diff --git a/nncf/experimental/torch/fx/transformations.py b/nncf/experimental/torch/fx/transformations.py index e2f3bb83f69..6f27b1026dd 100644 --- a/nncf/experimental/torch/fx/transformations.py +++ b/nncf/experimental/torch/fx/transformations.py @@ -21,6 +21,7 @@ import nncf 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 @@ -538,6 +539,7 @@ 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 + constant_fold(model) fuse_conv_bn(model) separate_conv_and_bias(model) separate_linear_and_bias(model) diff --git a/tests/post_training/pipelines/image_classification_torchvision.py b/tests/post_training/pipelines/image_classification_torchvision.py index 82ce5b921a3..b675bd6e814 100644 --- a/tests/post_training/pipelines/image_classification_torchvision.py +++ b/tests/post_training/pipelines/image_classification_torchvision.py @@ -19,7 +19,6 @@ from torch._export import capture_pre_autograd_graph from torchvision import models -from nncf.experimental.torch.fx.constant_folding import constant_fold from nncf.torch import disable_patching from tests.post_training.pipelines.base import PT_BACKENDS from tests.post_training.pipelines.base import BackendType @@ -80,7 +79,6 @@ def prepare_model(self) -> None: with torch.no_grad(): with disable_patching(): self.model = self.model_params.export_fn(model, (self.dummy_tensor,)) - constant_fold(self.model) elif self.backend in PT_BACKENDS: self.model = model 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 a403c4bc8e3..0b00598fb82 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 linear_updated_constant0" [id=15, type=get_attr]; -"16 _tensor_constant0_0_0_nncf_smooth_quant_0" [id=16, type=call_module]; -"17 linear_scale_0" [id=17, type=get_attr]; -"18 linear_zero_point_0" [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 linear_1_updated_constant0" [id=24, type=get_attr]; -"25 relu__0_0_nncf_smooth_quant_0" [id=25, type=call_module]; -"26 linear_1_scale_0" [id=26, type=get_attr]; -"27 linear_1_zero_point_0" [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 linear_2_updated_constant0" [id=44, type=get_attr]; -"45 reshape_0_0_nncf_smooth_quant_0" [id=45, type=call_module]; -"46 quantize_per_tensor_default_1" [id=46, type=quantize_per_tensor]; -"47 dequantize_per_tensor_default_1" [id=47, type=dequantize_per_tensor]; -"48 linear_2_scale_0" [id=48, type=get_attr]; -"49 linear_2_zero_point_0" [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 linear_3_updated_constant0" [id=83, type=get_attr]; -"84 reshape_2_0_0_nncf_smooth_quant_0" [id=84, type=call_module]; -"85 quantize_per_tensor_default_4" [id=85, type=quantize_per_tensor]; -"86 dequantize_per_tensor_default_4" [id=86, type=dequantize_per_tensor]; -"87 linear_3_scale_0" [id=87, type=get_attr]; -"88 linear_3_zero_point_0" [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 linear_4_updated_constant0" [id=103, type=get_attr]; -"104 add_1_0_0_nncf_smooth_quant_0" [id=104, type=call_module]; -"105 quantize_per_tensor_default_5" [id=105, type=quantize_per_tensor]; -"106 dequantize_per_tensor_default_5" [id=106, type=dequantize_per_tensor]; -"107 linear_4_scale_0" [id=107, type=get_attr]; -"108 linear_4_zero_point_0" [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 linear_5_updated_constant0" [id=115, type=get_attr]; -"116 dropout_2_0_0_nncf_smooth_quant_0" [id=116, type=call_module]; -"117 quantize_per_tensor_default_6" [id=117, type=quantize_per_tensor]; -"118 dequantize_per_tensor_default_6" [id=118, type=dequantize_per_tensor]; -"119 linear_5_scale_0" [id=119, type=get_attr]; -"120 linear_5_zero_point_0" [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 linear_6_updated_constant0" [id=131, type=get_attr]; -"132 _tensor_constant2_0_0_nncf_smooth_quant_0" [id=132, type=call_module]; -"133 linear_6_scale_0" [id=133, type=get_attr]; -"134 linear_6_zero_point_0" [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 linear_7_updated_constant0" [id=140, type=get_attr]; -"141 relu__1_0_0_nncf_smooth_quant_0" [id=141, type=call_module]; -"142 linear_7_scale_0" [id=142, type=get_attr]; -"143 linear_7_zero_point_0" [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 linear_8_updated_constant0" [id=161, type=get_attr]; -"162 reshape_4_0_0_nncf_smooth_quant_0" [id=162, type=call_module]; -"163 quantize_per_tensor_default_7" [id=163, type=quantize_per_tensor]; -"164 dequantize_per_tensor_default_7" [id=164, type=dequantize_per_tensor]; -"165 linear_8_scale_0" [id=165, type=get_attr]; -"166 linear_8_zero_point_0" [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 linear_9_updated_constant0" [id=216, type=get_attr]; -"217 reshape_7_0_0_nncf_smooth_quant_0" [id=217, type=call_module]; -"218 quantize_per_tensor_default_10" [id=218, type=quantize_per_tensor]; -"219 dequantize_per_tensor_default_10" [id=219, type=dequantize_per_tensor]; -"220 linear_9_scale_0" [id=220, type=get_attr]; -"221 linear_9_zero_point_0" [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 linear_10_updated_constant0" [id=237, type=get_attr]; -"238 add_5_0_0_nncf_smooth_quant_0" [id=238, type=call_module]; -"239 quantize_per_tensor_default_11" [id=239, type=quantize_per_tensor]; -"240 dequantize_per_tensor_default_11" [id=240, type=dequantize_per_tensor]; -"241 linear_10_scale_0" [id=241, type=get_attr]; -"242 linear_10_zero_point_0" [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 linear_11_updated_constant0" [id=249, type=get_attr]; -"250 dropout_6_0_0_nncf_smooth_quant_0" [id=250, type=call_module]; -"251 quantize_per_tensor_default_12" [id=251, type=quantize_per_tensor]; -"252 dequantize_per_tensor_default_12" [id=252, type=dequantize_per_tensor]; -"253 linear_11_scale_0" [id=253, type=get_attr]; -"254 linear_11_zero_point_0" [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 linear_12_updated_constant0" [id=278, type=get_attr]; -"279 cat_0_0_nncf_smooth_quant_0" [id=279, type=call_module]; -"280 quantize_per_tensor_default_13" [id=280, type=quantize_per_tensor]; -"281 dequantize_per_tensor_default_13" [id=281, type=dequantize_per_tensor]; -"282 linear_12_scale_0" [id=282, type=get_attr]; -"283 linear_12_zero_point_0" [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 linear_13_updated_constant0" [id=291, type=get_attr]; -"292 _tensor_constant13_0_0_nncf_smooth_quant_0" [id=292, type=call_module]; -"293 linear_13_scale_0" [id=293, type=get_attr]; -"294 linear_13_zero_point_0" [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 linear_14_updated_constant0" [id=300, type=get_attr]; -"301 relu__2_0_0_nncf_smooth_quant_0" [id=301, type=call_module]; -"302 linear_14_scale_0" [id=302, type=get_attr]; -"303 linear_14_zero_point_0" [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 linear_15_updated_constant0" [id=320, type=get_attr]; -"321 reshape_9_0_0_nncf_smooth_quant_0" [id=321, type=call_module]; -"322 quantize_per_tensor_default_14" [id=322, type=quantize_per_tensor]; -"323 dequantize_per_tensor_default_14" [id=323, type=dequantize_per_tensor]; -"324 linear_15_scale_0" [id=324, type=get_attr]; -"325 linear_15_zero_point_0" [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 linear_16_updated_constant0" [id=359, type=get_attr]; -"360 reshape_11_0_0_nncf_smooth_quant_0" [id=360, type=call_module]; -"361 quantize_per_tensor_default_17" [id=361, type=quantize_per_tensor]; -"362 dequantize_per_tensor_default_17" [id=362, type=dequantize_per_tensor]; -"363 linear_16_scale_0" [id=363, type=get_attr]; -"364 linear_16_zero_point_0" [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 linear_17_updated_constant0" [id=382, type=get_attr]; -"383 add_8_0_0_nncf_smooth_quant_0" [id=383, type=call_module]; -"384 quantize_per_tensor_default_18" [id=384, type=quantize_per_tensor]; -"385 dequantize_per_tensor_default_18" [id=385, type=dequantize_per_tensor]; -"386 linear_17_scale_0" [id=386, type=get_attr]; -"387 linear_17_zero_point_0" [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 linear_18_updated_constant0" [id=394, type=get_attr]; -"395 dropout_10_0_0_nncf_smooth_quant_0" [id=395, type=call_module]; -"396 quantize_per_tensor_default_19" [id=396, type=quantize_per_tensor]; -"397 dequantize_per_tensor_default_19" [id=397, type=dequantize_per_tensor]; -"398 linear_18_scale_0" [id=398, type=get_attr]; -"399 linear_18_zero_point_0" [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 linear_19_updated_constant0" [id=410, type=get_attr]; -"411 _tensor_constant15_0_0_nncf_smooth_quant_0" [id=411, type=call_module]; -"412 linear_19_scale_0" [id=412, type=get_attr]; -"413 linear_19_zero_point_0" [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 linear_20_updated_constant0" [id=419, type=get_attr]; -"420 relu__3_0_0_nncf_smooth_quant_0" [id=420, type=call_module]; -"421 linear_20_scale_0" [id=421, type=get_attr]; -"422 linear_20_zero_point_0" [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 linear_21_updated_constant0" [id=440, type=get_attr]; -"441 reshape_13_0_0_nncf_smooth_quant_0" [id=441, type=call_module]; -"442 quantize_per_tensor_default_20" [id=442, type=quantize_per_tensor]; -"443 dequantize_per_tensor_default_20" [id=443, type=dequantize_per_tensor]; -"444 linear_21_scale_0" [id=444, type=get_attr]; -"445 linear_21_zero_point_0" [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 linear_22_updated_constant0" [id=495, type=get_attr]; -"496 reshape_16_0_0_nncf_smooth_quant_0" [id=496, type=call_module]; -"497 quantize_per_tensor_default_23" [id=497, type=quantize_per_tensor]; -"498 dequantize_per_tensor_default_23" [id=498, type=dequantize_per_tensor]; -"499 linear_22_scale_0" [id=499, type=get_attr]; -"500 linear_22_zero_point_0" [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 linear_23_updated_constant0" [id=519, type=get_attr]; -"520 add_12_0_0_nncf_smooth_quant_0" [id=520, type=call_module]; -"521 quantize_per_tensor_default_24" [id=521, type=quantize_per_tensor]; -"522 dequantize_per_tensor_default_24" [id=522, type=dequantize_per_tensor]; -"523 linear_23_scale_0" [id=523, type=get_attr]; -"524 linear_23_zero_point_0" [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 linear_24_updated_constant0" [id=531, type=get_attr]; -"532 dropout_14_0_0_nncf_smooth_quant_0" [id=532, type=call_module]; -"533 quantize_per_tensor_default_25" [id=533, type=quantize_per_tensor]; -"534 dequantize_per_tensor_default_25" [id=534, type=dequantize_per_tensor]; -"535 linear_24_scale_0" [id=535, type=get_attr]; -"536 linear_24_zero_point_0" [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 linear_25_updated_constant0" [id=560, type=get_attr]; -"561 cat_1_0_0_nncf_smooth_quant_0" [id=561, type=call_module]; -"562 quantize_per_tensor_default_26" [id=562, type=quantize_per_tensor]; -"563 dequantize_per_tensor_default_26" [id=563, type=dequantize_per_tensor]; -"564 linear_25_scale_0" [id=564, type=get_attr]; -"565 linear_25_zero_point_0" [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 linear_26_updated_constant0" [id=573, type=get_attr]; -"574 _tensor_constant26_0_0_nncf_smooth_quant_0" [id=574, type=call_module]; -"575 linear_26_scale_0" [id=575, type=get_attr]; -"576 linear_26_zero_point_0" [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 linear_27_updated_constant0" [id=582, type=get_attr]; -"583 relu__4_0_0_nncf_smooth_quant_0" [id=583, type=call_module]; -"584 linear_27_scale_0" [id=584, type=get_attr]; -"585 linear_27_zero_point_0" [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 linear_28_updated_constant0" [id=602, type=get_attr]; -"603 reshape_18_0_0_nncf_smooth_quant_0" [id=603, type=call_module]; -"604 quantize_per_tensor_default_27" [id=604, type=quantize_per_tensor]; -"605 dequantize_per_tensor_default_27" [id=605, type=dequantize_per_tensor]; -"606 linear_28_scale_0" [id=606, type=get_attr]; -"607 linear_28_zero_point_0" [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 linear_29_updated_constant0" [id=641, type=get_attr]; -"642 reshape_20_0_0_nncf_smooth_quant_0" [id=642, type=call_module]; -"643 quantize_per_tensor_default_30" [id=643, type=quantize_per_tensor]; -"644 dequantize_per_tensor_default_30" [id=644, type=dequantize_per_tensor]; -"645 linear_29_scale_0" [id=645, type=get_attr]; -"646 linear_29_zero_point_0" [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]; 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-"1908 dequantize_per_tensor_default_89" [id=1908, type=dequantize_per_tensor]; -"1909 transpose_28" [id=1909, type=transpose]; -"1910 matmul_28" [id=1910, type=matmul]; -"1911 _param_constant239" [id=1911, type=get_attr]; -"1912 clamp_14" [id=1912, type=clamp]; -"1913 exp_14" [id=1913, type=exp]; -"1914 mul_29" [id=1914, type=mul]; -"1915 add_49" [id=1915, type=add]; -"1916 softmax_14" [id=1916, type=softmax]; -"1917 dropout_56" [id=1917, type=dropout]; -"1918 matmul_29" [id=1918, type=matmul]; -"1919 transpose_29" [id=1919, type=transpose]; -"1920 reshape_65" [id=1920, type=reshape]; -"1921 linear_89_updated_constant0" [id=1921, type=get_attr]; -"1922 reshape_65_0_0_nncf_smooth_quant_0" [id=1922, type=call_module]; -"1923 quantize_per_tensor_default_90" [id=1923, type=quantize_per_tensor]; -"1924 dequantize_per_tensor_default_90" [id=1924, type=dequantize_per_tensor]; -"1925 linear_89_scale_0" [id=1925, type=get_attr]; -"1926 linear_89_zero_point_0" [id=1926, type=get_attr]; -"1927 quantize_per_channel_default_90" [id=1927, type=quantize_per_channel]; -"1928 dequantize_per_channel_default_90" [id=1928, type=dequantize_per_channel]; -"1929 _param_constant241_0_0" [id=1929, type=get_attr]; -"1930 linear_89" [id=1930, type=linear]; -"1931 dropout_57" [id=1931, type=dropout]; -"1932 view_80" [id=1932, type=view]; -"1933 permute_67" [id=1933, type=permute]; -"1934 reshape_66" [id=1934, type=reshape]; -"1935 slice_218" [id=1935, type=slice]; -"1936 slice_219" [id=1936, type=slice]; -"1937 slice_220" [id=1937, type=slice]; -"1938 slice_221" [id=1938, type=slice]; -"1939 contiguous_27" [id=1939, type=contiguous]; -"1940 _param_constant242" [id=1940, type=get_attr]; -"1941 _param_constant243" [id=1941, type=get_attr]; -"1942 layer_norm_31" [id=1942, type=layer_norm]; -"1943 add_50" [id=1943, type=add]; -"1944 linear_90_updated_constant0" [id=1944, type=get_attr]; -"1945 add_50_0_0_nncf_smooth_quant_0" [id=1945, type=call_module]; -"1946 quantize_per_tensor_default_91" [id=1946, type=quantize_per_tensor]; -"1947 dequantize_per_tensor_default_91" [id=1947, type=dequantize_per_tensor]; -"1948 linear_90_scale_0" [id=1948, type=get_attr]; -"1949 linear_90_zero_point_0" [id=1949, type=get_attr]; -"1950 quantize_per_channel_default_91" [id=1950, type=quantize_per_channel]; -"1951 dequantize_per_channel_default_91" [id=1951, type=dequantize_per_channel]; -"1952 _param_constant245_0_0" [id=1952, type=get_attr]; -"1953 linear_90" [id=1953, type=linear]; -"1954 gelu_14" [id=1954, type=gelu]; -"1955 dropout_58" [id=1955, type=dropout]; -"1956 linear_91_updated_constant0" [id=1956, type=get_attr]; -"1957 dropout_58_0_0_nncf_smooth_quant_0" [id=1957, type=call_module]; -"1958 quantize_per_tensor_default_92" [id=1958, type=quantize_per_tensor]; -"1959 dequantize_per_tensor_default_92" [id=1959, type=dequantize_per_tensor]; -"1960 linear_91_scale_0" [id=1960, type=get_attr]; -"1961 linear_91_zero_point_0" [id=1961, type=get_attr]; -"1962 quantize_per_channel_default_92" [id=1962, type=quantize_per_channel]; -"1963 dequantize_per_channel_default_92" [id=1963, type=dequantize_per_channel]; -"1964 _param_constant247_0_0" [id=1964, type=get_attr]; -"1965 linear_91" [id=1965, type=linear]; -"1966 dropout_59" [id=1966, type=dropout]; -"1967 _param_constant248" [id=1967, type=get_attr]; -"1968 _param_constant249" [id=1968, type=get_attr]; -"1969 layer_norm_32" [id=1969, type=layer_norm]; -"1970 add_51" [id=1970, type=add]; -"1971 _tensor_constant93" [id=1971, type=get_attr]; -"1972 linear_92_updated_constant0" [id=1972, type=get_attr]; -"1973 _tensor_constant93_0_0_nncf_smooth_quant_0" [id=1973, type=call_module]; -"1974 linear_92_scale_0" [id=1974, type=get_attr]; -"1975 linear_92_zero_point_0" [id=1975, type=get_attr]; -"1976 quantize_per_channel_default_93" [id=1976, type=quantize_per_channel]; -"1977 dequantize_per_channel_default_93" [id=1977, type=dequantize_per_channel]; -"1978 _param_constant251_0_0" [id=1978, type=get_attr]; -"1979 linear_92" [id=1979, type=linear]; -"1980 relu__15" [id=1980, type=relu_]; -"1981 linear_93_updated_constant0" [id=1981, type=get_attr]; -"1982 relu__15_0_0_nncf_smooth_quant_0" [id=1982, type=call_module]; -"1983 linear_93_scale_0" [id=1983, type=get_attr]; -"1984 linear_93_zero_point_0" [id=1984, type=get_attr]; -"1985 quantize_per_channel_default_94" [id=1985, type=quantize_per_channel]; -"1986 dequantize_per_channel_default_94" [id=1986, type=dequantize_per_channel]; -"1987 linear_93" [id=1987, type=linear]; -"1988 view_81" [id=1988, type=view]; -"1989 _tensor_constant94" [id=1989, type=get_attr]; -"1990 index_15" [id=1990, type=index]; -"1991 view_82" [id=1991, type=view]; -"1992 permute_68" [id=1992, type=permute]; -"1993 contiguous_28" [id=1993, type=contiguous]; -"1994 unsqueeze_43" [id=1994, type=unsqueeze]; -"1995 sigmoid_15" [id=1995, type=sigmoid]; -"1996 mul_30" [id=1996, type=mul]; -"1997 pad_17" [id=1997, type=pad]; -"1998 roll_14" [id=1998, type=roll]; -"1999 view_83" [id=1999, type=view]; -"2000 permute_69" [id=2000, type=permute]; -"2001 reshape_67" [id=2001, type=reshape]; -"2002 linear_94_updated_constant0" [id=2002, type=get_attr]; -"2003 reshape_67_0_0_nncf_smooth_quant_0" [id=2003, type=call_module]; -"2004 quantize_per_tensor_default_93" [id=2004, type=quantize_per_tensor]; -"2005 dequantize_per_tensor_default_93" [id=2005, type=dequantize_per_tensor]; -"2006 linear_94_scale_0" [id=2006, type=get_attr]; -"2007 linear_94_zero_point_0" [id=2007, type=get_attr]; -"2008 quantize_per_channel_default_95" [id=2008, type=quantize_per_channel]; -"2009 dequantize_per_channel_default_95" [id=2009, type=dequantize_per_channel]; -"2010 _param_constant253_0_0" [id=2010, type=get_attr]; -"2011 linear_94" [id=2011, type=linear]; -"2012 reshape_68" [id=2012, type=reshape]; -"2013 permute_70" [id=2013, type=permute]; -"2014 select_45" [id=2014, type=select]; -"2015 select_46" [id=2015, type=select]; -"2016 select_47" [id=2016, type=select]; -"2017 linalg_vector_norm_30" [id=2017, type=linalg_vector_norm]; -"2018 clamp_min_30" [id=2018, type=clamp_min]; -"2019 expand_as_30" [id=2019, type=expand_as]; -"2020 div_30" [id=2020, type=div]; 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-"2083 quantize_per_tensor_default_97" [id=2083, type=quantize_per_tensor]; -"2084 dequantize_per_tensor_default_97" [id=2084, type=dequantize_per_tensor]; -"2085 linear_96_scale_0" [id=2085, type=get_attr]; -"2086 linear_96_zero_point_0" [id=2086, type=get_attr]; -"2087 quantize_per_channel_default_97" [id=2087, type=quantize_per_channel]; -"2088 dequantize_per_channel_default_97" [id=2088, type=dequantize_per_channel]; -"2089 _param_constant261_0_0" [id=2089, type=get_attr]; -"2090 linear_96" [id=2090, type=linear]; -"2091 gelu_15" [id=2091, type=gelu]; -"2092 dropout_62" [id=2092, type=dropout]; -"2093 linear_97_updated_constant0" [id=2093, type=get_attr]; -"2094 dropout_62_0_0_nncf_smooth_quant_0" [id=2094, type=call_module]; -"2095 quantize_per_tensor_default_98" [id=2095, type=quantize_per_tensor]; -"2096 dequantize_per_tensor_default_98" [id=2096, type=dequantize_per_tensor]; -"2097 linear_97_scale_0" [id=2097, type=get_attr]; -"2098 linear_97_zero_point_0" [id=2098, type=get_attr]; 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+"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 linear_144_updated_constant0" [id=2442, type=get_attr]; +"2443 reshape_105_0_0_nncf_smooth_quant_0" [id=2443, type=call_module]; +"2444 quantize_per_tensor_default_145" [id=2444, type=quantize_per_tensor]; +"2445 dequantize_per_tensor_default_145" [id=2445, type=dequantize_per_tensor]; +"2446 linear_144_scale_0" [id=2446, type=get_attr]; +"2447 linear_144_zero_point_0" [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 linear_145_updated_constant0" [id=2465, type=get_attr]; +"2466 add_81_0_0_nncf_smooth_quant_0" [id=2466, type=call_module]; +"2467 quantize_per_tensor_default_146" [id=2467, type=quantize_per_tensor]; +"2468 dequantize_per_tensor_default_146" [id=2468, type=dequantize_per_tensor]; +"2469 linear_145_scale_0" [id=2469, type=get_attr]; +"2470 linear_145_zero_point_0" [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 linear_146_updated_constant0" [id=2477, type=get_attr]; +"2478 dropout_94_0_0_nncf_smooth_quant_0" [id=2478, type=call_module]; +"2479 quantize_per_tensor_default_147" [id=2479, type=quantize_per_tensor]; +"2480 dequantize_per_tensor_default_147" [id=2480, type=dequantize_per_tensor]; +"2481 linear_146_scale_0" [id=2481, type=get_attr]; +"2482 linear_146_zero_point_0" [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 linear_147_updated_constant0" [id=2498, type=get_attr]; +"2499 flatten_0_0_nncf_smooth_quant_0" [id=2499, type=call_module]; +"2500 quantize_per_tensor_default_148" [id=2500, type=quantize_per_tensor]; +"2501 dequantize_per_tensor_default_148" [id=2501, type=dequantize_per_tensor]; +"2502 linear_147_scale_0" [id=2502, type=get_attr]; +"2503 linear_147_zero_point_0" [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" -> "16 _tensor_constant0_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"15 linear_updated_constant0" -> "19 quantize_per_channel_default_1" [label="(512, 2)", style=solid]; -"16 _tensor_constant0_0_0_nncf_smooth_quant_0" -> "22 linear" [label="(1, 15, 15, 2)", style=solid]; -"17 linear_scale_0" -> "19 quantize_per_channel_default_1" [label="(512,)", style=solid]; -"17 linear_scale_0" -> "20 dequantize_per_channel_default_1" [label="(512,)", style=solid]; -"18 linear_zero_point_0" -> "19 quantize_per_channel_default_1" [label="(512,)", style=solid]; -"18 linear_zero_point_0" -> "20 dequantize_per_channel_default_1" [label="(512,)", 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_" -> "25 relu__0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"24 linear_1_updated_constant0" -> "28 quantize_per_channel_default_2" [label="(3, 512)", style=solid]; -"25 relu__0_0_nncf_smooth_quant_0" -> "30 linear_1" [label="(1, 15, 15, 512)", style=solid]; -"26 linear_1_scale_0" -> "28 quantize_per_channel_default_2" [label="(3,)", style=solid]; -"26 linear_1_scale_0" -> "29 dequantize_per_channel_default_2" [label="(3,)", style=solid]; -"27 linear_1_zero_point_0" -> "28 quantize_per_channel_default_2" [label="(3,)", style=solid]; -"27 linear_1_zero_point_0" -> "29 dequantize_per_channel_default_2" [label="(3,)", 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" -> "45 reshape_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; -"44 linear_2_updated_constant0" -> "50 quantize_per_channel_default_3" [label="(288, 96)", style=solid]; -"45 reshape_0_0_nncf_smooth_quant_0" -> "46 quantize_per_tensor_default_1" [label="(49, 64, 96)", style=solid]; -"46 quantize_per_tensor_default_1" -> "47 dequantize_per_tensor_default_1" [label="(49, 64, 96)", style=solid]; -"47 dequantize_per_tensor_default_1" -> "53 linear_2" [label="(49, 64, 96)", style=solid]; -"48 linear_2_scale_0" -> "50 quantize_per_channel_default_3" [label="(288,)", style=solid]; -"48 linear_2_scale_0" -> "51 dequantize_per_channel_default_3" [label="(288,)", style=solid]; -"49 linear_2_zero_point_0" -> "50 quantize_per_channel_default_3" [label="(288,)", style=solid]; -"49 linear_2_zero_point_0" -> "51 dequantize_per_channel_default_3" [label="(288,)", 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" -> "84 reshape_2_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; -"83 linear_3_updated_constant0" -> "89 quantize_per_channel_default_4" [label="(96, 96)", style=solid]; -"84 reshape_2_0_0_nncf_smooth_quant_0" -> "85 quantize_per_tensor_default_4" [label="(49, 64, 96)", style=solid]; -"85 quantize_per_tensor_default_4" -> "86 dequantize_per_tensor_default_4" [label="(49, 64, 96)", style=solid]; -"86 dequantize_per_tensor_default_4" -> "92 linear_3" [label="(49, 64, 96)", style=solid]; -"87 linear_3_scale_0" -> "89 quantize_per_channel_default_4" [label="(96,)", style=solid]; -"87 linear_3_scale_0" -> "90 dequantize_per_channel_default_4" [label="(96,)", style=solid]; -"88 linear_3_zero_point_0" -> "89 quantize_per_channel_default_4" [label="(96,)", style=solid]; -"88 linear_3_zero_point_0" -> "90 dequantize_per_channel_default_4" [label="(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" -> "104 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 linear_4_updated_constant0" -> "109 quantize_per_channel_default_5" [label="(384, 96)", style=solid]; -"104 add_1_0_0_nncf_smooth_quant_0" -> "105 quantize_per_tensor_default_5" [label="(1, 56, 56, 96)", style=solid]; -"105 quantize_per_tensor_default_5" -> "106 dequantize_per_tensor_default_5" [label="(1, 56, 56, 96)", style=solid]; -"106 dequantize_per_tensor_default_5" -> "112 linear_4" [label="(1, 56, 56, 96)", style=solid]; -"107 linear_4_scale_0" -> "109 quantize_per_channel_default_5" [label="(384,)", style=solid]; -"107 linear_4_scale_0" -> "110 dequantize_per_channel_default_5" [label="(384,)", style=solid]; -"108 linear_4_zero_point_0" -> "109 quantize_per_channel_default_5" [label="(384,)", style=solid]; -"108 linear_4_zero_point_0" -> "110 dequantize_per_channel_default_5" [label="(384,)", 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" -> "116 dropout_2_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 384)", style=solid]; -"115 linear_5_updated_constant0" -> "121 quantize_per_channel_default_6" [label="(96, 384)", style=solid]; -"116 dropout_2_0_0_nncf_smooth_quant_0" -> "117 quantize_per_tensor_default_6" [label="(1, 56, 56, 384)", style=solid]; -"117 quantize_per_tensor_default_6" -> "118 dequantize_per_tensor_default_6" [label="(1, 56, 56, 384)", style=solid]; -"118 dequantize_per_tensor_default_6" -> "124 linear_5" [label="(1, 56, 56, 384)", style=solid]; -"119 linear_5_scale_0" -> "121 quantize_per_channel_default_6" [label="(96,)", style=solid]; -"119 linear_5_scale_0" -> "122 dequantize_per_channel_default_6" [label="(96,)", style=solid]; -"120 linear_5_zero_point_0" -> "121 quantize_per_channel_default_6" [label="(96,)", style=solid]; -"120 linear_5_zero_point_0" -> "122 dequantize_per_channel_default_6" [label="(96,)", style=solid]; -"121 quantize_per_channel_default_6" -> "122 dequantize_per_channel_default_6" [label="(96, 384)", style=solid]; -"122 dequantize_per_channel_default_6" -> "124 linear_5" [label="(96, 384)", style=solid]; -"123 _param_constant17_0_0" -> "124 linear_5" [label="(96,)", 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" -> "132 _tensor_constant2_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"131 linear_6_updated_constant0" -> "135 quantize_per_channel_default_7" [label="(512, 2)", style=solid]; -"132 _tensor_constant2_0_0_nncf_smooth_quant_0" -> "138 linear_6" [label="(1, 15, 15, 2)", style=solid]; -"133 linear_6_scale_0" -> "135 quantize_per_channel_default_7" [label="(512,)", style=solid]; -"133 linear_6_scale_0" -> "136 dequantize_per_channel_default_7" [label="(512,)", style=solid]; -"134 linear_6_zero_point_0" -> "135 quantize_per_channel_default_7" [label="(512,)", style=solid]; -"134 linear_6_zero_point_0" -> "136 dequantize_per_channel_default_7" [label="(512,)", style=solid]; -"135 quantize_per_channel_default_7" -> "136 dequantize_per_channel_default_7" [label="(512, 2)", style=solid]; -"136 dequantize_per_channel_default_7" -> "138 linear_6" [label="(512, 2)", style=solid]; -"137 _param_constant21_0_0" -> "138 linear_6" [label="(512,)", style=solid]; -"138 linear_6" -> "139 relu__1" [label="(1, 15, 15, 512)", style=solid]; -"139 relu__1" -> "141 relu__1_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"140 linear_7_updated_constant0" -> "144 quantize_per_channel_default_8" [label="(3, 512)", style=solid]; -"141 relu__1_0_0_nncf_smooth_quant_0" -> "146 linear_7" [label="(1, 15, 15, 512)", style=solid]; -"142 linear_7_scale_0" -> "144 quantize_per_channel_default_8" [label="(3,)", style=solid]; -"142 linear_7_scale_0" -> "145 dequantize_per_channel_default_8" [label="(3,)", style=solid]; -"143 linear_7_zero_point_0" -> "144 quantize_per_channel_default_8" [label="(3,)", style=solid]; -"143 linear_7_zero_point_0" -> "145 dequantize_per_channel_default_8" [label="(3,)", style=solid]; -"144 quantize_per_channel_default_8" -> "145 dequantize_per_channel_default_8" [label="(3, 512)", style=solid]; -"145 dequantize_per_channel_default_8" -> "146 linear_7" [label="(3, 512)", style=solid]; -"146 linear_7" -> "147 view_4" [label="(1, 15, 15, 3)", style=solid]; 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-"160 reshape_4" -> "195 new_zeros" [label="(49, 64, 96)", style=solid]; -"161 linear_8_updated_constant0" -> "167 quantize_per_channel_default_9" [label="(288, 96)", style=solid]; -"162 reshape_4_0_0_nncf_smooth_quant_0" -> "163 quantize_per_tensor_default_7" [label="(49, 64, 96)", style=solid]; -"163 quantize_per_tensor_default_7" -> "164 dequantize_per_tensor_default_7" [label="(49, 64, 96)", style=solid]; -"164 dequantize_per_tensor_default_7" -> "170 linear_8" [label="(49, 64, 96)", style=solid]; -"165 linear_8_scale_0" -> "167 quantize_per_channel_default_9" [label="(288,)", style=solid]; -"165 linear_8_scale_0" -> "168 dequantize_per_channel_default_9" [label="(288,)", style=solid]; -"166 linear_8_zero_point_0" -> "167 quantize_per_channel_default_9" [label="(288,)", style=solid]; -"166 linear_8_zero_point_0" -> "168 dequantize_per_channel_default_9" [label="(288,)", style=solid]; -"167 quantize_per_channel_default_9" -> "168 dequantize_per_channel_default_9" [label="(288, 96)", style=solid]; -"168 dequantize_per_channel_default_9" -> "170 linear_8" [label="(288, 96)", style=solid]; -"169 _param_constant23_0_0" -> "170 linear_8" [label="(288,)", style=solid]; -"170 linear_8" -> "171 reshape_5" [label="(49, 64, 288)", style=solid]; -"171 reshape_5" -> "172 permute_7" [label="(49, 64, 3, 3, 32)", style=solid]; -"172 permute_7" -> "173 select_3" [label="(3, 49, 3, 64, 32)", style=solid]; -"172 permute_7" -> "174 select_4" [label="(3, 49, 3, 64, 32)", style=solid]; -"172 permute_7" -> "175 select_5" [label="(3, 49, 3, 64, 32)", style=solid]; -"173 select_3" -> "176 linalg_vector_norm_2" [label="(49, 3, 64, 32)", style=solid]; -"173 select_3" -> "178 expand_as_2" [label="(49, 3, 64, 32)", style=solid]; -"173 select_3" -> "179 div_2" [label="(49, 3, 64, 32)", style=solid]; -"174 select_4" -> "182 linalg_vector_norm_3" [label="(49, 3, 64, 32)", style=solid]; -"174 select_4" -> "184 expand_as_3" [label="(49, 3, 64, 32)", style=solid]; -"174 select_4" -> "185 div_3" [label="(49, 3, 64, 32)", style=solid]; -"175 select_5" -> "213 matmul_3" [label="(49, 3, 64, 32)", style=solid]; -"176 linalg_vector_norm_2" -> "177 clamp_min_2" [label="(49, 3, 64, 1)", style=solid]; -"177 clamp_min_2" -> "178 expand_as_2" [label="(49, 3, 64, 1)", style=solid]; -"178 expand_as_2" -> "179 div_2" [label="(49, 3, 64, 32)", style=solid]; -"179 div_2" -> "180 quantize_per_tensor_default_8" [label="(49, 3, 64, 32)", style=solid]; -"180 quantize_per_tensor_default_8" -> "181 dequantize_per_tensor_default_8" [label="(49, 3, 64, 32)", style=solid]; -"181 dequantize_per_tensor_default_8" -> "189 matmul_2" [label="(49, 3, 64, 32)", style=solid]; -"182 linalg_vector_norm_3" -> "183 clamp_min_3" [label="(49, 3, 64, 1)", style=solid]; -"183 clamp_min_3" -> "184 expand_as_3" [label="(49, 3, 64, 1)", style=solid]; -"184 expand_as_3" -> "185 div_3" [label="(49, 3, 64, 32)", style=solid]; -"185 div_3" -> "186 quantize_per_tensor_default_9" [label="(49, 3, 64, 32)", style=solid]; -"186 quantize_per_tensor_default_9" -> "187 dequantize_per_tensor_default_9" [label="(49, 3, 64, 32)", style=solid]; -"187 dequantize_per_tensor_default_9" -> "188 transpose_2" [label="(49, 3, 64, 32)", style=solid]; -"188 transpose_2" -> "189 matmul_2" [label="(49, 3, 32, 64)", style=solid]; -"189 matmul_2" -> "193 mul_3" [label="(49, 3, 64, 64)", style=solid]; -"190 _param_constant25" -> "191 clamp_1" [label="(3, 1, 1)", style=solid]; -"191 clamp_1" -> "192 exp_1" [label="(3, 1, 1)", style=solid]; -"192 exp_1" -> "193 mul_3" [label="(3, 1, 1)", style=solid]; -"193 mul_3" -> "194 add_3" [label="(49, 3, 64, 64)", style=solid]; -"194 add_3" -> "206 view_8" [label="(49, 3, 64, 64)", style=solid]; -"195 new_zeros" -> "196 view_7" [label="(56, 56)", style=solid]; -"196 view_7" -> "197 permute_8" [label="(7, 8, 7, 8)", style=solid]; -"197 permute_8" -> "198 reshape_6" [label="(7, 7, 8, 8)", style=solid]; -"198 reshape_6" -> "199 unsqueeze_2" [label="(49, 64)", style=solid]; -"198 reshape_6" -> "200 unsqueeze_3" [label="(49, 64)", style=solid]; -"199 unsqueeze_2" -> "201 sub" [label="(49, 1, 64)", style=solid]; 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-"212 dropout_4" -> "213 matmul_3" [label="(49, 3, 64, 64)", style=solid]; -"213 matmul_3" -> "214 transpose_3" [label="(49, 3, 64, 32)", style=solid]; -"214 transpose_3" -> "215 reshape_7" [label="(49, 64, 3, 32)", style=solid]; -"215 reshape_7" -> "217 reshape_7_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; -"216 linear_9_updated_constant0" -> "222 quantize_per_channel_default_10" [label="(96, 96)", style=solid]; -"217 reshape_7_0_0_nncf_smooth_quant_0" -> "218 quantize_per_tensor_default_10" [label="(49, 64, 96)", style=solid]; -"218 quantize_per_tensor_default_10" -> "219 dequantize_per_tensor_default_10" [label="(49, 64, 96)", style=solid]; -"219 dequantize_per_tensor_default_10" -> "225 linear_9" [label="(49, 64, 96)", style=solid]; -"220 linear_9_scale_0" -> "222 quantize_per_channel_default_10" [label="(96,)", style=solid]; -"220 linear_9_scale_0" -> "223 dequantize_per_channel_default_10" [label="(96,)", style=solid]; -"221 linear_9_zero_point_0" -> "222 quantize_per_channel_default_10" [label="(96,)", style=solid]; 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-"312 contiguous_2" -> "313 unsqueeze_6" [label="(6, 64, 64)", style=solid]; -"313 unsqueeze_6" -> "314 sigmoid_2" [label="(1, 6, 64, 64)", style=solid]; -"314 sigmoid_2" -> "315 mul_4" [label="(1, 6, 64, 64)", style=solid]; -"315 mul_4" -> "353 add_7" [label="(1, 6, 64, 64)", style=solid]; -"316 pad_3" -> "317 view_13" [label="(1, 32, 32, 192)", style=solid]; -"317 view_13" -> "318 permute_11" [label="(1, 4, 8, 4, 8, 192)", style=solid]; -"318 permute_11" -> "319 reshape_9" [label="(1, 4, 4, 8, 8, 192)", style=solid]; -"319 reshape_9" -> "321 reshape_9_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; -"320 linear_15_updated_constant0" -> "326 quantize_per_channel_default_16" [label="(576, 192)", style=solid]; -"321 reshape_9_0_0_nncf_smooth_quant_0" -> "322 quantize_per_tensor_default_14" [label="(16, 64, 192)", style=solid]; -"322 quantize_per_tensor_default_14" -> "323 dequantize_per_tensor_default_14" [label="(16, 64, 192)", style=solid]; -"323 dequantize_per_tensor_default_14" -> "329 linear_15" [label="(16, 64, 192)", style=solid]; -"324 linear_15_scale_0" -> "326 quantize_per_channel_default_16" [label="(576,)", style=solid]; -"324 linear_15_scale_0" -> "327 dequantize_per_channel_default_16" [label="(576,)", style=solid]; -"325 linear_15_zero_point_0" -> "326 quantize_per_channel_default_16" [label="(576,)", style=solid]; -"325 linear_15_zero_point_0" -> "327 dequantize_per_channel_default_16" [label="(576,)", style=solid]; -"326 quantize_per_channel_default_16" -> "327 dequantize_per_channel_default_16" [label="(576, 192)", style=solid]; -"327 dequantize_per_channel_default_16" -> "329 linear_15" [label="(576, 192)", style=solid]; -"328 _param_constant42_0_0" -> "329 linear_15" [label="(576,)", style=solid]; -"329 linear_15" -> "330 reshape_10" [label="(16, 64, 576)", style=solid]; -"330 reshape_10" -> "331 permute_12" [label="(16, 64, 3, 6, 32)", style=solid]; -"331 permute_12" -> "332 select_6" [label="(3, 16, 6, 64, 32)", style=solid]; -"331 permute_12" -> "333 select_7" [label="(3, 16, 6, 64, 32)", style=solid]; -"331 permute_12" -> "334 select_8" [label="(3, 16, 6, 64, 32)", style=solid]; -"332 select_6" -> "335 linalg_vector_norm_4" [label="(16, 6, 64, 32)", style=solid]; -"332 select_6" -> "337 expand_as_4" [label="(16, 6, 64, 32)", style=solid]; -"332 select_6" -> "338 div_4" [label="(16, 6, 64, 32)", style=solid]; -"333 select_7" -> "341 linalg_vector_norm_5" [label="(16, 6, 64, 32)", style=solid]; -"333 select_7" -> "343 expand_as_5" [label="(16, 6, 64, 32)", style=solid]; -"333 select_7" -> "344 div_5" [label="(16, 6, 64, 32)", style=solid]; -"334 select_8" -> "356 matmul_5" [label="(16, 6, 64, 32)", style=solid]; -"335 linalg_vector_norm_4" -> "336 clamp_min_4" [label="(16, 6, 64, 1)", style=solid]; -"336 clamp_min_4" -> "337 expand_as_4" [label="(16, 6, 64, 1)", style=solid]; -"337 expand_as_4" -> "338 div_4" [label="(16, 6, 64, 32)", style=solid]; -"338 div_4" -> "339 quantize_per_tensor_default_15" [label="(16, 6, 64, 32)", style=solid]; -"339 quantize_per_tensor_default_15" -> "340 dequantize_per_tensor_default_15" [label="(16, 6, 64, 32)", style=solid]; -"340 dequantize_per_tensor_default_15" -> "348 matmul_4" [label="(16, 6, 64, 32)", style=solid]; -"341 linalg_vector_norm_5" -> "342 clamp_min_5" [label="(16, 6, 64, 1)", style=solid]; -"342 clamp_min_5" -> "343 expand_as_5" [label="(16, 6, 64, 1)", style=solid]; -"343 expand_as_5" -> "344 div_5" [label="(16, 6, 64, 32)", style=solid]; -"344 div_5" -> "345 quantize_per_tensor_default_16" [label="(16, 6, 64, 32)", style=solid]; -"345 quantize_per_tensor_default_16" -> "346 dequantize_per_tensor_default_16" [label="(16, 6, 64, 32)", style=solid]; -"346 dequantize_per_tensor_default_16" -> "347 transpose_4" [label="(16, 6, 64, 32)", style=solid]; -"347 transpose_4" -> "348 matmul_4" [label="(16, 6, 32, 64)", style=solid]; -"348 matmul_4" -> "352 mul_5" [label="(16, 6, 64, 64)", style=solid]; -"349 _param_constant44" -> "350 clamp_2" [label="(6, 1, 1)", style=solid]; -"350 clamp_2" -> "351 exp_2" [label="(6, 1, 1)", style=solid]; -"351 exp_2" -> "352 mul_5" [label="(6, 1, 1)", style=solid]; -"352 mul_5" -> "353 add_7" [label="(16, 6, 64, 64)", style=solid]; -"353 add_7" -> "354 softmax_2" [label="(16, 6, 64, 64)", style=solid]; -"354 softmax_2" -> "355 dropout_8" [label="(16, 6, 64, 64)", style=solid]; -"355 dropout_8" -> "356 matmul_5" [label="(16, 6, 64, 64)", style=solid]; -"356 matmul_5" -> "357 transpose_5" [label="(16, 6, 64, 32)", style=solid]; -"357 transpose_5" -> "358 reshape_11" [label="(16, 64, 6, 32)", style=solid]; -"358 reshape_11" -> "360 reshape_11_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; -"359 linear_16_updated_constant0" -> "365 quantize_per_channel_default_17" [label="(192, 192)", style=solid]; -"360 reshape_11_0_0_nncf_smooth_quant_0" -> "361 quantize_per_tensor_default_17" [label="(16, 64, 192)", style=solid]; -"361 quantize_per_tensor_default_17" -> "362 dequantize_per_tensor_default_17" [label="(16, 64, 192)", style=solid]; -"362 dequantize_per_tensor_default_17" -> "368 linear_16" [label="(16, 64, 192)", style=solid]; -"363 linear_16_scale_0" -> "365 quantize_per_channel_default_17" [label="(192,)", style=solid]; -"363 linear_16_scale_0" -> "366 dequantize_per_channel_default_17" [label="(192,)", style=solid]; -"364 linear_16_zero_point_0" -> "365 quantize_per_channel_default_17" [label="(192,)", style=solid]; -"364 linear_16_zero_point_0" -> "366 dequantize_per_channel_default_17" [label="(192,)", style=solid]; -"365 quantize_per_channel_default_17" -> "366 dequantize_per_channel_default_17" [label="(192, 192)", style=solid]; -"366 dequantize_per_channel_default_17" -> "368 linear_16" [label="(192, 192)", style=solid]; -"367 _param_constant46_0_0" -> "368 linear_16" [label="(192,)", style=solid]; -"368 linear_16" -> "369 dropout_9" [label="(16, 64, 192)", style=solid]; -"369 dropout_9" -> "370 view_14" [label="(16, 64, 192)", style=solid]; -"370 view_14" -> "371 permute_13" [label="(1, 4, 4, 8, 8, 192)", style=solid]; -"371 permute_13" -> "372 reshape_12" [label="(1, 4, 8, 4, 8, 192)", style=solid]; -"372 reshape_12" -> "373 slice_38" [label="(1, 32, 32, 192)", style=solid]; -"373 slice_38" -> "374 slice_39" [label="(1, 32, 32, 192)", style=solid]; 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-"1826 add_47_0_0_nncf_smooth_quant_0" -> "1827 quantize_per_tensor_default_85" [label="(1, 14, 14, 384)", style=solid]; -"1827 quantize_per_tensor_default_85" -> "1828 dequantize_per_tensor_default_85" [label="(1, 14, 14, 384)", style=solid]; -"1828 dequantize_per_tensor_default_85" -> "1834 linear_84" [label="(1, 14, 14, 384)", style=solid]; -"1829 linear_84_scale_0" -> "1831 quantize_per_channel_default_85" [label="(1536,)", style=solid]; -"1829 linear_84_scale_0" -> "1832 dequantize_per_channel_default_85" [label="(1536,)", style=solid]; -"1830 linear_84_zero_point_0" -> "1831 quantize_per_channel_default_85" [label="(1536,)", style=solid]; -"1830 linear_84_zero_point_0" -> "1832 dequantize_per_channel_default_85" [label="(1536,)", style=solid]; -"1831 quantize_per_channel_default_85" -> "1832 dequantize_per_channel_default_85" [label="(1536, 384)", style=solid]; -"1832 dequantize_per_channel_default_85" -> "1834 linear_84" [label="(1536, 384)", style=solid]; -"1833 _param_constant229_0_0" -> "1834 linear_84" [label="(1536,)", style=solid]; -"1834 linear_84" -> "1835 gelu_13" [label="(1, 14, 14, 1536)", style=solid]; -"1835 gelu_13" -> "1836 dropout_54" [label="(1, 14, 14, 1536)", style=solid]; -"1836 dropout_54" -> "1838 dropout_54_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1837 linear_85_updated_constant0" -> "1843 quantize_per_channel_default_86" [label="(384, 1536)", style=solid]; -"1838 dropout_54_0_0_nncf_smooth_quant_0" -> "1839 quantize_per_tensor_default_86" [label="(1, 14, 14, 1536)", style=solid]; -"1839 quantize_per_tensor_default_86" -> "1840 dequantize_per_tensor_default_86" [label="(1, 14, 14, 1536)", style=solid]; -"1840 dequantize_per_tensor_default_86" -> "1846 linear_85" [label="(1, 14, 14, 1536)", style=solid]; -"1841 linear_85_scale_0" -> "1843 quantize_per_channel_default_86" [label="(384,)", style=solid]; -"1841 linear_85_scale_0" -> "1844 dequantize_per_channel_default_86" [label="(384,)", style=solid]; -"1842 linear_85_zero_point_0" -> "1843 quantize_per_channel_default_86" [label="(384,)", style=solid]; -"1842 linear_85_zero_point_0" -> "1844 dequantize_per_channel_default_86" [label="(384,)", style=solid]; -"1843 quantize_per_channel_default_86" -> "1844 dequantize_per_channel_default_86" [label="(384, 1536)", style=solid]; -"1844 dequantize_per_channel_default_86" -> "1846 linear_85" [label="(384, 1536)", style=solid]; -"1845 _param_constant231_0_0" -> "1846 linear_85" [label="(384,)", style=solid]; -"1846 linear_85" -> "1847 dropout_55" [label="(1, 14, 14, 384)", style=solid]; -"1847 dropout_55" -> "1850 layer_norm_30" [label="(1, 14, 14, 384)", style=solid]; -"1848 _param_constant232" -> "1850 layer_norm_30" [label="(384,)", style=solid]; -"1849 _param_constant233" -> "1850 layer_norm_30" [label="(384,)", style=solid]; -"1850 layer_norm_30" -> "1851 add_48" [label="(1, 14, 14, 384)", style=solid]; -"1851 add_48" -> "1878 pad_16" [label="(1, 14, 14, 384)", style=solid]; -"1851 add_48" -> "1943 add_50" [label="(1, 14, 14, 384)", style=solid]; -"1852 _tensor_constant91" -> "1854 _tensor_constant91_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1853 linear_86_updated_constant0" -> "1857 quantize_per_channel_default_87" [label="(512, 2)", style=solid]; -"1854 _tensor_constant91_0_0_nncf_smooth_quant_0" -> "1860 linear_86" [label="(1, 15, 15, 2)", style=solid]; -"1855 linear_86_scale_0" -> "1857 quantize_per_channel_default_87" [label="(512,)", style=solid]; -"1855 linear_86_scale_0" -> "1858 dequantize_per_channel_default_87" [label="(512,)", style=solid]; -"1856 linear_86_zero_point_0" -> "1857 quantize_per_channel_default_87" [label="(512,)", style=solid]; -"1856 linear_86_zero_point_0" -> "1858 dequantize_per_channel_default_87" [label="(512,)", style=solid]; -"1857 quantize_per_channel_default_87" -> "1858 dequantize_per_channel_default_87" [label="(512, 2)", style=solid]; -"1858 dequantize_per_channel_default_87" -> "1860 linear_86" [label="(512, 2)", style=solid]; -"1859 _param_constant235_0_0" -> "1860 linear_86" [label="(512,)", style=solid]; -"1860 linear_86" -> "1861 relu__14" [label="(1, 15, 15, 512)", style=solid]; 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-"1869 view_77" -> "1871 index_14" [label="(225, 12)", style=solid]; -"1870 _tensor_constant92" -> "1871 index_14" [label="(4096,)", style=solid]; -"1871 index_14" -> "1872 view_78" [label="(4096, 12)", style=solid]; -"1872 view_78" -> "1873 permute_64" [label="(64, 64, 12)", style=solid]; -"1873 permute_64" -> "1874 contiguous_26" [label="(12, 64, 64)", style=solid]; -"1874 contiguous_26" -> "1875 unsqueeze_42" [label="(12, 64, 64)", style=solid]; -"1875 unsqueeze_42" -> "1876 sigmoid_14" [label="(1, 12, 64, 64)", style=solid]; -"1876 sigmoid_14" -> "1877 mul_28" [label="(1, 12, 64, 64)", style=solid]; -"1877 mul_28" -> "1915 add_49" [label="(1, 12, 64, 64)", style=solid]; -"1878 pad_16" -> "1879 view_79" [label="(1, 16, 16, 384)", style=solid]; -"1879 view_79" -> "1880 permute_65" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1880 permute_65" -> "1881 reshape_63" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1881 reshape_63" -> "1883 reshape_63_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1882 linear_88_updated_constant0" -> "1888 quantize_per_channel_default_89" [label="(1152, 384)", style=solid]; -"1883 reshape_63_0_0_nncf_smooth_quant_0" -> "1884 quantize_per_tensor_default_87" [label="(4, 64, 384)", style=solid]; -"1884 quantize_per_tensor_default_87" -> "1885 dequantize_per_tensor_default_87" [label="(4, 64, 384)", style=solid]; -"1885 dequantize_per_tensor_default_87" -> "1891 linear_88" [label="(4, 64, 384)", style=solid]; -"1886 linear_88_scale_0" -> "1888 quantize_per_channel_default_89" [label="(1152,)", style=solid]; -"1886 linear_88_scale_0" -> "1889 dequantize_per_channel_default_89" [label="(1152,)", style=solid]; -"1887 linear_88_zero_point_0" -> "1888 quantize_per_channel_default_89" [label="(1152,)", style=solid]; -"1887 linear_88_zero_point_0" -> "1889 dequantize_per_channel_default_89" [label="(1152,)", style=solid]; -"1888 quantize_per_channel_default_89" -> "1889 dequantize_per_channel_default_89" [label="(1152, 384)", style=solid]; -"1889 dequantize_per_channel_default_89" -> "1891 linear_88" [label="(1152, 384)", style=solid]; -"1890 _param_constant237_0_0" -> "1891 linear_88" [label="(1152,)", style=solid]; -"1891 linear_88" -> "1892 reshape_64" [label="(4, 64, 1152)", style=solid]; -"1892 reshape_64" -> "1893 permute_66" [label="(4, 64, 3, 12, 32)", style=solid]; -"1893 permute_66" -> "1894 select_42" [label="(3, 4, 12, 64, 32)", style=solid]; -"1893 permute_66" -> "1895 select_43" [label="(3, 4, 12, 64, 32)", style=solid]; -"1893 permute_66" -> "1896 select_44" [label="(3, 4, 12, 64, 32)", style=solid]; -"1894 select_42" -> "1897 linalg_vector_norm_28" [label="(4, 12, 64, 32)", style=solid]; -"1894 select_42" -> "1899 expand_as_28" [label="(4, 12, 64, 32)", style=solid]; -"1894 select_42" -> "1900 div_28" [label="(4, 12, 64, 32)", style=solid]; -"1895 select_43" -> "1903 linalg_vector_norm_29" [label="(4, 12, 64, 32)", style=solid]; -"1895 select_43" -> "1905 expand_as_29" [label="(4, 12, 64, 32)", style=solid]; -"1895 select_43" -> "1906 div_29" [label="(4, 12, 64, 32)", style=solid]; -"1896 select_44" -> "1918 matmul_29" [label="(4, 12, 64, 32)", style=solid]; -"1897 linalg_vector_norm_28" -> "1898 clamp_min_28" [label="(4, 12, 64, 1)", style=solid]; -"1898 clamp_min_28" -> "1899 expand_as_28" [label="(4, 12, 64, 1)", style=solid]; -"1899 expand_as_28" -> "1900 div_28" [label="(4, 12, 64, 32)", style=solid]; -"1900 div_28" -> "1901 quantize_per_tensor_default_88" [label="(4, 12, 64, 32)", style=solid]; -"1901 quantize_per_tensor_default_88" -> "1902 dequantize_per_tensor_default_88" [label="(4, 12, 64, 32)", style=solid]; -"1902 dequantize_per_tensor_default_88" -> "1910 matmul_28" [label="(4, 12, 64, 32)", style=solid]; -"1903 linalg_vector_norm_29" -> "1904 clamp_min_29" [label="(4, 12, 64, 1)", style=solid]; -"1904 clamp_min_29" -> "1905 expand_as_29" [label="(4, 12, 64, 1)", style=solid]; -"1905 expand_as_29" -> "1906 div_29" [label="(4, 12, 64, 32)", style=solid]; -"1906 div_29" -> "1907 quantize_per_tensor_default_89" [label="(4, 12, 64, 32)", style=solid]; -"1907 quantize_per_tensor_default_89" -> "1908 dequantize_per_tensor_default_89" [label="(4, 12, 64, 32)", style=solid]; -"1908 dequantize_per_tensor_default_89" -> "1909 transpose_28" [label="(4, 12, 64, 32)", style=solid]; -"1909 transpose_28" -> "1910 matmul_28" [label="(4, 12, 32, 64)", style=solid]; -"1910 matmul_28" -> "1914 mul_29" [label="(4, 12, 64, 64)", style=solid]; -"1911 _param_constant239" -> "1912 clamp_14" [label="(12, 1, 1)", style=solid]; -"1912 clamp_14" -> "1913 exp_14" [label="(12, 1, 1)", style=solid]; -"1913 exp_14" -> "1914 mul_29" [label="(12, 1, 1)", style=solid]; -"1914 mul_29" -> "1915 add_49" [label="(4, 12, 64, 64)", style=solid]; -"1915 add_49" -> "1916 softmax_14" [label="(4, 12, 64, 64)", style=solid]; -"1916 softmax_14" -> "1917 dropout_56" [label="(4, 12, 64, 64)", style=solid]; -"1917 dropout_56" -> "1918 matmul_29" [label="(4, 12, 64, 64)", style=solid]; -"1918 matmul_29" -> "1919 transpose_29" [label="(4, 12, 64, 32)", style=solid]; -"1919 transpose_29" -> "1920 reshape_65" [label="(4, 64, 12, 32)", style=solid]; -"1920 reshape_65" -> "1922 reshape_65_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1921 linear_89_updated_constant0" -> "1927 quantize_per_channel_default_90" [label="(384, 384)", style=solid]; -"1922 reshape_65_0_0_nncf_smooth_quant_0" -> "1923 quantize_per_tensor_default_90" [label="(4, 64, 384)", style=solid]; -"1923 quantize_per_tensor_default_90" -> "1924 dequantize_per_tensor_default_90" [label="(4, 64, 384)", style=solid]; -"1924 dequantize_per_tensor_default_90" -> "1930 linear_89" [label="(4, 64, 384)", style=solid]; -"1925 linear_89_scale_0" -> "1927 quantize_per_channel_default_90" [label="(384,)", style=solid]; -"1925 linear_89_scale_0" -> "1928 dequantize_per_channel_default_90" [label="(384,)", style=solid]; -"1926 linear_89_zero_point_0" -> "1927 quantize_per_channel_default_90" [label="(384,)", style=solid]; -"1926 linear_89_zero_point_0" -> "1928 dequantize_per_channel_default_90" [label="(384,)", style=solid]; -"1927 quantize_per_channel_default_90" -> "1928 dequantize_per_channel_default_90" [label="(384, 384)", style=solid]; -"1928 dequantize_per_channel_default_90" -> "1930 linear_89" [label="(384, 384)", style=solid]; -"1929 _param_constant241_0_0" -> "1930 linear_89" [label="(384,)", style=solid]; -"1930 linear_89" -> "1931 dropout_57" [label="(4, 64, 384)", style=solid]; -"1931 dropout_57" -> "1932 view_80" [label="(4, 64, 384)", style=solid]; -"1932 view_80" -> "1933 permute_67" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1933 permute_67" -> "1934 reshape_66" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1934 reshape_66" -> "1935 slice_218" [label="(1, 16, 16, 384)", style=solid]; -"1935 slice_218" -> "1936 slice_219" [label="(1, 16, 16, 384)", style=solid]; -"1936 slice_219" -> "1937 slice_220" [label="(1, 14, 16, 384)", style=solid]; -"1937 slice_220" -> "1938 slice_221" [label="(1, 14, 14, 384)", style=solid]; -"1938 slice_221" -> "1939 contiguous_27" [label="(1, 14, 14, 384)", style=solid]; -"1939 contiguous_27" -> "1942 layer_norm_31" [label="(1, 14, 14, 384)", style=solid]; -"1940 _param_constant242" -> "1942 layer_norm_31" [label="(384,)", style=solid]; -"1941 _param_constant243" -> "1942 layer_norm_31" [label="(384,)", style=solid]; -"1942 layer_norm_31" -> "1943 add_50" [label="(1, 14, 14, 384)", style=solid]; -"1943 add_50" -> "1945 add_50_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1943 add_50" -> "1970 add_51" [label="(1, 14, 14, 384)", style=solid]; -"1944 linear_90_updated_constant0" -> "1950 quantize_per_channel_default_91" [label="(1536, 384)", style=solid]; -"1945 add_50_0_0_nncf_smooth_quant_0" -> "1946 quantize_per_tensor_default_91" [label="(1, 14, 14, 384)", style=solid]; -"1946 quantize_per_tensor_default_91" -> "1947 dequantize_per_tensor_default_91" [label="(1, 14, 14, 384)", style=solid]; -"1947 dequantize_per_tensor_default_91" -> "1953 linear_90" [label="(1, 14, 14, 384)", style=solid]; -"1948 linear_90_scale_0" -> "1950 quantize_per_channel_default_91" [label="(1536,)", style=solid]; -"1948 linear_90_scale_0" -> "1951 dequantize_per_channel_default_91" [label="(1536,)", style=solid]; -"1949 linear_90_zero_point_0" -> "1950 quantize_per_channel_default_91" [label="(1536,)", style=solid]; -"1949 linear_90_zero_point_0" -> "1951 dequantize_per_channel_default_91" [label="(1536,)", style=solid]; -"1950 quantize_per_channel_default_91" -> "1951 dequantize_per_channel_default_91" [label="(1536, 384)", style=solid]; -"1951 dequantize_per_channel_default_91" -> "1953 linear_90" [label="(1536, 384)", style=solid]; -"1952 _param_constant245_0_0" -> "1953 linear_90" [label="(1536,)", style=solid]; -"1953 linear_90" -> "1954 gelu_14" [label="(1, 14, 14, 1536)", style=solid]; -"1954 gelu_14" -> "1955 dropout_58" [label="(1, 14, 14, 1536)", style=solid]; -"1955 dropout_58" -> "1957 dropout_58_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1956 linear_91_updated_constant0" -> "1962 quantize_per_channel_default_92" [label="(384, 1536)", style=solid]; -"1957 dropout_58_0_0_nncf_smooth_quant_0" -> "1958 quantize_per_tensor_default_92" [label="(1, 14, 14, 1536)", style=solid]; -"1958 quantize_per_tensor_default_92" -> "1959 dequantize_per_tensor_default_92" [label="(1, 14, 14, 1536)", style=solid]; -"1959 dequantize_per_tensor_default_92" -> "1965 linear_91" [label="(1, 14, 14, 1536)", style=solid]; -"1960 linear_91_scale_0" -> "1962 quantize_per_channel_default_92" [label="(384,)", style=solid]; -"1960 linear_91_scale_0" -> "1963 dequantize_per_channel_default_92" [label="(384,)", style=solid]; -"1961 linear_91_zero_point_0" -> "1962 quantize_per_channel_default_92" [label="(384,)", style=solid]; -"1961 linear_91_zero_point_0" -> "1963 dequantize_per_channel_default_92" [label="(384,)", style=solid]; -"1962 quantize_per_channel_default_92" -> "1963 dequantize_per_channel_default_92" [label="(384, 1536)", style=solid]; -"1963 dequantize_per_channel_default_92" -> "1965 linear_91" [label="(384, 1536)", style=solid]; -"1964 _param_constant247_0_0" -> "1965 linear_91" [label="(384,)", style=solid]; -"1965 linear_91" -> "1966 dropout_59" [label="(1, 14, 14, 384)", style=solid]; -"1966 dropout_59" -> "1969 layer_norm_32" [label="(1, 14, 14, 384)", style=solid]; -"1967 _param_constant248" -> "1969 layer_norm_32" [label="(384,)", style=solid]; -"1968 _param_constant249" -> "1969 layer_norm_32" [label="(384,)", style=solid]; -"1969 layer_norm_32" -> "1970 add_51" [label="(1, 14, 14, 384)", style=solid]; -"1970 add_51" -> "1997 pad_17" [label="(1, 14, 14, 384)", style=solid]; -"1970 add_51" -> "2080 add_54" [label="(1, 14, 14, 384)", style=solid]; -"1971 _tensor_constant93" -> "1973 _tensor_constant93_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1972 linear_92_updated_constant0" -> "1976 quantize_per_channel_default_93" [label="(512, 2)", style=solid]; -"1973 _tensor_constant93_0_0_nncf_smooth_quant_0" -> "1979 linear_92" [label="(1, 15, 15, 2)", style=solid]; -"1974 linear_92_scale_0" -> "1976 quantize_per_channel_default_93" [label="(512,)", style=solid]; -"1974 linear_92_scale_0" -> "1977 dequantize_per_channel_default_93" [label="(512,)", style=solid]; -"1975 linear_92_zero_point_0" -> "1976 quantize_per_channel_default_93" [label="(512,)", style=solid]; -"1975 linear_92_zero_point_0" -> "1977 dequantize_per_channel_default_93" [label="(512,)", style=solid]; -"1976 quantize_per_channel_default_93" -> "1977 dequantize_per_channel_default_93" [label="(512, 2)", style=solid]; -"1977 dequantize_per_channel_default_93" -> "1979 linear_92" [label="(512, 2)", style=solid]; -"1978 _param_constant251_0_0" -> "1979 linear_92" [label="(512,)", style=solid]; -"1979 linear_92" -> "1980 relu__15" [label="(1, 15, 15, 512)", style=solid]; -"1980 relu__15" -> "1982 relu__15_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"1981 linear_93_updated_constant0" -> "1985 quantize_per_channel_default_94" [label="(12, 512)", style=solid]; -"1982 relu__15_0_0_nncf_smooth_quant_0" -> "1987 linear_93" [label="(1, 15, 15, 512)", style=solid]; -"1983 linear_93_scale_0" -> "1985 quantize_per_channel_default_94" [label="(12,)", style=solid]; -"1983 linear_93_scale_0" -> "1986 dequantize_per_channel_default_94" [label="(12,)", style=solid]; -"1984 linear_93_zero_point_0" -> "1985 quantize_per_channel_default_94" [label="(12,)", style=solid]; -"1984 linear_93_zero_point_0" -> "1986 dequantize_per_channel_default_94" [label="(12,)", style=solid]; -"1985 quantize_per_channel_default_94" -> "1986 dequantize_per_channel_default_94" [label="(12, 512)", style=solid]; -"1986 dequantize_per_channel_default_94" -> "1987 linear_93" [label="(12, 512)", style=solid]; -"1987 linear_93" -> "1988 view_81" [label="(1, 15, 15, 12)", style=solid]; -"1988 view_81" -> "1990 index_15" [label="(225, 12)", style=solid]; -"1989 _tensor_constant94" -> "1990 index_15" [label="(4096,)", style=solid]; -"1990 index_15" -> "1991 view_82" [label="(4096, 12)", style=solid]; -"1991 view_82" -> "1992 permute_68" [label="(64, 64, 12)", style=solid]; -"1992 permute_68" -> "1993 contiguous_28" [label="(12, 64, 64)", style=solid]; -"1993 contiguous_28" -> "1994 unsqueeze_43" [label="(12, 64, 64)", style=solid]; -"1994 unsqueeze_43" -> "1995 sigmoid_15" [label="(1, 12, 64, 64)", style=solid]; -"1995 sigmoid_15" -> "1996 mul_30" [label="(1, 12, 64, 64)", style=solid]; -"1996 mul_30" -> "2035 add_52" [label="(1, 12, 64, 64)", style=solid]; -"1997 pad_17" -> "1998 roll_14" [label="(1, 16, 16, 384)", style=solid]; -"1998 roll_14" -> "1999 view_83" [label="(1, 16, 16, 384)", style=solid]; -"1999 view_83" -> "2000 permute_69" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2000 permute_69" -> "2001 reshape_67" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2001 reshape_67" -> "2003 reshape_67_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2001 reshape_67" -> "2036 new_zeros_7" [label="(4, 64, 384)", style=solid]; -"2002 linear_94_updated_constant0" -> "2008 quantize_per_channel_default_95" [label="(1152, 384)", style=solid]; -"2003 reshape_67_0_0_nncf_smooth_quant_0" -> "2004 quantize_per_tensor_default_93" [label="(4, 64, 384)", style=solid]; -"2004 quantize_per_tensor_default_93" -> "2005 dequantize_per_tensor_default_93" [label="(4, 64, 384)", style=solid]; -"2005 dequantize_per_tensor_default_93" -> "2011 linear_94" [label="(4, 64, 384)", style=solid]; -"2006 linear_94_scale_0" -> "2008 quantize_per_channel_default_95" [label="(1152,)", style=solid]; -"2006 linear_94_scale_0" -> "2009 dequantize_per_channel_default_95" [label="(1152,)", style=solid]; -"2007 linear_94_zero_point_0" -> "2008 quantize_per_channel_default_95" [label="(1152,)", style=solid]; -"2007 linear_94_zero_point_0" -> "2009 dequantize_per_channel_default_95" [label="(1152,)", style=solid]; -"2008 quantize_per_channel_default_95" -> "2009 dequantize_per_channel_default_95" [label="(1152, 384)", style=solid]; -"2009 dequantize_per_channel_default_95" -> "2011 linear_94" [label="(1152, 384)", style=solid]; -"2010 _param_constant253_0_0" -> "2011 linear_94" [label="(1152,)", style=solid]; -"2011 linear_94" -> "2012 reshape_68" [label="(4, 64, 1152)", style=solid]; -"2012 reshape_68" -> "2013 permute_70" [label="(4, 64, 3, 12, 32)", style=solid]; -"2013 permute_70" -> "2014 select_45" [label="(3, 4, 12, 64, 32)", style=solid]; -"2013 permute_70" -> "2015 select_46" [label="(3, 4, 12, 64, 32)", style=solid]; -"2013 permute_70" -> "2016 select_47" [label="(3, 4, 12, 64, 32)", style=solid]; -"2014 select_45" -> "2017 linalg_vector_norm_30" [label="(4, 12, 64, 32)", style=solid]; -"2014 select_45" -> "2019 expand_as_30" [label="(4, 12, 64, 32)", style=solid]; -"2014 select_45" -> "2020 div_30" [label="(4, 12, 64, 32)", style=solid]; -"2015 select_46" -> "2023 linalg_vector_norm_31" [label="(4, 12, 64, 32)", style=solid]; -"2015 select_46" -> "2025 expand_as_31" [label="(4, 12, 64, 32)", style=solid]; -"2015 select_46" -> "2026 div_31" [label="(4, 12, 64, 32)", style=solid]; -"2016 select_47" -> "2054 matmul_31" [label="(4, 12, 64, 32)", style=solid]; -"2017 linalg_vector_norm_30" -> "2018 clamp_min_30" [label="(4, 12, 64, 1)", style=solid]; -"2018 clamp_min_30" -> "2019 expand_as_30" [label="(4, 12, 64, 1)", style=solid]; -"2019 expand_as_30" -> "2020 div_30" [label="(4, 12, 64, 32)", style=solid]; -"2020 div_30" -> "2021 quantize_per_tensor_default_94" [label="(4, 12, 64, 32)", style=solid]; -"2021 quantize_per_tensor_default_94" -> "2022 dequantize_per_tensor_default_94" [label="(4, 12, 64, 32)", style=solid]; -"2022 dequantize_per_tensor_default_94" -> "2030 matmul_30" [label="(4, 12, 64, 32)", style=solid]; -"2023 linalg_vector_norm_31" -> "2024 clamp_min_31" [label="(4, 12, 64, 1)", style=solid]; -"2024 clamp_min_31" -> "2025 expand_as_31" [label="(4, 12, 64, 1)", style=solid]; -"2025 expand_as_31" -> "2026 div_31" [label="(4, 12, 64, 32)", style=solid]; -"2026 div_31" -> "2027 quantize_per_tensor_default_95" [label="(4, 12, 64, 32)", style=solid]; -"2027 quantize_per_tensor_default_95" -> "2028 dequantize_per_tensor_default_95" [label="(4, 12, 64, 32)", style=solid]; -"2028 dequantize_per_tensor_default_95" -> "2029 transpose_30" [label="(4, 12, 64, 32)", style=solid]; -"2029 transpose_30" -> "2030 matmul_30" [label="(4, 12, 32, 64)", style=solid]; -"2030 matmul_30" -> "2034 mul_31" [label="(4, 12, 64, 64)", style=solid]; -"2031 _param_constant255" -> "2032 clamp_15" [label="(12, 1, 1)", style=solid]; -"2032 clamp_15" -> "2033 exp_15" [label="(12, 1, 1)", style=solid]; -"2033 exp_15" -> "2034 mul_31" [label="(12, 1, 1)", style=solid]; -"2034 mul_31" -> "2035 add_52" [label="(4, 12, 64, 64)", style=solid]; -"2035 add_52" -> "2047 view_85" [label="(4, 12, 64, 64)", style=solid]; -"2036 new_zeros_7" -> "2037 view_84" [label="(16, 16)", style=solid]; -"2037 view_84" -> "2038 permute_71" [label="(2, 8, 2, 8)", style=solid]; -"2038 permute_71" -> "2039 reshape_69" [label="(2, 2, 8, 8)", style=solid]; -"2039 reshape_69" -> "2040 unsqueeze_44" [label="(4, 64)", style=solid]; -"2039 reshape_69" -> "2041 unsqueeze_45" [label="(4, 64)", style=solid]; -"2040 unsqueeze_44" -> "2042 sub_7" [label="(4, 1, 64)", style=solid]; -"2041 unsqueeze_45" -> "2042 sub_7" [label="(4, 64, 1)", style=solid]; -"2042 sub_7" -> "2043 ne_7" [label="(4, 64, 64)", style=solid]; -"2042 sub_7" -> "2044 masked_fill_14" [label="(4, 64, 64)", style=solid]; -"2042 sub_7" -> "2045 eq_7" [label="(4, 64, 64)", style=solid]; -"2043 ne_7" -> "2044 masked_fill_14" [label="(4, 64, 64)", style=solid]; -"2044 masked_fill_14" -> "2046 masked_fill_15" [label="(4, 64, 64)", style=solid]; -"2045 eq_7" -> "2046 masked_fill_15" [label="(4, 64, 64)", style=solid]; -"2046 masked_fill_15" -> "2048 unsqueeze_46" [label="(4, 64, 64)", style=solid]; -"2047 view_85" -> "2050 add_53" [label="(1, 4, 12, 64, 64)", style=solid]; -"2048 unsqueeze_46" -> "2049 unsqueeze_47" [label="(4, 1, 64, 64)", style=solid]; -"2049 unsqueeze_47" -> "2050 add_53" [label="(1, 4, 1, 64, 64)", style=solid]; -"2050 add_53" -> "2051 view_86" [label="(1, 4, 12, 64, 64)", style=solid]; -"2051 view_86" -> "2052 softmax_15" [label="(4, 12, 64, 64)", style=solid]; -"2052 softmax_15" -> "2053 dropout_60" [label="(4, 12, 64, 64)", style=solid]; -"2053 dropout_60" -> "2054 matmul_31" [label="(4, 12, 64, 64)", style=solid]; -"2054 matmul_31" -> "2055 transpose_31" [label="(4, 12, 64, 32)", style=solid]; -"2055 transpose_31" -> "2056 reshape_70" [label="(4, 64, 12, 32)", style=solid]; -"2056 reshape_70" -> "2058 reshape_70_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2057 linear_95_updated_constant0" -> "2063 quantize_per_channel_default_96" [label="(384, 384)", style=solid]; -"2058 reshape_70_0_0_nncf_smooth_quant_0" -> "2059 quantize_per_tensor_default_96" [label="(4, 64, 384)", style=solid]; -"2059 quantize_per_tensor_default_96" -> "2060 dequantize_per_tensor_default_96" [label="(4, 64, 384)", style=solid]; -"2060 dequantize_per_tensor_default_96" -> "2066 linear_95" [label="(4, 64, 384)", style=solid]; -"2061 linear_95_scale_0" -> "2063 quantize_per_channel_default_96" [label="(384,)", style=solid]; -"2061 linear_95_scale_0" -> "2064 dequantize_per_channel_default_96" [label="(384,)", style=solid]; -"2062 linear_95_zero_point_0" -> "2063 quantize_per_channel_default_96" [label="(384,)", style=solid]; -"2062 linear_95_zero_point_0" -> "2064 dequantize_per_channel_default_96" [label="(384,)", style=solid]; -"2063 quantize_per_channel_default_96" -> "2064 dequantize_per_channel_default_96" [label="(384, 384)", style=solid]; -"2064 dequantize_per_channel_default_96" -> "2066 linear_95" [label="(384, 384)", style=solid]; -"2065 _param_constant257_0_0" -> "2066 linear_95" [label="(384,)", style=solid]; -"2066 linear_95" -> "2067 dropout_61" [label="(4, 64, 384)", style=solid]; -"2067 dropout_61" -> "2068 view_87" [label="(4, 64, 384)", style=solid]; -"2068 view_87" -> "2069 permute_72" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2069 permute_72" -> "2070 reshape_71" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2070 reshape_71" -> "2071 roll_15" [label="(1, 16, 16, 384)", style=solid]; -"2071 roll_15" -> "2072 slice_241" [label="(1, 16, 16, 384)", style=solid]; -"2072 slice_241" -> "2073 slice_242" [label="(1, 16, 16, 384)", style=solid]; -"2073 slice_242" -> "2074 slice_243" [label="(1, 14, 16, 384)", style=solid]; -"2074 slice_243" -> "2075 slice_244" [label="(1, 14, 14, 384)", style=solid]; -"2075 slice_244" -> "2076 contiguous_29" [label="(1, 14, 14, 384)", style=solid]; -"2076 contiguous_29" -> "2079 layer_norm_33" [label="(1, 14, 14, 384)", style=solid]; -"2077 _param_constant258" -> "2079 layer_norm_33" [label="(384,)", style=solid]; -"2078 _param_constant259" -> "2079 layer_norm_33" [label="(384,)", style=solid]; -"2079 layer_norm_33" -> "2080 add_54" [label="(1, 14, 14, 384)", style=solid]; -"2080 add_54" -> "2082 add_54_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"2080 add_54" -> "2107 add_55" [label="(1, 14, 14, 384)", style=solid]; -"2081 linear_96_updated_constant0" -> "2087 quantize_per_channel_default_97" [label="(1536, 384)", style=solid]; -"2082 add_54_0_0_nncf_smooth_quant_0" -> "2083 quantize_per_tensor_default_97" [label="(1, 14, 14, 384)", style=solid]; -"2083 quantize_per_tensor_default_97" -> "2084 dequantize_per_tensor_default_97" [label="(1, 14, 14, 384)", style=solid]; -"2084 dequantize_per_tensor_default_97" -> "2090 linear_96" [label="(1, 14, 14, 384)", style=solid]; -"2085 linear_96_scale_0" -> "2087 quantize_per_channel_default_97" [label="(1536,)", style=solid]; -"2085 linear_96_scale_0" -> "2088 dequantize_per_channel_default_97" [label="(1536,)", style=solid]; -"2086 linear_96_zero_point_0" -> "2087 quantize_per_channel_default_97" [label="(1536,)", style=solid]; -"2086 linear_96_zero_point_0" -> "2088 dequantize_per_channel_default_97" [label="(1536,)", style=solid]; -"2087 quantize_per_channel_default_97" -> "2088 dequantize_per_channel_default_97" [label="(1536, 384)", style=solid]; -"2088 dequantize_per_channel_default_97" -> "2090 linear_96" [label="(1536, 384)", style=solid]; -"2089 _param_constant261_0_0" -> "2090 linear_96" [label="(1536,)", style=solid]; -"2090 linear_96" -> "2091 gelu_15" [label="(1, 14, 14, 1536)", style=solid]; -"2091 gelu_15" -> "2092 dropout_62" [label="(1, 14, 14, 1536)", style=solid]; -"2092 dropout_62" -> "2094 dropout_62_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"2093 linear_97_updated_constant0" -> "2099 quantize_per_channel_default_98" [label="(384, 1536)", style=solid]; -"2094 dropout_62_0_0_nncf_smooth_quant_0" -> "2095 quantize_per_tensor_default_98" [label="(1, 14, 14, 1536)", style=solid]; -"2095 quantize_per_tensor_default_98" -> "2096 dequantize_per_tensor_default_98" [label="(1, 14, 14, 1536)", style=solid]; -"2096 dequantize_per_tensor_default_98" -> "2102 linear_97" [label="(1, 14, 14, 1536)", style=solid]; -"2097 linear_97_scale_0" -> "2099 quantize_per_channel_default_98" [label="(384,)", style=solid]; -"2097 linear_97_scale_0" -> "2100 dequantize_per_channel_default_98" [label="(384,)", style=solid]; -"2098 linear_97_zero_point_0" -> "2099 quantize_per_channel_default_98" [label="(384,)", style=solid]; -"2098 linear_97_zero_point_0" -> "2100 dequantize_per_channel_default_98" [label="(384,)", style=solid]; -"2099 quantize_per_channel_default_98" -> "2100 dequantize_per_channel_default_98" [label="(384, 1536)", style=solid]; -"2100 dequantize_per_channel_default_98" -> "2102 linear_97" [label="(384, 1536)", style=solid]; -"2101 _param_constant263_0_0" -> "2102 linear_97" [label="(384,)", style=solid]; -"2102 linear_97" -> "2103 dropout_63" [label="(1, 14, 14, 384)", style=solid]; -"2103 dropout_63" -> "2106 layer_norm_34" [label="(1, 14, 14, 384)", style=solid]; -"2104 _param_constant264" -> "2106 layer_norm_34" [label="(384,)", style=solid]; -"2105 _param_constant265" -> "2106 layer_norm_34" [label="(384,)", style=solid]; -"2106 layer_norm_34" -> "2107 add_55" [label="(1, 14, 14, 384)", style=solid]; -"2107 add_55" -> "2134 pad_18" [label="(1, 14, 14, 384)", style=solid]; -"2107 add_55" -> "2199 add_57" [label="(1, 14, 14, 384)", style=solid]; -"2108 _tensor_constant104" -> "2110 _tensor_constant104_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"2109 linear_98_updated_constant0" -> "2113 quantize_per_channel_default_99" [label="(512, 2)", style=solid]; -"2110 _tensor_constant104_0_0_nncf_smooth_quant_0" -> "2116 linear_98" [label="(1, 15, 15, 2)", style=solid]; -"2111 linear_98_scale_0" -> "2113 quantize_per_channel_default_99" [label="(512,)", style=solid]; -"2111 linear_98_scale_0" -> "2114 dequantize_per_channel_default_99" [label="(512,)", style=solid]; -"2112 linear_98_zero_point_0" -> "2113 quantize_per_channel_default_99" [label="(512,)", style=solid]; -"2112 linear_98_zero_point_0" -> "2114 dequantize_per_channel_default_99" [label="(512,)", style=solid]; -"2113 quantize_per_channel_default_99" -> "2114 dequantize_per_channel_default_99" [label="(512, 2)", style=solid]; -"2114 dequantize_per_channel_default_99" -> "2116 linear_98" [label="(512, 2)", style=solid]; -"2115 _param_constant267_0_0" -> "2116 linear_98" [label="(512,)", style=solid]; -"2116 linear_98" -> "2117 relu__16" [label="(1, 15, 15, 512)", style=solid]; -"2117 relu__16" -> "2119 relu__16_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"2118 linear_99_updated_constant0" -> "2122 quantize_per_channel_default_100" [label="(12, 512)", style=solid]; -"2119 relu__16_0_0_nncf_smooth_quant_0" -> "2124 linear_99" [label="(1, 15, 15, 512)", style=solid]; -"2120 linear_99_scale_0" -> "2122 quantize_per_channel_default_100" [label="(12,)", style=solid]; -"2120 linear_99_scale_0" -> "2123 dequantize_per_channel_default_100" [label="(12,)", style=solid]; -"2121 linear_99_zero_point_0" -> "2122 quantize_per_channel_default_100" [label="(12,)", style=solid]; -"2121 linear_99_zero_point_0" -> "2123 dequantize_per_channel_default_100" [label="(12,)", style=solid]; -"2122 quantize_per_channel_default_100" -> "2123 dequantize_per_channel_default_100" [label="(12, 512)", style=solid]; -"2123 dequantize_per_channel_default_100" -> "2124 linear_99" [label="(12, 512)", style=solid]; -"2124 linear_99" -> "2125 view_88" [label="(1, 15, 15, 12)", style=solid]; -"2125 view_88" -> "2127 index_16" [label="(225, 12)", style=solid]; -"2126 _tensor_constant105" -> "2127 index_16" [label="(4096,)", style=solid]; -"2127 index_16" -> "2128 view_89" [label="(4096, 12)", style=solid]; -"2128 view_89" -> "2129 permute_73" [label="(64, 64, 12)", style=solid]; -"2129 permute_73" -> "2130 contiguous_30" [label="(12, 64, 64)", style=solid]; -"2130 contiguous_30" -> "2131 unsqueeze_48" [label="(12, 64, 64)", style=solid]; -"2131 unsqueeze_48" -> "2132 sigmoid_16" [label="(1, 12, 64, 64)", style=solid]; -"2132 sigmoid_16" -> "2133 mul_32" [label="(1, 12, 64, 64)", style=solid]; -"2133 mul_32" -> "2171 add_56" [label="(1, 12, 64, 64)", style=solid]; -"2134 pad_18" -> "2135 view_90" [label="(1, 16, 16, 384)", style=solid]; 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+"2503 linear_147_zero_point_0" -> "2505 dequantize_per_channel_default_100" [label="(1000,)", 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 c6ec36194d8..274c5916fd3 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 linear_updated_constant0" [id=22, type=get_attr]; -"23 transpose_0_0_nncf_smooth_quant_0" [id=23, type=call_module]; -"24 quantize_per_tensor_default_1" [id=24, type=quantize_per_tensor]; -"25 dequantize_per_tensor_default_1" [id=25, type=dequantize_per_tensor]; -"26 linear_scale_0" [id=26, type=get_attr]; -"27 linear_zero_point_0" [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 linear_1_updated_constant0" [id=56, type=get_attr]; -"57 view_6_0_0_nncf_smooth_quant_0" [id=57, type=call_module]; -"58 quantize_per_tensor_default_4" [id=58, type=quantize_per_tensor]; -"59 dequantize_per_tensor_default_4" [id=59, type=dequantize_per_tensor]; -"60 linear_1_scale_0" [id=60, type=get_attr]; -"61 linear_1_zero_point_0" [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 linear_2_updated_constant0" [id=73, type=get_attr]; -"74 layer_norm_1_0_0_nncf_smooth_quant_0" [id=74, type=call_module]; -"75 quantize_per_tensor_default_5" [id=75, type=quantize_per_tensor]; -"76 dequantize_per_tensor_default_5" [id=76, type=dequantize_per_tensor]; -"77 linear_2_scale_0" [id=77, type=get_attr]; -"78 linear_2_zero_point_0" [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 linear_3_updated_constant0" [id=85, type=get_attr]; -"86 dropout_2_0_0_nncf_smooth_quant_0" [id=86, type=call_module]; -"87 quantize_per_tensor_default_6" [id=87, type=quantize_per_tensor]; -"88 dequantize_per_tensor_default_6" [id=88, type=dequantize_per_tensor]; -"89 linear_3_scale_0" [id=89, type=get_attr]; -"90 linear_3_zero_point_0" [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 linear_4_updated_constant0" [id=101, type=get_attr]; -"102 transpose_6_0_0_nncf_smooth_quant_0" [id=102, type=call_module]; -"103 quantize_per_tensor_default_7" [id=103, type=quantize_per_tensor]; -"104 dequantize_per_tensor_default_7" [id=104, type=dequantize_per_tensor]; -"105 linear_4_scale_0" [id=105, type=get_attr]; -"106 linear_4_zero_point_0" [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 linear_5_updated_constant0" [id=135, type=get_attr]; -"136 view_14_0_0_nncf_smooth_quant_0" [id=136, type=call_module]; -"137 quantize_per_tensor_default_10" [id=137, type=quantize_per_tensor]; -"138 dequantize_per_tensor_default_10" [id=138, type=dequantize_per_tensor]; -"139 linear_5_scale_0" [id=139, type=get_attr]; -"140 linear_5_zero_point_0" [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 linear_6_updated_constant0" [id=152, type=get_attr]; -"153 layer_norm_3_0_0_nncf_smooth_quant_0" [id=153, type=call_module]; -"154 quantize_per_tensor_default_11" [id=154, type=quantize_per_tensor]; -"155 dequantize_per_tensor_default_11" [id=155, type=dequantize_per_tensor]; -"156 linear_6_scale_0" [id=156, type=get_attr]; -"157 linear_6_zero_point_0" [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 linear_7_updated_constant0" [id=164, type=get_attr]; -"165 dropout_5_0_0_nncf_smooth_quant_0" [id=165, type=call_module]; -"166 quantize_per_tensor_default_12" [id=166, type=quantize_per_tensor]; -"167 dequantize_per_tensor_default_12" [id=167, type=dequantize_per_tensor]; -"168 linear_7_scale_0" [id=168, type=get_attr]; -"169 linear_7_zero_point_0" [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 linear_8_updated_constant0" [id=180, type=get_attr]; -"181 transpose_12_0_0_nncf_smooth_quant_0" [id=181, type=call_module]; -"182 quantize_per_tensor_default_13" [id=182, type=quantize_per_tensor]; -"183 dequantize_per_tensor_default_13" [id=183, type=dequantize_per_tensor]; -"184 linear_8_scale_0" [id=184, type=get_attr]; -"185 linear_8_zero_point_0" [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 linear_9_updated_constant0" [id=214, type=get_attr]; -"215 view_22_0_0_nncf_smooth_quant_0" [id=215, type=call_module]; -"216 quantize_per_tensor_default_16" [id=216, type=quantize_per_tensor]; -"217 dequantize_per_tensor_default_16" [id=217, type=dequantize_per_tensor]; -"218 linear_9_scale_0" [id=218, type=get_attr]; -"219 linear_9_zero_point_0" [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 linear_10_updated_constant0" [id=231, type=get_attr]; -"232 layer_norm_5_0_0_nncf_smooth_quant_0" [id=232, type=call_module]; -"233 quantize_per_tensor_default_17" [id=233, type=quantize_per_tensor]; -"234 dequantize_per_tensor_default_17" [id=234, type=dequantize_per_tensor]; -"235 linear_10_scale_0" [id=235, type=get_attr]; -"236 linear_10_zero_point_0" [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 linear_11_updated_constant0" [id=243, type=get_attr]; -"244 dropout_8_0_0_nncf_smooth_quant_0" [id=244, type=call_module]; -"245 quantize_per_tensor_default_18" [id=245, type=quantize_per_tensor]; -"246 dequantize_per_tensor_default_18" [id=246, type=dequantize_per_tensor]; -"247 linear_11_scale_0" [id=247, type=get_attr]; -"248 linear_11_zero_point_0" [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 linear_12_updated_constant0" [id=259, type=get_attr]; -"260 transpose_18_0_0_nncf_smooth_quant_0" [id=260, type=call_module]; -"261 quantize_per_tensor_default_19" [id=261, type=quantize_per_tensor]; -"262 dequantize_per_tensor_default_19" [id=262, type=dequantize_per_tensor]; -"263 linear_12_scale_0" [id=263, type=get_attr]; -"264 linear_12_zero_point_0" [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 linear_13_updated_constant0" [id=293, type=get_attr]; -"294 view_30_0_0_nncf_smooth_quant_0" [id=294, type=call_module]; -"295 quantize_per_tensor_default_22" [id=295, type=quantize_per_tensor]; -"296 dequantize_per_tensor_default_22" [id=296, type=dequantize_per_tensor]; -"297 linear_13_scale_0" [id=297, type=get_attr]; -"298 linear_13_zero_point_0" [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 linear_14_updated_constant0" [id=310, type=get_attr]; -"311 layer_norm_7_0_0_nncf_smooth_quant_0" [id=311, type=call_module]; -"312 quantize_per_tensor_default_23" [id=312, type=quantize_per_tensor]; -"313 dequantize_per_tensor_default_23" [id=313, type=dequantize_per_tensor]; -"314 linear_14_scale_0" [id=314, type=get_attr]; -"315 linear_14_zero_point_0" [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 linear_15_updated_constant0" [id=322, type=get_attr]; -"323 dropout_11_0_0_nncf_smooth_quant_0" [id=323, type=call_module]; -"324 quantize_per_tensor_default_24" [id=324, type=quantize_per_tensor]; -"325 dequantize_per_tensor_default_24" [id=325, type=dequantize_per_tensor]; -"326 linear_15_scale_0" [id=326, type=get_attr]; -"327 linear_15_zero_point_0" [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 linear_16_updated_constant0" [id=338, type=get_attr]; -"339 transpose_24_0_0_nncf_smooth_quant_0" [id=339, type=call_module]; -"340 quantize_per_tensor_default_25" [id=340, type=quantize_per_tensor]; -"341 dequantize_per_tensor_default_25" [id=341, type=dequantize_per_tensor]; -"342 linear_16_scale_0" [id=342, type=get_attr]; -"343 linear_16_zero_point_0" [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 linear_17_updated_constant0" [id=372, type=get_attr]; -"373 view_38_0_0_nncf_smooth_quant_0" [id=373, type=call_module]; -"374 quantize_per_tensor_default_28" [id=374, type=quantize_per_tensor]; -"375 dequantize_per_tensor_default_28" [id=375, type=dequantize_per_tensor]; -"376 linear_17_scale_0" [id=376, type=get_attr]; -"377 linear_17_zero_point_0" [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 linear_18_updated_constant0" [id=389, type=get_attr]; -"390 layer_norm_9_0_0_nncf_smooth_quant_0" [id=390, type=call_module]; -"391 quantize_per_tensor_default_29" [id=391, type=quantize_per_tensor]; -"392 dequantize_per_tensor_default_29" [id=392, type=dequantize_per_tensor]; -"393 linear_18_scale_0" [id=393, type=get_attr]; -"394 linear_18_zero_point_0" [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 linear_19_updated_constant0" [id=401, type=get_attr]; -"402 dropout_14_0_0_nncf_smooth_quant_0" [id=402, type=call_module]; -"403 quantize_per_tensor_default_30" [id=403, type=quantize_per_tensor]; -"404 dequantize_per_tensor_default_30" [id=404, type=dequantize_per_tensor]; -"405 linear_19_scale_0" [id=405, type=get_attr]; -"406 linear_19_zero_point_0" [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 linear_20_updated_constant0" [id=417, type=get_attr]; -"418 transpose_30_0_0_nncf_smooth_quant_0" [id=418, type=call_module]; -"419 quantize_per_tensor_default_31" [id=419, type=quantize_per_tensor]; -"420 dequantize_per_tensor_default_31" [id=420, type=dequantize_per_tensor]; -"421 linear_20_scale_0" [id=421, type=get_attr]; -"422 linear_20_zero_point_0" [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 linear_21_updated_constant0" [id=451, type=get_attr]; -"452 view_46_0_0_nncf_smooth_quant_0" [id=452, type=call_module]; -"453 quantize_per_tensor_default_34" [id=453, type=quantize_per_tensor]; -"454 dequantize_per_tensor_default_34" [id=454, type=dequantize_per_tensor]; -"455 linear_21_scale_0" [id=455, type=get_attr]; -"456 linear_21_zero_point_0" [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 linear_22_updated_constant0" [id=468, type=get_attr]; -"469 layer_norm_11_0_0_nncf_smooth_quant_0" [id=469, type=call_module]; -"470 quantize_per_tensor_default_35" [id=470, type=quantize_per_tensor]; -"471 dequantize_per_tensor_default_35" [id=471, type=dequantize_per_tensor]; -"472 linear_22_scale_0" [id=472, type=get_attr]; -"473 linear_22_zero_point_0" [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 linear_23_updated_constant0" [id=480, type=get_attr]; -"481 dropout_17_0_0_nncf_smooth_quant_0" [id=481, type=call_module]; -"482 quantize_per_tensor_default_36" [id=482, type=quantize_per_tensor]; -"483 dequantize_per_tensor_default_36" [id=483, type=dequantize_per_tensor]; -"484 linear_23_scale_0" [id=484, type=get_attr]; -"485 linear_23_zero_point_0" [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 linear_24_updated_constant0" [id=496, type=get_attr]; -"497 transpose_36_0_0_nncf_smooth_quant_0" [id=497, type=call_module]; -"498 quantize_per_tensor_default_37" [id=498, type=quantize_per_tensor]; -"499 dequantize_per_tensor_default_37" [id=499, type=dequantize_per_tensor]; -"500 linear_24_scale_0" [id=500, type=get_attr]; -"501 linear_24_zero_point_0" [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]; 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-"545 _param_constant83" [id=545, type=get_attr]; -"546 layer_norm_13" [id=546, type=layer_norm]; -"547 linear_26_updated_constant0" [id=547, type=get_attr]; -"548 layer_norm_13_0_0_nncf_smooth_quant_0" [id=548, type=call_module]; -"549 quantize_per_tensor_default_41" [id=549, type=quantize_per_tensor]; -"550 dequantize_per_tensor_default_41" [id=550, type=dequantize_per_tensor]; -"551 linear_26_scale_0" [id=551, type=get_attr]; -"552 linear_26_zero_point_0" [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 linear_27_updated_constant0" [id=559, type=get_attr]; -"560 dropout_20_0_0_nncf_smooth_quant_0" [id=560, type=call_module]; -"561 quantize_per_tensor_default_42" [id=561, type=quantize_per_tensor]; -"562 dequantize_per_tensor_default_42" [id=562, type=dequantize_per_tensor]; -"563 linear_27_scale_0" [id=563, type=get_attr]; -"564 linear_27_zero_point_0" [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 linear_28_updated_constant0" [id=575, type=get_attr]; -"576 transpose_42_0_0_nncf_smooth_quant_0" [id=576, type=call_module]; -"577 quantize_per_tensor_default_43" [id=577, type=quantize_per_tensor]; -"578 dequantize_per_tensor_default_43" [id=578, type=dequantize_per_tensor]; -"579 linear_28_scale_0" [id=579, type=get_attr]; -"580 linear_28_zero_point_0" [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]; 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+"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 linear_46_updated_constant0" [id=941, type=get_attr]; +"942 layer_norm_23_0_0_nncf_smooth_quant_0" [id=942, type=call_module]; +"943 quantize_per_tensor_default_71" [id=943, type=quantize_per_tensor]; +"944 dequantize_per_tensor_default_71" [id=944, type=dequantize_per_tensor]; +"945 linear_46_scale_0" [id=945, type=get_attr]; +"946 linear_46_zero_point_0" [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 linear_47_updated_constant0" [id=953, type=get_attr]; +"954 dropout_35_0_0_nncf_smooth_quant_0" [id=954, type=call_module]; +"955 quantize_per_tensor_default_72" [id=955, type=quantize_per_tensor]; +"956 dequantize_per_tensor_default_72" [id=956, type=dequantize_per_tensor]; +"957 linear_47_scale_0" [id=957, type=get_attr]; +"958 linear_47_zero_point_0" [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 linear_48_updated_constant0" [id=970, type=get_attr]; +"971 select_36_0_0_nncf_smooth_quant_0" [id=971, type=call_module]; +"972 quantize_per_tensor_default_73" [id=972, type=quantize_per_tensor]; +"973 dequantize_per_tensor_default_73" [id=973, type=dequantize_per_tensor]; +"974 linear_48_scale_0" [id=974, type=get_attr]; +"975 linear_48_zero_point_0" [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" -> "23 transpose_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"22 linear_updated_constant0" -> "28 quantize_per_channel_default_1" [label="(2304, 768)", style=solid]; -"23 transpose_0_0_nncf_smooth_quant_0" -> "24 quantize_per_tensor_default_1" [label="(197, 1, 768)", style=solid]; -"24 quantize_per_tensor_default_1" -> "25 dequantize_per_tensor_default_1" [label="(197, 1, 768)", style=solid]; -"25 dequantize_per_tensor_default_1" -> "31 linear" [label="(197, 1, 768)", style=solid]; -"26 linear_scale_0" -> "28 quantize_per_channel_default_1" [label="(2304,)", style=solid]; -"26 linear_scale_0" -> "29 dequantize_per_channel_default_1" [label="(2304,)", style=solid]; -"27 linear_zero_point_0" -> "28 quantize_per_channel_default_1" [label="(2304,)", style=solid]; -"27 linear_zero_point_0" -> "29 dequantize_per_channel_default_1" [label="(2304,)", 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" -> "57 view_6_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"56 linear_1_updated_constant0" -> "62 quantize_per_channel_default_2" [label="(768, 768)", style=solid]; -"57 view_6_0_0_nncf_smooth_quant_0" -> "58 quantize_per_tensor_default_4" [label="(197, 768)", style=solid]; -"58 quantize_per_tensor_default_4" -> "59 dequantize_per_tensor_default_4" [label="(197, 768)", style=solid]; -"59 dequantize_per_tensor_default_4" -> "65 linear_1" [label="(197, 768)", style=solid]; -"60 linear_1_scale_0" -> "62 quantize_per_channel_default_2" [label="(768,)", style=solid]; -"60 linear_1_scale_0" -> "63 dequantize_per_channel_default_2" [label="(768,)", style=solid]; -"61 linear_1_zero_point_0" -> "62 quantize_per_channel_default_2" [label="(768,)", style=solid]; -"61 linear_1_zero_point_0" -> "63 dequantize_per_channel_default_2" [label="(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" -> "74 layer_norm_1_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"73 linear_2_updated_constant0" -> "79 quantize_per_channel_default_3" [label="(3072, 768)", style=solid]; -"74 layer_norm_1_0_0_nncf_smooth_quant_0" -> "75 quantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; -"75 quantize_per_tensor_default_5" -> "76 dequantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; -"76 dequantize_per_tensor_default_5" -> "82 linear_2" [label="(1, 197, 768)", style=solid]; -"77 linear_2_scale_0" -> "79 quantize_per_channel_default_3" [label="(3072,)", style=solid]; -"77 linear_2_scale_0" -> "80 dequantize_per_channel_default_3" [label="(3072,)", style=solid]; -"78 linear_2_zero_point_0" -> "79 quantize_per_channel_default_3" [label="(3072,)", style=solid]; -"78 linear_2_zero_point_0" -> "80 dequantize_per_channel_default_3" [label="(3072,)", 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" -> "86 dropout_2_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"85 linear_3_updated_constant0" -> "91 quantize_per_channel_default_4" [label="(768, 3072)", style=solid]; -"86 dropout_2_0_0_nncf_smooth_quant_0" -> "87 quantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; -"87 quantize_per_tensor_default_6" -> "88 dequantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; -"88 dequantize_per_tensor_default_6" -> "94 linear_3" [label="(1, 197, 3072)", style=solid]; -"89 linear_3_scale_0" -> "91 quantize_per_channel_default_4" [label="(768,)", style=solid]; -"89 linear_3_scale_0" -> "92 dequantize_per_channel_default_4" [label="(768,)", style=solid]; -"90 linear_3_zero_point_0" -> "91 quantize_per_channel_default_4" [label="(768,)", style=solid]; -"90 linear_3_zero_point_0" -> "92 dequantize_per_channel_default_4" [label="(768,)", style=solid]; -"91 quantize_per_channel_default_4" -> "92 dequantize_per_channel_default_4" [label="(768, 3072)", style=solid]; -"92 dequantize_per_channel_default_4" -> "94 linear_3" [label="(768, 3072)", style=solid]; -"93 _param_constant15_0_0" -> "94 linear_3" [label="(768,)", style=solid]; -"94 linear_3" -> "95 dropout_3" [label="(1, 197, 768)", style=solid]; -"95 dropout_3" -> "96 add_2" [label="(1, 197, 768)", style=solid]; -"96 add_2" -> "99 layer_norm_2" [label="(1, 197, 768)", style=solid]; -"96 add_2" -> "148 add_3" [label="(1, 197, 768)", style=solid]; -"97 _param_constant16" -> "99 layer_norm_2" [label="(768,)", style=solid]; -"98 _param_constant17" -> "99 layer_norm_2" [label="(768,)", style=solid]; -"99 layer_norm_2" -> "100 transpose_6" [label="(1, 197, 768)", style=solid]; -"100 transpose_6" -> "102 transpose_6_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"101 linear_4_updated_constant0" -> "107 quantize_per_channel_default_5" [label="(2304, 768)", style=solid]; -"102 transpose_6_0_0_nncf_smooth_quant_0" -> "103 quantize_per_tensor_default_7" [label="(197, 1, 768)", style=solid]; -"103 quantize_per_tensor_default_7" -> "104 dequantize_per_tensor_default_7" [label="(197, 1, 768)", style=solid]; -"104 dequantize_per_tensor_default_7" -> "110 linear_4" [label="(197, 1, 768)", style=solid]; -"105 linear_4_scale_0" -> "107 quantize_per_channel_default_5" [label="(2304,)", style=solid]; -"105 linear_4_scale_0" -> "108 dequantize_per_channel_default_5" [label="(2304,)", style=solid]; -"106 linear_4_zero_point_0" -> "107 quantize_per_channel_default_5" [label="(2304,)", style=solid]; -"106 linear_4_zero_point_0" -> "108 dequantize_per_channel_default_5" [label="(2304,)", style=solid]; -"107 quantize_per_channel_default_5" -> "108 dequantize_per_channel_default_5" [label="(2304, 768)", style=solid]; -"108 dequantize_per_channel_default_5" -> "110 linear_4" [label="(2304, 768)", style=solid]; -"109 _param_constant19_0_0" -> "110 linear_4" [label="(2304,)", style=solid]; -"110 linear_4" -> "111 unflatten_1" [label="(197, 1, 2304)", style=solid]; -"111 unflatten_1" -> "112 unsqueeze_1" [label="(197, 1, 3, 768)", style=solid]; -"112 unsqueeze_1" -> "113 transpose_7" [label="(1, 197, 1, 3, 768)", style=solid]; -"113 transpose_7" -> "114 squeeze_1" [label="(3, 197, 1, 1, 768)", style=solid]; -"114 squeeze_1" -> "115 contiguous_1" [label="(3, 197, 1, 768)", style=solid]; -"115 contiguous_1" -> "116 quantize_per_tensor_default_8" [label="(3, 197, 1, 768)", style=solid]; -"115 contiguous_1" -> "119 quantize_per_tensor_default_9" [label="(3, 197, 1, 768)", style=solid]; -"115 contiguous_1" -> "122 select_5" [label="(3, 197, 1, 768)", style=solid]; -"116 quantize_per_tensor_default_8" -> "117 dequantize_per_tensor_default_8" [label="(3, 197, 1, 768)", style=solid]; -"117 dequantize_per_tensor_default_8" -> "118 select_3" [label="(3, 197, 1, 768)", style=solid]; -"118 select_3" -> "123 view_8" [label="(197, 1, 768)", style=solid]; -"119 quantize_per_tensor_default_9" -> "120 dequantize_per_tensor_default_9" [label="(3, 197, 1, 768)", style=solid]; -"120 dequantize_per_tensor_default_9" -> "121 select_4" [label="(3, 197, 1, 768)", style=solid]; -"121 select_4" -> "125 view_9" [label="(197, 1, 768)", style=solid]; -"122 select_5" -> "127 view_10" [label="(197, 1, 768)", style=solid]; -"123 view_8" -> "124 transpose_8" [label="(197, 12, 64)", style=solid]; -"124 transpose_8" -> "129 view_11" [label="(12, 197, 64)", style=solid]; -"125 view_9" -> "126 transpose_9" [label="(197, 12, 64)", style=solid]; -"126 transpose_9" -> "130 view_12" [label="(12, 197, 64)", style=solid]; -"127 view_10" -> "128 transpose_10" [label="(197, 12, 64)", style=solid]; -"128 transpose_10" -> "131 view_13" [label="(12, 197, 64)", style=solid]; -"129 view_11" -> "132 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; -"130 view_12" -> "132 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; -"131 view_13" -> "132 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; -"132 scaled_dot_product_attention_1" -> "133 permute_2" [label="(1, 12, 197, 64)", style=solid]; -"133 permute_2" -> "134 view_14" [label="(197, 1, 12, 64)", style=solid]; -"134 view_14" -> "136 view_14_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"135 linear_5_updated_constant0" -> "141 quantize_per_channel_default_6" [label="(768, 768)", style=solid]; -"136 view_14_0_0_nncf_smooth_quant_0" -> "137 quantize_per_tensor_default_10" [label="(197, 768)", style=solid]; -"137 quantize_per_tensor_default_10" -> "138 dequantize_per_tensor_default_10" [label="(197, 768)", style=solid]; -"138 dequantize_per_tensor_default_10" -> "144 linear_5" [label="(197, 768)", style=solid]; -"139 linear_5_scale_0" -> "141 quantize_per_channel_default_6" [label="(768,)", style=solid]; -"139 linear_5_scale_0" -> "142 dequantize_per_channel_default_6" [label="(768,)", style=solid]; -"140 linear_5_zero_point_0" -> "141 quantize_per_channel_default_6" [label="(768,)", style=solid]; -"140 linear_5_zero_point_0" -> "142 dequantize_per_channel_default_6" [label="(768,)", style=solid]; -"141 quantize_per_channel_default_6" -> "142 dequantize_per_channel_default_6" [label="(768, 768)", style=solid]; -"142 dequantize_per_channel_default_6" -> "144 linear_5" [label="(768, 768)", style=solid]; -"143 _param_constant21_0_0" -> "144 linear_5" [label="(768,)", style=solid]; -"144 linear_5" -> "145 view_15" [label="(197, 768)", style=solid]; -"145 view_15" -> "146 transpose_11" [label="(197, 1, 768)", style=solid]; -"146 transpose_11" -> "147 dropout_4" [label="(1, 197, 768)", style=solid]; -"147 dropout_4" -> "148 add_3" [label="(1, 197, 768)", style=solid]; -"148 add_3" -> "151 layer_norm_3" [label="(1, 197, 768)", style=solid]; -"148 add_3" -> "175 add_4" [label="(1, 197, 768)", style=solid]; -"149 _param_constant22" -> "151 layer_norm_3" [label="(768,)", style=solid]; -"150 _param_constant23" -> "151 layer_norm_3" [label="(768,)", style=solid]; -"151 layer_norm_3" -> "153 layer_norm_3_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"152 linear_6_updated_constant0" -> "158 quantize_per_channel_default_7" [label="(3072, 768)", style=solid]; -"153 layer_norm_3_0_0_nncf_smooth_quant_0" -> "154 quantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; -"154 quantize_per_tensor_default_11" -> "155 dequantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; -"155 dequantize_per_tensor_default_11" -> "161 linear_6" [label="(1, 197, 768)", style=solid]; -"156 linear_6_scale_0" -> "158 quantize_per_channel_default_7" [label="(3072,)", style=solid]; -"156 linear_6_scale_0" -> "159 dequantize_per_channel_default_7" [label="(3072,)", style=solid]; -"157 linear_6_zero_point_0" -> "158 quantize_per_channel_default_7" [label="(3072,)", style=solid]; -"157 linear_6_zero_point_0" -> "159 dequantize_per_channel_default_7" [label="(3072,)", style=solid]; -"158 quantize_per_channel_default_7" -> "159 dequantize_per_channel_default_7" [label="(3072, 768)", style=solid]; -"159 dequantize_per_channel_default_7" -> "161 linear_6" [label="(3072, 768)", style=solid]; -"160 _param_constant25_0_0" -> "161 linear_6" [label="(3072,)", style=solid]; -"161 linear_6" -> "162 gelu_1" [label="(1, 197, 3072)", style=solid]; -"162 gelu_1" -> "163 dropout_5" [label="(1, 197, 3072)", style=solid]; -"163 dropout_5" -> "165 dropout_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"164 linear_7_updated_constant0" -> "170 quantize_per_channel_default_8" [label="(768, 3072)", style=solid]; -"165 dropout_5_0_0_nncf_smooth_quant_0" -> "166 quantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; -"166 quantize_per_tensor_default_12" -> "167 dequantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; -"167 dequantize_per_tensor_default_12" -> "173 linear_7" [label="(1, 197, 3072)", style=solid]; -"168 linear_7_scale_0" -> "170 quantize_per_channel_default_8" [label="(768,)", style=solid]; -"168 linear_7_scale_0" -> "171 dequantize_per_channel_default_8" [label="(768,)", style=solid]; -"169 linear_7_zero_point_0" -> "170 quantize_per_channel_default_8" [label="(768,)", style=solid]; -"169 linear_7_zero_point_0" -> "171 dequantize_per_channel_default_8" [label="(768,)", style=solid]; -"170 quantize_per_channel_default_8" -> "171 dequantize_per_channel_default_8" [label="(768, 3072)", style=solid]; -"171 dequantize_per_channel_default_8" -> "173 linear_7" [label="(768, 3072)", style=solid]; -"172 _param_constant27_0_0" -> "173 linear_7" [label="(768,)", style=solid]; -"173 linear_7" -> "174 dropout_6" [label="(1, 197, 768)", style=solid]; -"174 dropout_6" -> "175 add_4" [label="(1, 197, 768)", style=solid]; -"175 add_4" -> "178 layer_norm_4" [label="(1, 197, 768)", style=solid]; -"175 add_4" -> "227 add_5" [label="(1, 197, 768)", style=solid]; -"176 _param_constant28" -> "178 layer_norm_4" [label="(768,)", style=solid]; -"177 _param_constant29" -> "178 layer_norm_4" [label="(768,)", style=solid]; -"178 layer_norm_4" -> "179 transpose_12" [label="(1, 197, 768)", style=solid]; -"179 transpose_12" -> "181 transpose_12_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"180 linear_8_updated_constant0" -> "186 quantize_per_channel_default_9" [label="(2304, 768)", style=solid]; -"181 transpose_12_0_0_nncf_smooth_quant_0" -> "182 quantize_per_tensor_default_13" [label="(197, 1, 768)", style=solid]; -"182 quantize_per_tensor_default_13" -> "183 dequantize_per_tensor_default_13" [label="(197, 1, 768)", style=solid]; -"183 dequantize_per_tensor_default_13" -> "189 linear_8" [label="(197, 1, 768)", style=solid]; -"184 linear_8_scale_0" -> "186 quantize_per_channel_default_9" [label="(2304,)", style=solid]; -"184 linear_8_scale_0" -> "187 dequantize_per_channel_default_9" [label="(2304,)", style=solid]; -"185 linear_8_zero_point_0" -> "186 quantize_per_channel_default_9" [label="(2304,)", style=solid]; -"185 linear_8_zero_point_0" -> "187 dequantize_per_channel_default_9" [label="(2304,)", style=solid]; -"186 quantize_per_channel_default_9" -> "187 dequantize_per_channel_default_9" [label="(2304, 768)", style=solid]; -"187 dequantize_per_channel_default_9" -> "189 linear_8" [label="(2304, 768)", style=solid]; -"188 _param_constant31_0_0" -> "189 linear_8" [label="(2304,)", style=solid]; -"189 linear_8" -> "190 unflatten_2" [label="(197, 1, 2304)", style=solid]; -"190 unflatten_2" -> "191 unsqueeze_2" [label="(197, 1, 3, 768)", style=solid]; -"191 unsqueeze_2" -> "192 transpose_13" [label="(1, 197, 1, 3, 768)", style=solid]; -"192 transpose_13" -> "193 squeeze_2" [label="(3, 197, 1, 1, 768)", style=solid]; -"193 squeeze_2" -> "194 contiguous_2" [label="(3, 197, 1, 768)", style=solid]; -"194 contiguous_2" -> "195 quantize_per_tensor_default_14" [label="(3, 197, 1, 768)", style=solid]; -"194 contiguous_2" -> "198 quantize_per_tensor_default_15" [label="(3, 197, 1, 768)", style=solid]; -"194 contiguous_2" -> "201 select_8" [label="(3, 197, 1, 768)", style=solid]; -"195 quantize_per_tensor_default_14" -> "196 dequantize_per_tensor_default_14" [label="(3, 197, 1, 768)", style=solid]; -"196 dequantize_per_tensor_default_14" -> "197 select_6" [label="(3, 197, 1, 768)", style=solid]; -"197 select_6" -> "202 view_16" [label="(197, 1, 768)", style=solid]; -"198 quantize_per_tensor_default_15" -> "199 dequantize_per_tensor_default_15" [label="(3, 197, 1, 768)", style=solid]; -"199 dequantize_per_tensor_default_15" -> "200 select_7" [label="(3, 197, 1, 768)", style=solid]; -"200 select_7" -> "204 view_17" [label="(197, 1, 768)", style=solid]; -"201 select_8" -> "206 view_18" [label="(197, 1, 768)", style=solid]; -"202 view_16" -> "203 transpose_14" [label="(197, 12, 64)", style=solid]; -"203 transpose_14" -> "208 view_19" [label="(12, 197, 64)", style=solid]; -"204 view_17" -> "205 transpose_15" [label="(197, 12, 64)", style=solid]; -"205 transpose_15" -> "209 view_20" [label="(12, 197, 64)", style=solid]; -"206 view_18" -> "207 transpose_16" [label="(197, 12, 64)", style=solid]; -"207 transpose_16" -> "210 view_21" [label="(12, 197, 64)", style=solid]; -"208 view_19" -> "211 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; -"209 view_20" -> "211 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; -"210 view_21" -> "211 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; -"211 scaled_dot_product_attention_2" -> "212 permute_3" [label="(1, 12, 197, 64)", style=solid]; -"212 permute_3" -> "213 view_22" [label="(197, 1, 12, 64)", style=solid]; -"213 view_22" -> "215 view_22_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"214 linear_9_updated_constant0" -> "220 quantize_per_channel_default_10" [label="(768, 768)", style=solid]; -"215 view_22_0_0_nncf_smooth_quant_0" -> "216 quantize_per_tensor_default_16" [label="(197, 768)", style=solid]; -"216 quantize_per_tensor_default_16" -> "217 dequantize_per_tensor_default_16" [label="(197, 768)", style=solid]; -"217 dequantize_per_tensor_default_16" -> "223 linear_9" [label="(197, 768)", style=solid]; -"218 linear_9_scale_0" -> "220 quantize_per_channel_default_10" [label="(768,)", style=solid]; -"218 linear_9_scale_0" -> "221 dequantize_per_channel_default_10" [label="(768,)", style=solid]; -"219 linear_9_zero_point_0" -> "220 quantize_per_channel_default_10" [label="(768,)", style=solid]; -"219 linear_9_zero_point_0" -> "221 dequantize_per_channel_default_10" [label="(768,)", style=solid]; -"220 quantize_per_channel_default_10" -> "221 dequantize_per_channel_default_10" [label="(768, 768)", style=solid]; -"221 dequantize_per_channel_default_10" -> "223 linear_9" [label="(768, 768)", style=solid]; -"222 _param_constant33_0_0" -> "223 linear_9" [label="(768,)", style=solid]; -"223 linear_9" -> "224 view_23" [label="(197, 768)", style=solid]; -"224 view_23" -> "225 transpose_17" [label="(197, 1, 768)", style=solid]; -"225 transpose_17" -> "226 dropout_7" [label="(1, 197, 768)", style=solid]; -"226 dropout_7" -> "227 add_5" [label="(1, 197, 768)", style=solid]; -"227 add_5" -> "230 layer_norm_5" [label="(1, 197, 768)", style=solid]; -"227 add_5" -> "254 add_6" [label="(1, 197, 768)", style=solid]; -"228 _param_constant34" -> "230 layer_norm_5" [label="(768,)", style=solid]; -"229 _param_constant35" -> "230 layer_norm_5" [label="(768,)", style=solid]; -"230 layer_norm_5" -> "232 layer_norm_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"231 linear_10_updated_constant0" -> "237 quantize_per_channel_default_11" [label="(3072, 768)", style=solid]; -"232 layer_norm_5_0_0_nncf_smooth_quant_0" -> "233 quantize_per_tensor_default_17" [label="(1, 197, 768)", style=solid]; -"233 quantize_per_tensor_default_17" -> "234 dequantize_per_tensor_default_17" [label="(1, 197, 768)", style=solid]; -"234 dequantize_per_tensor_default_17" -> "240 linear_10" [label="(1, 197, 768)", style=solid]; -"235 linear_10_scale_0" -> "237 quantize_per_channel_default_11" [label="(3072,)", style=solid]; -"235 linear_10_scale_0" -> "238 dequantize_per_channel_default_11" [label="(3072,)", style=solid]; -"236 linear_10_zero_point_0" -> "237 quantize_per_channel_default_11" [label="(3072,)", style=solid]; -"236 linear_10_zero_point_0" -> "238 dequantize_per_channel_default_11" [label="(3072,)", style=solid]; -"237 quantize_per_channel_default_11" -> "238 dequantize_per_channel_default_11" [label="(3072, 768)", style=solid]; -"238 dequantize_per_channel_default_11" -> "240 linear_10" [label="(3072, 768)", style=solid]; -"239 _param_constant37_0_0" -> "240 linear_10" [label="(3072,)", style=solid]; -"240 linear_10" -> "241 gelu_2" [label="(1, 197, 3072)", style=solid]; -"241 gelu_2" -> "242 dropout_8" [label="(1, 197, 3072)", style=solid]; -"242 dropout_8" -> "244 dropout_8_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"243 linear_11_updated_constant0" -> "249 quantize_per_channel_default_12" [label="(768, 3072)", style=solid]; -"244 dropout_8_0_0_nncf_smooth_quant_0" -> "245 quantize_per_tensor_default_18" [label="(1, 197, 3072)", style=solid]; -"245 quantize_per_tensor_default_18" -> "246 dequantize_per_tensor_default_18" [label="(1, 197, 3072)", style=solid]; -"246 dequantize_per_tensor_default_18" -> "252 linear_11" [label="(1, 197, 3072)", style=solid]; -"247 linear_11_scale_0" -> "249 quantize_per_channel_default_12" [label="(768,)", style=solid]; -"247 linear_11_scale_0" -> "250 dequantize_per_channel_default_12" [label="(768,)", style=solid]; -"248 linear_11_zero_point_0" -> "249 quantize_per_channel_default_12" [label="(768,)", style=solid]; -"248 linear_11_zero_point_0" -> "250 dequantize_per_channel_default_12" [label="(768,)", style=solid]; -"249 quantize_per_channel_default_12" -> "250 dequantize_per_channel_default_12" [label="(768, 3072)", style=solid]; -"250 dequantize_per_channel_default_12" -> "252 linear_11" [label="(768, 3072)", style=solid]; -"251 _param_constant39_0_0" -> "252 linear_11" [label="(768,)", style=solid]; -"252 linear_11" -> "253 dropout_9" [label="(1, 197, 768)", style=solid]; -"253 dropout_9" -> "254 add_6" [label="(1, 197, 768)", style=solid]; -"254 add_6" -> "257 layer_norm_6" [label="(1, 197, 768)", style=solid]; -"254 add_6" -> "306 add_7" [label="(1, 197, 768)", style=solid]; -"255 _param_constant40" -> "257 layer_norm_6" [label="(768,)", style=solid]; -"256 _param_constant41" -> "257 layer_norm_6" [label="(768,)", style=solid]; -"257 layer_norm_6" -> "258 transpose_18" [label="(1, 197, 768)", style=solid]; -"258 transpose_18" -> "260 transpose_18_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"259 linear_12_updated_constant0" -> "265 quantize_per_channel_default_13" [label="(2304, 768)", style=solid]; -"260 transpose_18_0_0_nncf_smooth_quant_0" -> "261 quantize_per_tensor_default_19" [label="(197, 1, 768)", style=solid]; -"261 quantize_per_tensor_default_19" -> "262 dequantize_per_tensor_default_19" [label="(197, 1, 768)", style=solid]; -"262 dequantize_per_tensor_default_19" -> "268 linear_12" [label="(197, 1, 768)", style=solid]; -"263 linear_12_scale_0" -> "265 quantize_per_channel_default_13" [label="(2304,)", style=solid]; -"263 linear_12_scale_0" -> "266 dequantize_per_channel_default_13" [label="(2304,)", style=solid]; -"264 linear_12_zero_point_0" -> "265 quantize_per_channel_default_13" [label="(2304,)", style=solid]; -"264 linear_12_zero_point_0" -> "266 dequantize_per_channel_default_13" [label="(2304,)", style=solid]; -"265 quantize_per_channel_default_13" -> "266 dequantize_per_channel_default_13" [label="(2304, 768)", style=solid]; -"266 dequantize_per_channel_default_13" -> "268 linear_12" [label="(2304, 768)", style=solid]; -"267 _param_constant43_0_0" -> "268 linear_12" [label="(2304,)", style=solid]; -"268 linear_12" -> "269 unflatten_3" [label="(197, 1, 2304)", style=solid]; -"269 unflatten_3" -> "270 unsqueeze_3" [label="(197, 1, 3, 768)", style=solid]; -"270 unsqueeze_3" -> "271 transpose_19" [label="(1, 197, 1, 3, 768)", style=solid]; -"271 transpose_19" -> "272 squeeze_3" [label="(3, 197, 1, 1, 768)", style=solid]; -"272 squeeze_3" -> "273 contiguous_3" [label="(3, 197, 1, 768)", style=solid]; -"273 contiguous_3" -> "274 quantize_per_tensor_default_20" [label="(3, 197, 1, 768)", style=solid]; -"273 contiguous_3" -> "277 quantize_per_tensor_default_21" [label="(3, 197, 1, 768)", style=solid]; -"273 contiguous_3" -> "280 select_11" [label="(3, 197, 1, 768)", style=solid]; -"274 quantize_per_tensor_default_20" -> "275 dequantize_per_tensor_default_20" [label="(3, 197, 1, 768)", style=solid]; -"275 dequantize_per_tensor_default_20" -> "276 select_9" [label="(3, 197, 1, 768)", style=solid]; -"276 select_9" -> "281 view_24" [label="(197, 1, 768)", style=solid]; -"277 quantize_per_tensor_default_21" -> "278 dequantize_per_tensor_default_21" [label="(3, 197, 1, 768)", style=solid]; -"278 dequantize_per_tensor_default_21" -> "279 select_10" [label="(3, 197, 1, 768)", style=solid]; -"279 select_10" -> "283 view_25" [label="(197, 1, 768)", style=solid]; -"280 select_11" -> "285 view_26" [label="(197, 1, 768)", style=solid]; -"281 view_24" -> "282 transpose_20" [label="(197, 12, 64)", style=solid]; -"282 transpose_20" -> "287 view_27" [label="(12, 197, 64)", style=solid]; -"283 view_25" -> "284 transpose_21" [label="(197, 12, 64)", style=solid]; -"284 transpose_21" -> "288 view_28" [label="(12, 197, 64)", style=solid]; -"285 view_26" -> "286 transpose_22" [label="(197, 12, 64)", style=solid]; -"286 transpose_22" -> "289 view_29" [label="(12, 197, 64)", style=solid]; -"287 view_27" -> "290 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; -"288 view_28" -> "290 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; -"289 view_29" -> "290 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; -"290 scaled_dot_product_attention_3" -> "291 permute_4" [label="(1, 12, 197, 64)", style=solid]; -"291 permute_4" -> "292 view_30" [label="(197, 1, 12, 64)", style=solid]; -"292 view_30" -> "294 view_30_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"293 linear_13_updated_constant0" -> "299 quantize_per_channel_default_14" [label="(768, 768)", style=solid]; -"294 view_30_0_0_nncf_smooth_quant_0" -> "295 quantize_per_tensor_default_22" [label="(197, 768)", style=solid]; -"295 quantize_per_tensor_default_22" -> "296 dequantize_per_tensor_default_22" [label="(197, 768)", style=solid]; -"296 dequantize_per_tensor_default_22" -> "302 linear_13" [label="(197, 768)", style=solid]; -"297 linear_13_scale_0" -> "299 quantize_per_channel_default_14" [label="(768,)", style=solid]; -"297 linear_13_scale_0" -> "300 dequantize_per_channel_default_14" [label="(768,)", style=solid]; -"298 linear_13_zero_point_0" -> "299 quantize_per_channel_default_14" [label="(768,)", style=solid]; -"298 linear_13_zero_point_0" -> "300 dequantize_per_channel_default_14" [label="(768,)", style=solid]; -"299 quantize_per_channel_default_14" -> "300 dequantize_per_channel_default_14" [label="(768, 768)", style=solid]; -"300 dequantize_per_channel_default_14" -> "302 linear_13" [label="(768, 768)", style=solid]; -"301 _param_constant45_0_0" -> "302 linear_13" [label="(768,)", style=solid]; -"302 linear_13" -> "303 view_31" [label="(197, 768)", style=solid]; -"303 view_31" -> "304 transpose_23" [label="(197, 1, 768)", style=solid]; -"304 transpose_23" -> "305 dropout_10" [label="(1, 197, 768)", style=solid]; 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-"324 quantize_per_tensor_default_24" -> "325 dequantize_per_tensor_default_24" [label="(1, 197, 3072)", style=solid]; -"325 dequantize_per_tensor_default_24" -> "331 linear_15" [label="(1, 197, 3072)", style=solid]; -"326 linear_15_scale_0" -> "328 quantize_per_channel_default_16" [label="(768,)", style=solid]; -"326 linear_15_scale_0" -> "329 dequantize_per_channel_default_16" [label="(768,)", style=solid]; -"327 linear_15_zero_point_0" -> "328 quantize_per_channel_default_16" [label="(768,)", style=solid]; -"327 linear_15_zero_point_0" -> "329 dequantize_per_channel_default_16" [label="(768,)", style=solid]; -"328 quantize_per_channel_default_16" -> "329 dequantize_per_channel_default_16" [label="(768, 3072)", style=solid]; -"329 dequantize_per_channel_default_16" -> "331 linear_15" [label="(768, 3072)", style=solid]; -"330 _param_constant51_0_0" -> "331 linear_15" [label="(768,)", style=solid]; -"331 linear_15" -> "332 dropout_12" [label="(1, 197, 768)", style=solid]; -"332 dropout_12" -> "333 add_8" [label="(1, 197, 768)", style=solid]; 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-"342 linear_16_scale_0" -> "345 dequantize_per_channel_default_17" [label="(2304,)", style=solid]; -"343 linear_16_zero_point_0" -> "344 quantize_per_channel_default_17" [label="(2304,)", style=solid]; -"343 linear_16_zero_point_0" -> "345 dequantize_per_channel_default_17" [label="(2304,)", style=solid]; -"344 quantize_per_channel_default_17" -> "345 dequantize_per_channel_default_17" [label="(2304, 768)", style=solid]; -"345 dequantize_per_channel_default_17" -> "347 linear_16" [label="(2304, 768)", style=solid]; -"346 _param_constant55_0_0" -> "347 linear_16" [label="(2304,)", style=solid]; -"347 linear_16" -> "348 unflatten_4" [label="(197, 1, 2304)", style=solid]; -"348 unflatten_4" -> "349 unsqueeze_4" [label="(197, 1, 3, 768)", style=solid]; -"349 unsqueeze_4" -> "350 transpose_25" [label="(1, 197, 1, 3, 768)", style=solid]; -"350 transpose_25" -> "351 squeeze_4" [label="(3, 197, 1, 1, 768)", style=solid]; -"351 squeeze_4" -> "352 contiguous_4" [label="(3, 197, 1, 768)", style=solid]; 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-"361 transpose_26" -> "366 view_35" [label="(12, 197, 64)", style=solid]; -"362 view_33" -> "363 transpose_27" [label="(197, 12, 64)", style=solid]; -"363 transpose_27" -> "367 view_36" [label="(12, 197, 64)", style=solid]; -"364 view_34" -> "365 transpose_28" [label="(197, 12, 64)", style=solid]; -"365 transpose_28" -> "368 view_37" [label="(12, 197, 64)", style=solid]; -"366 view_35" -> "369 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; -"367 view_36" -> "369 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; -"368 view_37" -> "369 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; -"369 scaled_dot_product_attention_4" -> "370 permute_5" [label="(1, 12, 197, 64)", style=solid]; -"370 permute_5" -> "371 view_38" [label="(197, 1, 12, 64)", style=solid]; -"371 view_38" -> "373 view_38_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"372 linear_17_updated_constant0" -> "378 quantize_per_channel_default_18" [label="(768, 768)", style=solid]; -"373 view_38_0_0_nncf_smooth_quant_0" -> "374 quantize_per_tensor_default_28" [label="(197, 768)", style=solid]; -"374 quantize_per_tensor_default_28" -> "375 dequantize_per_tensor_default_28" [label="(197, 768)", style=solid]; -"375 dequantize_per_tensor_default_28" -> "381 linear_17" [label="(197, 768)", style=solid]; -"376 linear_17_scale_0" -> "378 quantize_per_channel_default_18" [label="(768,)", style=solid]; -"376 linear_17_scale_0" -> "379 dequantize_per_channel_default_18" [label="(768,)", style=solid]; -"377 linear_17_zero_point_0" -> "378 quantize_per_channel_default_18" [label="(768,)", style=solid]; -"377 linear_17_zero_point_0" -> "379 dequantize_per_channel_default_18" [label="(768,)", style=solid]; -"378 quantize_per_channel_default_18" -> "379 dequantize_per_channel_default_18" [label="(768, 768)", style=solid]; -"379 dequantize_per_channel_default_18" -> "381 linear_17" [label="(768, 768)", style=solid]; -"380 _param_constant57_0_0" -> "381 linear_17" [label="(768,)", style=solid]; -"381 linear_17" -> "382 view_39" [label="(197, 768)", style=solid]; -"382 view_39" -> "383 transpose_29" [label="(197, 1, 768)", style=solid]; -"383 transpose_29" -> "384 dropout_13" [label="(1, 197, 768)", style=solid]; -"384 dropout_13" -> "385 add_9" [label="(1, 197, 768)", style=solid]; -"385 add_9" -> "388 layer_norm_9" [label="(1, 197, 768)", style=solid]; -"385 add_9" -> "412 add_10" [label="(1, 197, 768)", style=solid]; -"386 _param_constant58" -> "388 layer_norm_9" [label="(768,)", style=solid]; -"387 _param_constant59" -> "388 layer_norm_9" [label="(768,)", style=solid]; -"388 layer_norm_9" -> "390 layer_norm_9_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"389 linear_18_updated_constant0" -> "395 quantize_per_channel_default_19" [label="(3072, 768)", style=solid]; -"390 layer_norm_9_0_0_nncf_smooth_quant_0" -> "391 quantize_per_tensor_default_29" [label="(1, 197, 768)", style=solid]; -"391 quantize_per_tensor_default_29" -> "392 dequantize_per_tensor_default_29" [label="(1, 197, 768)", style=solid]; 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-"420 dequantize_per_tensor_default_31" -> "426 linear_20" [label="(197, 1, 768)", style=solid]; -"421 linear_20_scale_0" -> "423 quantize_per_channel_default_21" [label="(2304,)", style=solid]; -"421 linear_20_scale_0" -> "424 dequantize_per_channel_default_21" [label="(2304,)", style=solid]; -"422 linear_20_zero_point_0" -> "423 quantize_per_channel_default_21" [label="(2304,)", style=solid]; -"422 linear_20_zero_point_0" -> "424 dequantize_per_channel_default_21" [label="(2304,)", style=solid]; -"423 quantize_per_channel_default_21" -> "424 dequantize_per_channel_default_21" [label="(2304, 768)", style=solid]; -"424 dequantize_per_channel_default_21" -> "426 linear_20" [label="(2304, 768)", style=solid]; -"425 _param_constant67_0_0" -> "426 linear_20" [label="(2304,)", style=solid]; -"426 linear_20" -> "427 unflatten_5" [label="(197, 1, 2304)", style=solid]; -"427 unflatten_5" -> "428 unsqueeze_5" [label="(197, 1, 3, 768)", style=solid]; -"428 unsqueeze_5" -> "429 transpose_31" [label="(1, 197, 1, 3, 768)", style=solid]; 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+"923 view_94" -> "925 view_94_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"924 linear_45_updated_constant0" -> "930 quantize_per_channel_default_46" [label="(768, 768)", style=solid]; +"925 view_94_0_0_nncf_smooth_quant_0" -> "926 quantize_per_tensor_default_70" [label="(197, 768)", style=solid]; +"926 quantize_per_tensor_default_70" -> "927 dequantize_per_tensor_default_70" [label="(197, 768)", style=solid]; +"927 dequantize_per_tensor_default_70" -> "933 linear_45" [label="(197, 768)", style=solid]; +"928 linear_45_scale_0" -> "930 quantize_per_channel_default_46" [label="(768,)", style=solid]; +"928 linear_45_scale_0" -> "931 dequantize_per_channel_default_46" [label="(768,)", style=solid]; +"929 linear_45_zero_point_0" -> "930 quantize_per_channel_default_46" [label="(768,)", style=solid]; +"929 linear_45_zero_point_0" -> "931 dequantize_per_channel_default_46" [label="(768,)", style=solid]; +"930 quantize_per_channel_default_46" -> "931 dequantize_per_channel_default_46" [label="(768, 768)", style=solid]; +"931 dequantize_per_channel_default_46" -> "933 linear_45" [label="(768, 768)", style=solid]; +"932 _param_constant141_0_0" -> "933 linear_45" [label="(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" -> "942 layer_norm_23_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"941 linear_46_updated_constant0" -> "947 quantize_per_channel_default_47" [label="(3072, 768)", style=solid]; +"942 layer_norm_23_0_0_nncf_smooth_quant_0" -> "943 quantize_per_tensor_default_71" [label="(1, 197, 768)", style=solid]; +"943 quantize_per_tensor_default_71" -> "944 dequantize_per_tensor_default_71" [label="(1, 197, 768)", style=solid]; +"944 dequantize_per_tensor_default_71" -> "950 linear_46" [label="(1, 197, 768)", style=solid]; +"945 linear_46_scale_0" -> "947 quantize_per_channel_default_47" [label="(3072,)", style=solid]; +"945 linear_46_scale_0" -> "948 dequantize_per_channel_default_47" [label="(3072,)", style=solid]; +"946 linear_46_zero_point_0" -> "947 quantize_per_channel_default_47" [label="(3072,)", style=solid]; +"946 linear_46_zero_point_0" -> "948 dequantize_per_channel_default_47" [label="(3072,)", style=solid]; +"947 quantize_per_channel_default_47" -> "948 dequantize_per_channel_default_47" [label="(3072, 768)", style=solid]; +"948 dequantize_per_channel_default_47" -> "950 linear_46" [label="(3072, 768)", style=solid]; +"949 _param_constant145_0_0" -> "950 linear_46" [label="(3072,)", 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" -> "954 dropout_35_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"953 linear_47_updated_constant0" -> "959 quantize_per_channel_default_48" [label="(768, 3072)", style=solid]; +"954 dropout_35_0_0_nncf_smooth_quant_0" -> "955 quantize_per_tensor_default_72" [label="(1, 197, 3072)", style=solid]; +"955 quantize_per_tensor_default_72" -> "956 dequantize_per_tensor_default_72" [label="(1, 197, 3072)", style=solid]; +"956 dequantize_per_tensor_default_72" -> "962 linear_47" [label="(1, 197, 3072)", style=solid]; +"957 linear_47_scale_0" -> "959 quantize_per_channel_default_48" [label="(768,)", style=solid]; +"957 linear_47_scale_0" -> "960 dequantize_per_channel_default_48" [label="(768,)", style=solid]; +"958 linear_47_zero_point_0" -> "959 quantize_per_channel_default_48" [label="(768,)", style=solid]; +"958 linear_47_zero_point_0" -> "960 dequantize_per_channel_default_48" [label="(768,)", style=solid]; +"959 quantize_per_channel_default_48" -> "960 dequantize_per_channel_default_48" [label="(768, 3072)", style=solid]; +"960 dequantize_per_channel_default_48" -> "962 linear_47" [label="(768, 3072)", style=solid]; +"961 _param_constant147_0_0" -> "962 linear_47" [label="(768,)", 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" -> "971 select_36_0_0_nncf_smooth_quant_0" [label="(1, 768)", style=solid]; +"970 linear_48_updated_constant0" -> "976 quantize_per_channel_default_49" [label="(1000, 768)", style=solid]; +"971 select_36_0_0_nncf_smooth_quant_0" -> "972 quantize_per_tensor_default_73" [label="(1, 768)", style=solid]; +"972 quantize_per_tensor_default_73" -> "973 dequantize_per_tensor_default_73" [label="(1, 768)", style=solid]; +"973 dequantize_per_tensor_default_73" -> "979 linear_48" [label="(1, 768)", style=solid]; +"974 linear_48_scale_0" -> "976 quantize_per_channel_default_49" [label="(1000,)", style=solid]; +"974 linear_48_scale_0" -> "977 dequantize_per_channel_default_49" [label="(1000,)", style=solid]; +"975 linear_48_zero_point_0" -> "976 quantize_per_channel_default_49" [label="(1000,)", style=solid]; +"975 linear_48_zero_point_0" -> "977 dequantize_per_channel_default_49" [label="(1000,)", style=solid]; +"976 quantize_per_channel_default_49" -> "977 dequantize_per_channel_default_49" [label="(1000, 768)", style=solid]; +"977 dequantize_per_channel_default_49" -> "979 linear_48" [label="(1000, 768)", style=solid]; +"978 _param_constant151_0_0" -> "979 linear_48" [label="(1000,)", style=solid]; +"979 linear_48" -> "980 output" [label="(1, 1000)", style=solid]; }