];
+"4 scale_node0" -> "7 dequantize_per_channel_default"  [label="(3,)", style=solid];
+"5 weight_node0" -> "6 quantize_per_channel_default"  [label="(3,)", style=solid];
+"5 weight_node0" -> "7 dequantize_per_channel_default"  [label="(3,)", style=solid];
+"6 quantize_per_channel_default" -> "7 dequantize_per_channel_default"  [label="(3, 3)", style=solid];
+"7 dequantize_per_channel_default" -> "8 linear_1"  [label="(3, 3)", style=solid];
+"8 linear_1" -> "9 add"  [label="(1, 3, 3, 3)", style=solid];
+"9 add" -> "10 output"  [label="(1, 3, 3, 3)", style=solid];
+}
diff --git a/tests/torch/data/reference_graphs/fx/transformed/folded_model_with_constraints_per_tensor.dot b/tests/torch/data/reference_graphs/fx/transformed/folded_model_with_constraints_per_tensor.dot
new file mode 100644
index 00000000000..91c418afe62
--- /dev/null
+++ b/tests/torch/data/reference_graphs/fx/transformed/folded_model_with_constraints_per_tensor.dot
@@ -0,0 +1,19 @@
+strict digraph  {
+"0 arg0_1" [id=0, type=input];
+"1 _frozen_param0" [id=1, type=get_attr];
+"2 _param_constant3" [id=2, type=get_attr];
+"3 _param_constant4" [id=3, type=get_attr];
+"4 quantize_per_tensor_default" [id=4, type=quantize_per_tensor];
+"5 dequantize_per_tensor_default" [id=5, type=dequantize_per_tensor];
+"6 linear_1" [id=6, type=linear];
+"7 add" [id=7, type=add];
+"8 output" [id=8, type=output];
+"0 arg0_1" -> "6 linear_1"  [label="(1, 3, 3, 3)", style=solid];
+"1 _frozen_param0" -> "7 add"  [label="(3, 3)", style=solid];
+"2 _param_constant3" -> "4 quantize_per_tensor_default"  [label="(3, 3)", style=solid];
+"3 _param_constant4" -> "6 linear_1"  [label="(3,)", style=solid];
+"4 quantize_per_tensor_default" -> "5 dequantize_per_tensor_default"  [label="(3, 3)", style=solid];
+"5 dequantize_per_tensor_default" -> "6 linear_1"  [label="(3, 3)", style=solid];
+"6 linear_1" -> "7 add"  [label="(1, 3, 3, 3)", style=solid];
+"7 add" -> "8 output"  [label="(1, 3, 3, 3)", style=solid];
+}
diff --git a/tests/torch/fx/test_model_transformer.py b/tests/torch/fx/test_model_transformer.py
index d0799a0d5ed..0531198a3db 100644
--- a/tests/torch/fx/test_model_transformer.py
+++ b/tests/torch/fx/test_model_transformer.py
@@ -9,6 +9,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+from copy import deepcopy
 from dataclasses import dataclass
 from pathlib import Path
 from typing import Any, Tuple
@@ -29,6 +30,7 @@
 from nncf.common.graph.transformations.commands import TargetType
 from nncf.common.graph.transformations.layout import TransformationLayout
 from nncf.common.quantization.structs import QuantizationScheme as QuantizationMode
+from nncf.experimental.torch.fx.constant_folding import constant_fold
 from nncf.experimental.torch.fx.model_transformer import FXModelTransformer
 from nncf.experimental.torch.fx.nncf_graph_builder import GraphConverter
 from nncf.experimental.torch.fx.node_utils import get_graph_node_by_name
@@ -37,6 +39,7 @@
 from nncf.experimental.torch.fx.transformations import bias_update_transformation_builder
 from nncf.experimental.torch.fx.transformations import compress_post_quantize_transformation
 from nncf.experimental.torch.fx.transformations import constant_update_transformation_builder
+from nncf.experimental.torch.fx.transformations import fold_constant_except_qdq
 from nncf.experimental.torch.fx.transformations import leaf_module_insertion_transformation_builder
 from nncf.experimental.torch.fx.transformations import module_insertion_transformation_builder
 from nncf.experimental.torch.fx.transformations import node_removal_transformation_builder
@@ -48,6 +51,7 @@
 from nncf.torch.graph.transformations.commands import PTModelExtractionCommand
 from nncf.torch.graph.transformations.commands import PTTargetPoint
 from tests.torch.test_compressed_graph import check_graph
+from tests.torch.test_models.synthetic import ConstantFoldingTestModel
 from tests.torch.test_models.synthetic import ConvolutionWithAllConstantInputsModel
 from tests.torch.test_models.synthetic import ConvolutionWithNotTensorBiasModel
 from tests.torch.test_models.synthetic import MultiBranchesConnectedModel
@@ -504,3 +508,33 @@ def test_update_shared_constant():
     fx_node_to_check_const_value = get_tensor_constant_from_node(fx_node_to_check_const, captured_model)
 
     assert fx_node_to_check_const_value == torch.tensor([100])
+
+
+def test_constant_folding():
+    model = ConstantFoldingTestModel()
+    captured_model = _capture_model(model, torch.ones(model.INPUT_SIZE))
+    folded_model = deepcopy(captured_model)
+    constant_fold(folded_model)
+    ex_input = torch.ones(model.INPUT_SIZE)
+    assert torch.allclose(captured_model(ex_input), folded_model(ex_input))
+
+    nncf_graph = GraphConverter.create_nncf_graph(folded_model)
+    check_graph(nncf_graph, "folded_model.dot", TRANSFORMED_GRAPH_DIR_NAME, extended=True)
+
+
+def test_constant_folding_with_constraints(is_per_channel):
+    model = ConstantFoldingTestModel()
+    model_with_correct_pattern = _capture_model(model, torch.ones(model.INPUT_SIZE))
+
+    insert_qdq_nodes(
+        model_with_correct_pattern,
+        correct_pattern=True,
+        per_channel=is_per_channel,
+        node_name="linear_1",
+        w_const_node_name="_param_constant3",
+    )
+    fold_constant_except_qdq(model_with_correct_pattern)
+
+    nncf_graph = GraphConverter.create_nncf_graph(model_with_correct_pattern)
+    dot_file_name = f"folded_model_with_constraints_{'per_channel' if is_per_channel else 'per_tensor'}.dot"
+    check_graph(nncf_graph, dot_file_name, TRANSFORMED_GRAPH_DIR_NAME, extended=True)
diff --git a/tests/torch/fx/test_models.py b/tests/torch/fx/test_models.py
index c9cab6c6c6f..e0554af6719 100644
--- a/tests/torch/fx/test_models.py
+++ b/tests/torch/fx/test_models.py
@@ -162,7 +162,7 @@ def test_model(test_case: ModelCase):
         torchvision_model_case("swin_v2_s", (1, 3, 224, 224)),
         {"model_type": nncf.ModelType.TRANSFORMER},
         [
-            (298, 298),
+            (250, 250),
             (149, 149),
         ],
     ),
diff --git a/tests/torch/test_models/synthetic.py b/tests/torch/test_models/synthetic.py
index 9a7c1e5d3f4..6f4578a7b13 100644
--- a/tests/torch/test_models/synthetic.py
+++ b/tests/torch/test_models/synthetic.py
@@ -572,3 +572,23 @@ def forward(self, x):
         x = self.relu(self.conv2(x))
         x = self.bn2(x)
         return x
+
+
+class ConstantFoldingTestModel(nn.Module):
+    INPUT_SIZE = (1, 3, 3, 3)
+
+    def __init__(self):
+        super().__init__()
+        self.linear_act = nn.Linear(3, 3)
+        self.linear_act.weight.data = 2 * torch.ones((3, 3))
+
+        self.linear_w = nn.Linear(3, 3)
+        self.linear_w.weight.data = 3 * torch.ones((3, 3))
+
+        self.param = nn.Parameter(4 * torch.ones((3, 3)))
+
+    def forward(self, x):
+        y = self.linear_w(self.param)
+        y += 10
+        x = self.linear_act(x)
+        return x + y