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swin-base-food101-int8-structured44.5-20eph

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swin
vision
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swin-base-food101-int8-structured44.5-20eph / structured_sparsity.csv
Vui Seng Chua
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,group_id,type,torch_module,weight_shape,pruned_weight_shape,bias_shape,pruned_bias_shape,head_or_channel_id_to_keep,module_node_name
0,0,MHSA,nncf_module.swin.encoder.layers.0.blocks.0.attention.self.query,"(128, 128)","(64, 128)","(128,)","(64,)","[1, 3]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[0]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
1,0,MHSA,nncf_module.swin.encoder.layers.0.blocks.0.attention.self.key,"(128, 128)","(64, 128)","(128,)","(64,)","[1, 3]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[0]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
2,0,MHSA,nncf_module.swin.encoder.layers.0.blocks.0.attention.self.value,"(128, 128)","(64, 128)","(128,)","(64,)","[1, 3]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[0]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
3,0,MHSA,nncf_module.swin.encoder.layers.0.blocks.0.attention.output.dense,"(128, 128)","(128, 64)","(128,)","(128,)","[1, 3]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[0]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
4,1,FF,nncf_module.swin.encoder.layers.0.blocks.0.intermediate.dense,"(512, 128)","(301, 128)","(512,)","(301,)",[301 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[0]/ModuleList[blocks]/SwinLayer[0]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
5,1,FF,nncf_module.swin.encoder.layers.0.blocks.0.output.dense,"(128, 512)","(128, 301)","(128,)","(128,)",[301 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[0]/ModuleList[blocks]/SwinLayer[0]/SwinOutput[output]/NNCFLinear[dense]/linear_0
6,2,MHSA,nncf_module.swin.encoder.layers.0.blocks.1.attention.self.query,"(128, 128)","(32, 128)","(128,)","(32,)",[3],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[0]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
7,2,MHSA,nncf_module.swin.encoder.layers.0.blocks.1.attention.self.key,"(128, 128)","(32, 128)","(128,)","(32,)",[3],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[0]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
8,2,MHSA,nncf_module.swin.encoder.layers.0.blocks.1.attention.self.value,"(128, 128)","(32, 128)","(128,)","(32,)",[3],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[0]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
9,2,MHSA,nncf_module.swin.encoder.layers.0.blocks.1.attention.output.dense,"(128, 128)","(128, 32)","(128,)","(128,)",[3],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[0]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
10,3,FF,nncf_module.swin.encoder.layers.0.blocks.1.intermediate.dense,"(512, 128)","(414, 128)","(512,)","(414,)",[414 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[0]/ModuleList[blocks]/SwinLayer[1]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
11,3,FF,nncf_module.swin.encoder.layers.0.blocks.1.output.dense,"(128, 512)","(128, 414)","(128,)","(128,)",[414 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[0]/ModuleList[blocks]/SwinLayer[1]/SwinOutput[output]/NNCFLinear[dense]/linear_0
12,4,MHSA,nncf_module.swin.encoder.layers.1.blocks.0.attention.self.query,"(256, 256)","(96, 256)","(256,)","(96,)","[1, 3, 5]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[1]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
13,4,MHSA,nncf_module.swin.encoder.layers.1.blocks.0.attention.self.key,"(256, 256)","(96, 256)","(256,)","(96,)","[1, 3, 5]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[1]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
14,4,MHSA,nncf_module.swin.encoder.layers.1.blocks.0.attention.self.value,"(256, 256)","(96, 256)","(256,)","(96,)","[1, 3, 5]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[1]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
15,4,MHSA,nncf_module.swin.encoder.layers.1.blocks.0.attention.output.dense,"(256, 256)","(256, 96)","(256,)","(256,)","[1, 3, 5]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[1]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
16,5,FF,nncf_module.swin.encoder.layers.1.blocks.0.intermediate.dense,"(1024, 256)","(788, 256)","(1024,)","(788,)",[788 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[1]/ModuleList[blocks]/SwinLayer[0]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
17,5,FF,nncf_module.swin.encoder.layers.1.blocks.0.output.dense,"(256, 1024)","(256, 788)","(256,)","(256,)",[788 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[1]/ModuleList[blocks]/SwinLayer[0]/SwinOutput[output]/NNCFLinear[dense]/linear_0
18,6,MHSA,nncf_module.swin.encoder.layers.1.blocks.1.attention.self.query,"(256, 256)","(128, 256)","(256,)","(128,)","[0, 1, 5, 6]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[1]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
19,6,MHSA,nncf_module.swin.encoder.layers.1.blocks.1.attention.self.key,"(256, 256)","(128, 256)","(256,)","(128,)","[0, 1, 5, 6]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[1]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
20,6,MHSA,nncf_module.swin.encoder.layers.1.blocks.1.attention.self.value,"(256, 256)","(128, 256)","(256,)","(128,)","[0, 1, 5, 6]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[1]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
21,6,MHSA,nncf_module.swin.encoder.layers.1.blocks.1.attention.output.dense,"(256, 256)","(256, 128)","(256,)","(256,)","[0, 1, 5, 6]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[1]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
22,7,FF,nncf_module.swin.encoder.layers.1.blocks.1.intermediate.dense,"(1024, 256)","(803, 256)","(1024,)","(803,)",[803 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[1]/ModuleList[blocks]/SwinLayer[1]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
23,7,FF,nncf_module.swin.encoder.layers.1.blocks.1.output.dense,"(256, 1024)","(256, 803)","(256,)","(256,)",[803 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[1]/ModuleList[blocks]/SwinLayer[1]/SwinOutput[output]/NNCFLinear[dense]/linear_0
24,8,MHSA,nncf_module.swin.encoder.layers.2.blocks.0.attention.self.query,"(512, 512)","(160, 512)","(512,)","(160,)","[3, 5, 8, 9, 10]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
25,8,MHSA,nncf_module.swin.encoder.layers.2.blocks.0.attention.self.key,"(512, 512)","(160, 512)","(512,)","(160,)","[3, 5, 8, 9, 10]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
26,8,MHSA,nncf_module.swin.encoder.layers.2.blocks.0.attention.self.value,"(512, 512)","(160, 512)","(512,)","(160,)","[3, 5, 8, 9, 10]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
27,8,MHSA,nncf_module.swin.encoder.layers.2.blocks.0.attention.output.dense,"(512, 512)","(512, 160)","(512,)","(512,)","[3, 5, 8, 9, 10]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
28,9,FF,nncf_module.swin.encoder.layers.2.blocks.0.intermediate.dense,"(2048, 512)","(1164, 512)","(2048,)","(1164,)",[1164 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[0]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
29,9,FF,nncf_module.swin.encoder.layers.2.blocks.0.output.dense,"(512, 2048)","(512, 1164)","(512,)","(512,)",[1164 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[0]/SwinOutput[output]/NNCFLinear[dense]/linear_0
30,10,MHSA,nncf_module.swin.encoder.layers.2.blocks.1.attention.self.query,"(512, 512)","(288, 512)","(512,)","(288,)","[1, 3, 6, 7, 9, 10, 11, 12, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
31,10,MHSA,nncf_module.swin.encoder.layers.2.blocks.1.attention.self.key,"(512, 512)","(288, 512)","(512,)","(288,)","[1, 3, 6, 7, 9, 10, 11, 12, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
32,10,MHSA,nncf_module.swin.encoder.layers.2.blocks.1.attention.self.value,"(512, 512)","(288, 512)","(512,)","(288,)","[1, 3, 6, 7, 9, 10, 11, 12, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
33,10,MHSA,nncf_module.swin.encoder.layers.2.blocks.1.attention.output.dense,"(512, 512)","(512, 288)","(512,)","(512,)","[1, 3, 6, 7, 9, 10, 11, 12, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
34,11,FF,nncf_module.swin.encoder.layers.2.blocks.1.intermediate.dense,"(2048, 512)","(1252, 512)","(2048,)","(1252,)",[1252 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[1]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
35,11,FF,nncf_module.swin.encoder.layers.2.blocks.1.output.dense,"(512, 2048)","(512, 1252)","(512,)","(512,)",[1252 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[1]/SwinOutput[output]/NNCFLinear[dense]/linear_0
36,12,MHSA,nncf_module.swin.encoder.layers.2.blocks.2.attention.self.query,"(512, 512)","(256, 512)","(512,)","(256,)","[0, 1, 4, 5, 6, 7, 9, 12]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[2]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
37,12,MHSA,nncf_module.swin.encoder.layers.2.blocks.2.attention.self.key,"(512, 512)","(256, 512)","(512,)","(256,)","[0, 1, 4, 5, 6, 7, 9, 12]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[2]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
38,12,MHSA,nncf_module.swin.encoder.layers.2.blocks.2.attention.self.value,"(512, 512)","(256, 512)","(512,)","(256,)","[0, 1, 4, 5, 6, 7, 9, 12]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[2]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
39,12,MHSA,nncf_module.swin.encoder.layers.2.blocks.2.attention.output.dense,"(512, 512)","(512, 256)","(512,)","(512,)","[0, 1, 4, 5, 6, 7, 9, 12]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[2]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
40,13,FF,nncf_module.swin.encoder.layers.2.blocks.2.intermediate.dense,"(2048, 512)","(1255, 512)","(2048,)","(1255,)",[1255 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[2]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
41,13,FF,nncf_module.swin.encoder.layers.2.blocks.2.output.dense,"(512, 2048)","(512, 1255)","(512,)","(512,)",[1255 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[2]/SwinOutput[output]/NNCFLinear[dense]/linear_0
42,14,MHSA,nncf_module.swin.encoder.layers.2.blocks.3.attention.self.query,"(512, 512)","(128, 512)","(512,)","(128,)","[6, 7, 9, 11]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[3]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
43,14,MHSA,nncf_module.swin.encoder.layers.2.blocks.3.attention.self.key,"(512, 512)","(128, 512)","(512,)","(128,)","[6, 7, 9, 11]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[3]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
44,14,MHSA,nncf_module.swin.encoder.layers.2.blocks.3.attention.self.value,"(512, 512)","(128, 512)","(512,)","(128,)","[6, 7, 9, 11]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[3]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
45,14,MHSA,nncf_module.swin.encoder.layers.2.blocks.3.attention.output.dense,"(512, 512)","(512, 128)","(512,)","(512,)","[6, 7, 9, 11]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[3]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
46,15,FF,nncf_module.swin.encoder.layers.2.blocks.3.intermediate.dense,"(2048, 512)","(1153, 512)","(2048,)","(1153,)",[1153 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[3]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
47,15,FF,nncf_module.swin.encoder.layers.2.blocks.3.output.dense,"(512, 2048)","(512, 1153)","(512,)","(512,)",[1153 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[3]/SwinOutput[output]/NNCFLinear[dense]/linear_0
48,16,MHSA,nncf_module.swin.encoder.layers.2.blocks.4.attention.self.query,"(512, 512)","(256, 512)","(512,)","(256,)","[1, 2, 5, 6, 7, 10, 11, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[4]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
49,16,MHSA,nncf_module.swin.encoder.layers.2.blocks.4.attention.self.key,"(512, 512)","(256, 512)","(512,)","(256,)","[1, 2, 5, 6, 7, 10, 11, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[4]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
50,16,MHSA,nncf_module.swin.encoder.layers.2.blocks.4.attention.self.value,"(512, 512)","(256, 512)","(512,)","(256,)","[1, 2, 5, 6, 7, 10, 11, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[4]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
51,16,MHSA,nncf_module.swin.encoder.layers.2.blocks.4.attention.output.dense,"(512, 512)","(512, 256)","(512,)","(512,)","[1, 2, 5, 6, 7, 10, 11, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[4]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
52,17,FF,nncf_module.swin.encoder.layers.2.blocks.4.intermediate.dense,"(2048, 512)","(1156, 512)","(2048,)","(1156,)",[1156 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[4]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
53,17,FF,nncf_module.swin.encoder.layers.2.blocks.4.output.dense,"(512, 2048)","(512, 1156)","(512,)","(512,)",[1156 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[4]/SwinOutput[output]/NNCFLinear[dense]/linear_0
54,18,MHSA,nncf_module.swin.encoder.layers.2.blocks.5.attention.self.query,"(512, 512)","(32, 512)","(512,)","(32,)",[5],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[5]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
55,18,MHSA,nncf_module.swin.encoder.layers.2.blocks.5.attention.self.key,"(512, 512)","(32, 512)","(512,)","(32,)",[5],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[5]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
56,18,MHSA,nncf_module.swin.encoder.layers.2.blocks.5.attention.self.value,"(512, 512)","(32, 512)","(512,)","(32,)",[5],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[5]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
57,18,MHSA,nncf_module.swin.encoder.layers.2.blocks.5.attention.output.dense,"(512, 512)","(512, 32)","(512,)","(512,)",[5],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[5]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
58,19,FF,nncf_module.swin.encoder.layers.2.blocks.5.intermediate.dense,"(2048, 512)","(1219, 512)","(2048,)","(1219,)",[1219 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[5]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
59,19,FF,nncf_module.swin.encoder.layers.2.blocks.5.output.dense,"(512, 2048)","(512, 1219)","(512,)","(512,)",[1219 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[5]/SwinOutput[output]/NNCFLinear[dense]/linear_0
60,20,MHSA,nncf_module.swin.encoder.layers.2.blocks.6.attention.self.query,"(512, 512)","(256, 512)","(512,)","(256,)","[2, 3, 4, 6, 7, 8, 12, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[6]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
61,20,MHSA,nncf_module.swin.encoder.layers.2.blocks.6.attention.self.key,"(512, 512)","(256, 512)","(512,)","(256,)","[2, 3, 4, 6, 7, 8, 12, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[6]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
62,20,MHSA,nncf_module.swin.encoder.layers.2.blocks.6.attention.self.value,"(512, 512)","(256, 512)","(512,)","(256,)","[2, 3, 4, 6, 7, 8, 12, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[6]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
63,20,MHSA,nncf_module.swin.encoder.layers.2.blocks.6.attention.output.dense,"(512, 512)","(512, 256)","(512,)","(512,)","[2, 3, 4, 6, 7, 8, 12, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[6]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
64,21,FF,nncf_module.swin.encoder.layers.2.blocks.6.intermediate.dense,"(2048, 512)","(1221, 512)","(2048,)","(1221,)",[1221 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[6]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
65,21,FF,nncf_module.swin.encoder.layers.2.blocks.6.output.dense,"(512, 2048)","(512, 1221)","(512,)","(512,)",[1221 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[6]/SwinOutput[output]/NNCFLinear[dense]/linear_0
66,22,MHSA,nncf_module.swin.encoder.layers.2.blocks.7.attention.self.query,"(512, 512)","(192, 512)","(512,)","(192,)","[0, 1, 9, 10, 14, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[7]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
67,22,MHSA,nncf_module.swin.encoder.layers.2.blocks.7.attention.self.key,"(512, 512)","(192, 512)","(512,)","(192,)","[0, 1, 9, 10, 14, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[7]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
68,22,MHSA,nncf_module.swin.encoder.layers.2.blocks.7.attention.self.value,"(512, 512)","(192, 512)","(512,)","(192,)","[0, 1, 9, 10, 14, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[7]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
69,22,MHSA,nncf_module.swin.encoder.layers.2.blocks.7.attention.output.dense,"(512, 512)","(512, 192)","(512,)","(512,)","[0, 1, 9, 10, 14, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[7]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
70,23,FF,nncf_module.swin.encoder.layers.2.blocks.7.intermediate.dense,"(2048, 512)","(1229, 512)","(2048,)","(1229,)",[1229 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[7]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
71,23,FF,nncf_module.swin.encoder.layers.2.blocks.7.output.dense,"(512, 2048)","(512, 1229)","(512,)","(512,)",[1229 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[7]/SwinOutput[output]/NNCFLinear[dense]/linear_0
72,24,MHSA,nncf_module.swin.encoder.layers.2.blocks.8.attention.self.query,"(512, 512)","(288, 512)","(512,)","(288,)","[0, 3, 4, 5, 8, 10, 12, 13, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[8]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
73,24,MHSA,nncf_module.swin.encoder.layers.2.blocks.8.attention.self.key,"(512, 512)","(288, 512)","(512,)","(288,)","[0, 3, 4, 5, 8, 10, 12, 13, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[8]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
74,24,MHSA,nncf_module.swin.encoder.layers.2.blocks.8.attention.self.value,"(512, 512)","(288, 512)","(512,)","(288,)","[0, 3, 4, 5, 8, 10, 12, 13, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[8]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
75,24,MHSA,nncf_module.swin.encoder.layers.2.blocks.8.attention.output.dense,"(512, 512)","(512, 288)","(512,)","(512,)","[0, 3, 4, 5, 8, 10, 12, 13, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[8]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
76,25,FF,nncf_module.swin.encoder.layers.2.blocks.8.intermediate.dense,"(2048, 512)","(1252, 512)","(2048,)","(1252,)",[1252 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[8]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
77,25,FF,nncf_module.swin.encoder.layers.2.blocks.8.output.dense,"(512, 2048)","(512, 1252)","(512,)","(512,)",[1252 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[8]/SwinOutput[output]/NNCFLinear[dense]/linear_0
78,26,MHSA,nncf_module.swin.encoder.layers.2.blocks.9.attention.self.query,"(512, 512)","(160, 512)","(512,)","(160,)","[0, 3, 5, 8, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[9]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
79,26,MHSA,nncf_module.swin.encoder.layers.2.blocks.9.attention.self.key,"(512, 512)","(160, 512)","(512,)","(160,)","[0, 3, 5, 8, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[9]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
80,26,MHSA,nncf_module.swin.encoder.layers.2.blocks.9.attention.self.value,"(512, 512)","(160, 512)","(512,)","(160,)","[0, 3, 5, 8, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[9]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
81,26,MHSA,nncf_module.swin.encoder.layers.2.blocks.9.attention.output.dense,"(512, 512)","(512, 160)","(512,)","(512,)","[0, 3, 5, 8, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[9]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
82,27,FF,nncf_module.swin.encoder.layers.2.blocks.9.intermediate.dense,"(2048, 512)","(1257, 512)","(2048,)","(1257,)",[1257 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[9]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
83,27,FF,nncf_module.swin.encoder.layers.2.blocks.9.output.dense,"(512, 2048)","(512, 1257)","(512,)","(512,)",[1257 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[9]/SwinOutput[output]/NNCFLinear[dense]/linear_0
84,28,MHSA,nncf_module.swin.encoder.layers.2.blocks.10.attention.self.query,"(512, 512)","(192, 512)","(512,)","(192,)","[0, 1, 5, 7, 9, 14]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[10]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
85,28,MHSA,nncf_module.swin.encoder.layers.2.blocks.10.attention.self.key,"(512, 512)","(192, 512)","(512,)","(192,)","[0, 1, 5, 7, 9, 14]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[10]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
86,28,MHSA,nncf_module.swin.encoder.layers.2.blocks.10.attention.self.value,"(512, 512)","(192, 512)","(512,)","(192,)","[0, 1, 5, 7, 9, 14]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[10]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
87,28,MHSA,nncf_module.swin.encoder.layers.2.blocks.10.attention.output.dense,"(512, 512)","(512, 192)","(512,)","(512,)","[0, 1, 5, 7, 9, 14]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[10]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
88,29,FF,nncf_module.swin.encoder.layers.2.blocks.10.intermediate.dense,"(2048, 512)","(1239, 512)","(2048,)","(1239,)",[1239 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[10]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
89,29,FF,nncf_module.swin.encoder.layers.2.blocks.10.output.dense,"(512, 2048)","(512, 1239)","(512,)","(512,)",[1239 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[10]/SwinOutput[output]/NNCFLinear[dense]/linear_0
90,30,MHSA,nncf_module.swin.encoder.layers.2.blocks.11.attention.self.query,"(512, 512)","(256, 512)","(512,)","(256,)","[0, 1, 3, 6, 7, 9, 12, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[11]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
91,30,MHSA,nncf_module.swin.encoder.layers.2.blocks.11.attention.self.key,"(512, 512)","(256, 512)","(512,)","(256,)","[0, 1, 3, 6, 7, 9, 12, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[11]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
92,30,MHSA,nncf_module.swin.encoder.layers.2.blocks.11.attention.self.value,"(512, 512)","(256, 512)","(512,)","(256,)","[0, 1, 3, 6, 7, 9, 12, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[11]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
93,30,MHSA,nncf_module.swin.encoder.layers.2.blocks.11.attention.output.dense,"(512, 512)","(512, 256)","(512,)","(512,)","[0, 1, 3, 6, 7, 9, 12, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[11]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
94,31,FF,nncf_module.swin.encoder.layers.2.blocks.11.intermediate.dense,"(2048, 512)","(1213, 512)","(2048,)","(1213,)",[1213 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[11]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
95,31,FF,nncf_module.swin.encoder.layers.2.blocks.11.output.dense,"(512, 2048)","(512, 1213)","(512,)","(512,)",[1213 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[11]/SwinOutput[output]/NNCFLinear[dense]/linear_0
96,32,MHSA,nncf_module.swin.encoder.layers.2.blocks.12.attention.self.query,"(512, 512)","(352, 512)","(512,)","(352,)","[1, 2, 4, 5, 6, 7, 9, 10, 12, 13, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[12]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
97,32,MHSA,nncf_module.swin.encoder.layers.2.blocks.12.attention.self.key,"(512, 512)","(352, 512)","(512,)","(352,)","[1, 2, 4, 5, 6, 7, 9, 10, 12, 13, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[12]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
98,32,MHSA,nncf_module.swin.encoder.layers.2.blocks.12.attention.self.value,"(512, 512)","(352, 512)","(512,)","(352,)","[1, 2, 4, 5, 6, 7, 9, 10, 12, 13, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[12]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
99,32,MHSA,nncf_module.swin.encoder.layers.2.blocks.12.attention.output.dense,"(512, 512)","(512, 352)","(512,)","(512,)","[1, 2, 4, 5, 6, 7, 9, 10, 12, 13, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[12]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
100,33,FF,nncf_module.swin.encoder.layers.2.blocks.12.intermediate.dense,"(2048, 512)","(1203, 512)","(2048,)","(1203,)",[1203 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[12]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
101,33,FF,nncf_module.swin.encoder.layers.2.blocks.12.output.dense,"(512, 2048)","(512, 1203)","(512,)","(512,)",[1203 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[12]/SwinOutput[output]/NNCFLinear[dense]/linear_0
102,34,MHSA,nncf_module.swin.encoder.layers.2.blocks.13.attention.self.query,"(512, 512)","(96, 512)","(512,)","(96,)","[2, 4, 8]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[13]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
103,34,MHSA,nncf_module.swin.encoder.layers.2.blocks.13.attention.self.key,"(512, 512)","(96, 512)","(512,)","(96,)","[2, 4, 8]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[13]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
104,34,MHSA,nncf_module.swin.encoder.layers.2.blocks.13.attention.self.value,"(512, 512)","(96, 512)","(512,)","(96,)","[2, 4, 8]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[13]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
105,34,MHSA,nncf_module.swin.encoder.layers.2.blocks.13.attention.output.dense,"(512, 512)","(512, 96)","(512,)","(512,)","[2, 4, 8]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[13]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
106,35,FF,nncf_module.swin.encoder.layers.2.blocks.13.intermediate.dense,"(2048, 512)","(1186, 512)","(2048,)","(1186,)",[1186 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[13]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
107,35,FF,nncf_module.swin.encoder.layers.2.blocks.13.output.dense,"(512, 2048)","(512, 1186)","(512,)","(512,)",[1186 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[13]/SwinOutput[output]/NNCFLinear[dense]/linear_0
108,36,MHSA,nncf_module.swin.encoder.layers.2.blocks.14.attention.self.query,"(512, 512)","(224, 512)","(512,)","(224,)","[0, 3, 4, 5, 10, 14, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[14]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
109,36,MHSA,nncf_module.swin.encoder.layers.2.blocks.14.attention.self.key,"(512, 512)","(224, 512)","(512,)","(224,)","[0, 3, 4, 5, 10, 14, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[14]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
110,36,MHSA,nncf_module.swin.encoder.layers.2.blocks.14.attention.self.value,"(512, 512)","(224, 512)","(512,)","(224,)","[0, 3, 4, 5, 10, 14, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[14]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
111,36,MHSA,nncf_module.swin.encoder.layers.2.blocks.14.attention.output.dense,"(512, 512)","(512, 224)","(512,)","(512,)","[0, 3, 4, 5, 10, 14, 15]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[14]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
112,37,FF,nncf_module.swin.encoder.layers.2.blocks.14.intermediate.dense,"(2048, 512)","(1008, 512)","(2048,)","(1008,)",[1008 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[14]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
113,37,FF,nncf_module.swin.encoder.layers.2.blocks.14.output.dense,"(512, 2048)","(512, 1008)","(512,)","(512,)",[1008 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[14]/SwinOutput[output]/NNCFLinear[dense]/linear_0
114,38,MHSA,nncf_module.swin.encoder.layers.2.blocks.15.attention.self.query,"(512, 512)","(224, 512)","(512,)","(224,)","[2, 4, 5, 6, 9, 10, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[15]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
115,38,MHSA,nncf_module.swin.encoder.layers.2.blocks.15.attention.self.key,"(512, 512)","(224, 512)","(512,)","(224,)","[2, 4, 5, 6, 9, 10, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[15]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
116,38,MHSA,nncf_module.swin.encoder.layers.2.blocks.15.attention.self.value,"(512, 512)","(224, 512)","(512,)","(224,)","[2, 4, 5, 6, 9, 10, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[15]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
117,38,MHSA,nncf_module.swin.encoder.layers.2.blocks.15.attention.output.dense,"(512, 512)","(512, 224)","(512,)","(512,)","[2, 4, 5, 6, 9, 10, 13]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[15]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
118,39,FF,nncf_module.swin.encoder.layers.2.blocks.15.intermediate.dense,"(2048, 512)","(897, 512)","(2048,)","(897,)",[897 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[15]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
119,39,FF,nncf_module.swin.encoder.layers.2.blocks.15.output.dense,"(512, 2048)","(512, 897)","(512,)","(512,)",[897 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[15]/SwinOutput[output]/NNCFLinear[dense]/linear_0
120,40,MHSA,nncf_module.swin.encoder.layers.2.blocks.16.attention.self.query,"(512, 512)","(352, 512)","(512,)","(352,)","[0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 14]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[16]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
121,40,MHSA,nncf_module.swin.encoder.layers.2.blocks.16.attention.self.key,"(512, 512)","(352, 512)","(512,)","(352,)","[0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 14]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[16]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
122,40,MHSA,nncf_module.swin.encoder.layers.2.blocks.16.attention.self.value,"(512, 512)","(352, 512)","(512,)","(352,)","[0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 14]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[16]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
123,40,MHSA,nncf_module.swin.encoder.layers.2.blocks.16.attention.output.dense,"(512, 512)","(512, 352)","(512,)","(512,)","[0, 1, 2, 3, 5, 6, 7, 8, 9, 10, 14]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[16]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
124,41,FF,nncf_module.swin.encoder.layers.2.blocks.16.intermediate.dense,"(2048, 512)","(799, 512)","(2048,)","(799,)",[799 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[16]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
125,41,FF,nncf_module.swin.encoder.layers.2.blocks.16.output.dense,"(512, 2048)","(512, 799)","(512,)","(512,)",[799 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[16]/SwinOutput[output]/NNCFLinear[dense]/linear_0
126,42,MHSA,nncf_module.swin.encoder.layers.2.blocks.17.attention.self.query,"(512, 512)","(160, 512)","(512,)","(160,)","[3, 4, 5, 9, 12]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[17]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
127,42,MHSA,nncf_module.swin.encoder.layers.2.blocks.17.attention.self.key,"(512, 512)","(160, 512)","(512,)","(160,)","[3, 4, 5, 9, 12]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[17]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
128,42,MHSA,nncf_module.swin.encoder.layers.2.blocks.17.attention.self.value,"(512, 512)","(160, 512)","(512,)","(160,)","[3, 4, 5, 9, 12]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[17]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
129,42,MHSA,nncf_module.swin.encoder.layers.2.blocks.17.attention.output.dense,"(512, 512)","(512, 160)","(512,)","(512,)","[3, 4, 5, 9, 12]",SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[17]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
130,43,FF,nncf_module.swin.encoder.layers.2.blocks.17.intermediate.dense,"(2048, 512)","(872, 512)","(2048,)","(872,)",[872 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[17]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
131,43,FF,nncf_module.swin.encoder.layers.2.blocks.17.output.dense,"(512, 2048)","(512, 872)","(512,)","(512,)",[872 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[2]/ModuleList[blocks]/SwinLayer[17]/SwinOutput[output]/NNCFLinear[dense]/linear_0
132,44,MHSA,nncf_module.swin.encoder.layers.3.blocks.0.attention.self.query,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",[32 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[3]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
133,44,MHSA,nncf_module.swin.encoder.layers.3.blocks.0.attention.self.key,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",[32 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[3]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
134,44,MHSA,nncf_module.swin.encoder.layers.3.blocks.0.attention.self.value,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",[32 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[3]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
135,44,MHSA,nncf_module.swin.encoder.layers.3.blocks.0.attention.output.dense,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",[32 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[3]/ModuleList[blocks]/SwinLayer[0]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
136,45,FF,nncf_module.swin.encoder.layers.3.blocks.0.intermediate.dense,"(4096, 1024)","(1765, 1024)","(4096,)","(1765,)",[1765 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[3]/ModuleList[blocks]/SwinLayer[0]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
137,45,FF,nncf_module.swin.encoder.layers.3.blocks.0.output.dense,"(1024, 4096)","(1024, 1765)","(1024,)","(1024,)",[1765 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[3]/ModuleList[blocks]/SwinLayer[0]/SwinOutput[output]/NNCFLinear[dense]/linear_0
138,46,MHSA,nncf_module.swin.encoder.layers.3.blocks.1.attention.self.query,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",[32 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[3]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[query]/linear_0
139,46,MHSA,nncf_module.swin.encoder.layers.3.blocks.1.attention.self.key,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",[32 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[3]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[key]/linear_0
140,46,MHSA,nncf_module.swin.encoder.layers.3.blocks.1.attention.self.value,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",[32 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[3]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfAttention[self]/NNCFLinear[value]/linear_0
141,46,MHSA,nncf_module.swin.encoder.layers.3.blocks.1.attention.output.dense,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",[32 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[3]/ModuleList[blocks]/SwinLayer[1]/SwinAttention[attention]/SwinSelfOutput[output]/NNCFLinear[dense]/linear_0
142,47,FF,nncf_module.swin.encoder.layers.3.blocks.1.intermediate.dense,"(4096, 1024)","(2057, 1024)","(4096,)","(2057,)",[2057 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[3]/ModuleList[blocks]/SwinLayer[1]/SwinIntermediate[intermediate]/NNCFLinear[dense]/linear_0
143,47,FF,nncf_module.swin.encoder.layers.3.blocks.1.output.dense,"(1024, 4096)","(1024, 2057)","(1024,)","(1024,)",[2057 items],SwinForImageClassification/SwinModel[swin]/SwinEncoder[encoder]/ModuleList[layers]/SwinStage[3]/ModuleList[blocks]/SwinLayer[1]/SwinOutput[output]/NNCFLinear[dense]/linear_0