File size: 43,034 Bytes
b7dc53b
 
 
68c7f51
b7dc53b
 
68c7f51
b7dc53b
 
68c7f51
 
b7dc53b
68c7f51
b7dc53b
 
 
68c7f51
b7dc53b
 
 
 
68c7f51
 
b7dc53b
 
 
 
 
68c7f51
b7dc53b
 
 
68c7f51
b7dc53b
 
 
68c7f51
b7dc53b
68c7f51
b7dc53b
68c7f51
b7dc53b
68c7f51
b7dc53b
 
68c7f51
 
b7dc53b
68c7f51
b7dc53b
68c7f51
b7dc53b
 
 
68c7f51
 
b7dc53b
 
68c7f51
b7dc53b
 
 
 
68c7f51
 
b7dc53b
 
 
 
 
68c7f51
b7dc53b
68c7f51
 
b7dc53b
 
68c7f51
b7dc53b
68c7f51
b7dc53b
68c7f51
b7dc53b
68c7f51
b7dc53b
68c7f51
b7dc53b
 
68c7f51
 
b7dc53b
 
68c7f51
b7dc53b
 
 
 
68c7f51
 
b7dc53b
68c7f51
b7dc53b
 
68c7f51
b7dc53b
68c7f51
b7dc53b
68c7f51
b7dc53b
68c7f51
 
b7dc53b
 
 
 
 
 
 
 
68c7f51
b7dc53b
68c7f51
b7dc53b
 
 
 
 
 
 
68c7f51
b7dc53b
68c7f51
b7dc53b
68c7f51
b7dc53b
 
68c7f51
 
b7dc53b
 
 
68c7f51
b7dc53b
68c7f51
b7dc53b
68c7f51
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
pt_module_name,block_id,orig_w_shape,final_w_shape,orig_b_shape,final_b_shape,prune_by,id_to_keep,head_id_to_keep,nncf_graph_node
nncf_module.bert.encoder.layer.0.attention.self.key,0,"(1024, 1024)","(448, 1024)","(1024,)","(448,)",group of 64 rows,See pkl,"[1, 2, 6, 7, 10, 13, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[0]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.0.attention.self.value,0,"(1024, 1024)","(448, 1024)","(1024,)","(448,)",group of 64 rows,See pkl,"[1, 2, 6, 7, 10, 13, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[0]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.0.attention.self.query,0,"(1024, 1024)","(448, 1024)","(1024,)","(448,)",group of 64 rows,See pkl,"[1, 2, 6, 7, 10, 13, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[0]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.0.attention.output.dense,0,"(1024, 1024)","(1024, 448)","(1024,)","(1024,)",group of 64 cols,See pkl,"[1, 2, 6, 7, 10, 13, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[0]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.0.intermediate.dense,1,"(4096, 1024)","(915, 1024)","(4096,)","(915,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[0]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.0.output.dense,1,"(1024, 4096)","(1024, 915)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[0]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.1.attention.self.query,2,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[8],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[1]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.1.attention.self.value,2,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[8],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[1]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.1.attention.self.key,2,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[8],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[1]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.1.attention.output.dense,2,"(1024, 1024)","(1024, 64)","(1024,)","(1024,)",group of 64 cols,See pkl,[8],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[1]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.1.output.dense,3,"(1024, 4096)","(1024, 829)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[1]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.1.intermediate.dense,3,"(4096, 1024)","(829, 1024)","(4096,)","(829,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[1]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.2.attention.output.dense,4,"(1024, 1024)","(1024, 128)","(1024,)","(1024,)",group of 64 cols,See pkl,"[3, 5]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[2]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.2.attention.self.value,4,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[3, 5]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[2]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.2.attention.self.key,4,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[3, 5]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[2]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.2.attention.self.query,4,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[3, 5]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[2]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.2.output.dense,5,"(1024, 4096)","(1024, 1181)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[2]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.2.intermediate.dense,5,"(4096, 1024)","(1181, 1024)","(4096,)","(1181,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[2]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.3.attention.self.value,6,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[4, 12]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[3]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.3.attention.self.key,6,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[4, 12]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[3]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.3.attention.self.query,6,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[4, 12]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[3]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.3.attention.output.dense,6,"(1024, 1024)","(1024, 128)","(1024,)","(1024,)",group of 64 cols,See pkl,"[4, 12]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[3]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.3.output.dense,7,"(1024, 4096)","(1024, 1526)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[3]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.3.intermediate.dense,7,"(4096, 1024)","(1526, 1024)","(4096,)","(1526,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[3]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.4.attention.self.key,8,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[15],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[4]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.4.attention.self.value,8,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[15],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[4]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.4.attention.self.query,8,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[15],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[4]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.4.attention.output.dense,8,"(1024, 1024)","(1024, 64)","(1024,)","(1024,)",group of 64 cols,See pkl,[15],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[4]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.4.output.dense,9,"(1024, 4096)","(1024, 1749)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[4]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.4.intermediate.dense,9,"(4096, 1024)","(1749, 1024)","(4096,)","(1749,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[4]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.5.attention.self.query,10,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",group of 64 rows,See pkl,"[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[5]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.5.attention.output.dense,10,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",group of 64 cols,See pkl,"[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[5]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.5.attention.self.value,10,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",group of 64 rows,See pkl,"[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[5]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.5.attention.self.key,10,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",group of 64 rows,See pkl,"[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[5]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.5.output.dense,11,"(1024, 4096)","(1024, 2107)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[5]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.5.intermediate.dense,11,"(4096, 1024)","(2107, 1024)","(4096,)","(2107,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[5]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.6.attention.self.query,12,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",group of 64 rows,See pkl,"[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[6]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.6.attention.self.key,12,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",group of 64 rows,See pkl,"[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[6]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.6.attention.self.value,12,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",group of 64 rows,See pkl,"[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[6]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.6.attention.output.dense,12,"(1024, 1024)","(1024, 1024)","(1024,)","(1024,)",group of 64 cols,See pkl,"[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[6]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.6.output.dense,13,"(1024, 4096)","(1024, 2368)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[6]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.6.intermediate.dense,13,"(4096, 1024)","(2368, 1024)","(4096,)","(2368,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[6]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.7.attention.self.query,14,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[1, 6]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[7]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.7.attention.self.key,14,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[1, 6]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[7]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.7.attention.output.dense,14,"(1024, 1024)","(1024, 128)","(1024,)","(1024,)",group of 64 cols,See pkl,"[1, 6]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[7]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.7.attention.self.value,14,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[1, 6]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[7]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.7.intermediate.dense,15,"(4096, 1024)","(2395, 1024)","(4096,)","(2395,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[7]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.7.output.dense,15,"(1024, 4096)","(1024, 2395)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[7]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.8.attention.self.value,16,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[1, 6]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[8]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.8.attention.output.dense,16,"(1024, 1024)","(1024, 128)","(1024,)","(1024,)",group of 64 cols,See pkl,"[1, 6]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[8]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.8.attention.self.query,16,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[1, 6]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[8]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.8.attention.self.key,16,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[1, 6]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[8]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.8.intermediate.dense,17,"(4096, 1024)","(2352, 1024)","(4096,)","(2352,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[8]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.8.output.dense,17,"(1024, 4096)","(1024, 2352)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[8]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.9.attention.self.query,18,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[12],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[9]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.9.attention.self.key,18,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[12],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[9]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.9.attention.output.dense,18,"(1024, 1024)","(1024, 64)","(1024,)","(1024,)",group of 64 cols,See pkl,[12],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[9]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.9.attention.self.value,18,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[12],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[9]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.9.output.dense,19,"(1024, 4096)","(1024, 2345)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[9]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.9.intermediate.dense,19,"(4096, 1024)","(2345, 1024)","(4096,)","(2345,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[9]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.10.attention.self.query,20,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[0],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[10]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.10.attention.self.key,20,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[0],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[10]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.10.attention.output.dense,20,"(1024, 1024)","(1024, 64)","(1024,)","(1024,)",group of 64 cols,See pkl,[0],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[10]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.10.attention.self.value,20,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[0],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[10]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.10.intermediate.dense,21,"(4096, 1024)","(2261, 1024)","(4096,)","(2261,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[10]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.10.output.dense,21,"(1024, 4096)","(1024, 2261)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[10]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.11.attention.output.dense,22,"(1024, 1024)","(1024, 256)","(1024,)","(1024,)",group of 64 cols,See pkl,"[1, 4, 9, 13]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[11]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.11.attention.self.key,22,"(1024, 1024)","(256, 1024)","(1024,)","(256,)",group of 64 rows,See pkl,"[1, 4, 9, 13]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[11]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.11.attention.self.value,22,"(1024, 1024)","(256, 1024)","(1024,)","(256,)",group of 64 rows,See pkl,"[1, 4, 9, 13]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[11]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.11.attention.self.query,22,"(1024, 1024)","(256, 1024)","(1024,)","(256,)",group of 64 rows,See pkl,"[1, 4, 9, 13]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[11]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.11.intermediate.dense,23,"(4096, 1024)","(1950, 1024)","(4096,)","(1950,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[11]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.11.output.dense,23,"(1024, 4096)","(1024, 1950)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[11]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.12.attention.self.query,24,"(1024, 1024)","(320, 1024)","(1024,)","(320,)",group of 64 rows,See pkl,"[4, 5, 7, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[12]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.12.attention.self.value,24,"(1024, 1024)","(320, 1024)","(1024,)","(320,)",group of 64 rows,See pkl,"[4, 5, 7, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[12]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.12.attention.self.key,24,"(1024, 1024)","(320, 1024)","(1024,)","(320,)",group of 64 rows,See pkl,"[4, 5, 7, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[12]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.12.attention.output.dense,24,"(1024, 1024)","(1024, 320)","(1024,)","(1024,)",group of 64 cols,See pkl,"[4, 5, 7, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[12]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.12.intermediate.dense,25,"(4096, 1024)","(1818, 1024)","(4096,)","(1818,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[12]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.12.output.dense,25,"(1024, 4096)","(1024, 1818)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[12]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.13.attention.self.query,26,"(1024, 1024)","(256, 1024)","(1024,)","(256,)",group of 64 rows,See pkl,"[4, 7, 13, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[13]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.13.attention.output.dense,26,"(1024, 1024)","(1024, 256)","(1024,)","(1024,)",group of 64 cols,See pkl,"[4, 7, 13, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[13]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.13.attention.self.key,26,"(1024, 1024)","(256, 1024)","(1024,)","(256,)",group of 64 rows,See pkl,"[4, 7, 13, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[13]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.13.attention.self.value,26,"(1024, 1024)","(256, 1024)","(1024,)","(256,)",group of 64 rows,See pkl,"[4, 7, 13, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[13]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.13.output.dense,27,"(1024, 4096)","(1024, 1585)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[13]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.13.intermediate.dense,27,"(4096, 1024)","(1585, 1024)","(4096,)","(1585,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[13]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.14.attention.output.dense,28,"(1024, 1024)","(1024, 320)","(1024,)","(1024,)",group of 64 cols,See pkl,"[2, 3, 4, 7, 8]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[14]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.14.attention.self.value,28,"(1024, 1024)","(320, 1024)","(1024,)","(320,)",group of 64 rows,See pkl,"[2, 3, 4, 7, 8]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[14]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.14.attention.self.key,28,"(1024, 1024)","(320, 1024)","(1024,)","(320,)",group of 64 rows,See pkl,"[2, 3, 4, 7, 8]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[14]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.14.attention.self.query,28,"(1024, 1024)","(320, 1024)","(1024,)","(320,)",group of 64 rows,See pkl,"[2, 3, 4, 7, 8]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[14]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.14.intermediate.dense,29,"(4096, 1024)","(1165, 1024)","(4096,)","(1165,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[14]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.14.output.dense,29,"(1024, 4096)","(1024, 1165)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[14]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.15.attention.output.dense,30,"(1024, 1024)","(1024, 320)","(1024,)","(1024,)",group of 64 cols,See pkl,"[2, 7, 8, 10, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[15]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.15.attention.self.query,30,"(1024, 1024)","(320, 1024)","(1024,)","(320,)",group of 64 rows,See pkl,"[2, 7, 8, 10, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[15]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.15.attention.self.key,30,"(1024, 1024)","(320, 1024)","(1024,)","(320,)",group of 64 rows,See pkl,"[2, 7, 8, 10, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[15]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.15.attention.self.value,30,"(1024, 1024)","(320, 1024)","(1024,)","(320,)",group of 64 rows,See pkl,"[2, 7, 8, 10, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[15]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.15.output.dense,31,"(1024, 4096)","(1024, 982)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[15]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.15.intermediate.dense,31,"(4096, 1024)","(982, 1024)","(4096,)","(982,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[15]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.16.attention.self.value,32,"(1024, 1024)","(320, 1024)","(1024,)","(320,)",group of 64 rows,See pkl,"[0, 8, 10, 13, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[16]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.16.attention.self.key,32,"(1024, 1024)","(320, 1024)","(1024,)","(320,)",group of 64 rows,See pkl,"[0, 8, 10, 13, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[16]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.16.attention.self.query,32,"(1024, 1024)","(320, 1024)","(1024,)","(320,)",group of 64 rows,See pkl,"[0, 8, 10, 13, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[16]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.16.attention.output.dense,32,"(1024, 1024)","(1024, 320)","(1024,)","(1024,)",group of 64 cols,See pkl,"[0, 8, 10, 13, 14]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[16]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.16.intermediate.dense,33,"(4096, 1024)","(941, 1024)","(4096,)","(941,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[16]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.16.output.dense,33,"(1024, 4096)","(1024, 941)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[16]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.17.attention.self.key,34,"(1024, 1024)","(256, 1024)","(1024,)","(256,)",group of 64 rows,See pkl,"[3, 6, 7, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[17]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.17.attention.self.value,34,"(1024, 1024)","(256, 1024)","(1024,)","(256,)",group of 64 rows,See pkl,"[3, 6, 7, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[17]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.17.attention.output.dense,34,"(1024, 1024)","(1024, 256)","(1024,)","(1024,)",group of 64 cols,See pkl,"[3, 6, 7, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[17]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.17.attention.self.query,34,"(1024, 1024)","(256, 1024)","(1024,)","(256,)",group of 64 rows,See pkl,"[3, 6, 7, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[17]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.17.intermediate.dense,35,"(4096, 1024)","(838, 1024)","(4096,)","(838,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[17]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.17.output.dense,35,"(1024, 4096)","(1024, 838)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[17]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.18.attention.output.dense,36,"(1024, 1024)","(1024, 192)","(1024,)","(1024,)",group of 64 cols,See pkl,"[6, 8, 12]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[18]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.18.attention.self.value,36,"(1024, 1024)","(192, 1024)","(1024,)","(192,)",group of 64 rows,See pkl,"[6, 8, 12]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[18]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.18.attention.self.query,36,"(1024, 1024)","(192, 1024)","(1024,)","(192,)",group of 64 rows,See pkl,"[6, 8, 12]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[18]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.18.attention.self.key,36,"(1024, 1024)","(192, 1024)","(1024,)","(192,)",group of 64 rows,See pkl,"[6, 8, 12]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[18]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.18.output.dense,37,"(1024, 4096)","(1024, 611)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[18]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.18.intermediate.dense,37,"(4096, 1024)","(611, 1024)","(4096,)","(611,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[18]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.19.attention.output.dense,38,"(1024, 1024)","(1024, 192)","(1024,)","(1024,)",group of 64 cols,See pkl,"[7, 9, 10]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[19]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.19.attention.self.key,38,"(1024, 1024)","(192, 1024)","(1024,)","(192,)",group of 64 rows,See pkl,"[7, 9, 10]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[19]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.19.attention.self.query,38,"(1024, 1024)","(192, 1024)","(1024,)","(192,)",group of 64 rows,See pkl,"[7, 9, 10]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[19]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.19.attention.self.value,38,"(1024, 1024)","(192, 1024)","(1024,)","(192,)",group of 64 rows,See pkl,"[7, 9, 10]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[19]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.19.intermediate.dense,39,"(4096, 1024)","(371, 1024)","(4096,)","(371,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[19]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.19.output.dense,39,"(1024, 4096)","(1024, 371)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[19]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.20.attention.self.key,40,"(1024, 1024)","(256, 1024)","(1024,)","(256,)",group of 64 rows,See pkl,"[5, 6, 9, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[20]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.20.attention.self.value,40,"(1024, 1024)","(256, 1024)","(1024,)","(256,)",group of 64 rows,See pkl,"[5, 6, 9, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[20]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.20.attention.output.dense,40,"(1024, 1024)","(1024, 256)","(1024,)","(1024,)",group of 64 cols,See pkl,"[5, 6, 9, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[20]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.20.attention.self.query,40,"(1024, 1024)","(256, 1024)","(1024,)","(256,)",group of 64 rows,See pkl,"[5, 6, 9, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[20]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.20.intermediate.dense,41,"(4096, 1024)","(175, 1024)","(4096,)","(175,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[20]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.20.output.dense,41,"(1024, 4096)","(1024, 175)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[20]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.21.attention.self.value,42,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[6, 7]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[21]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.21.attention.output.dense,42,"(1024, 1024)","(1024, 128)","(1024,)","(1024,)",group of 64 cols,See pkl,"[6, 7]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[21]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.21.attention.self.key,42,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[6, 7]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[21]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.21.attention.self.query,42,"(1024, 1024)","(128, 1024)","(1024,)","(128,)",group of 64 rows,See pkl,"[6, 7]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[21]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.21.output.dense,43,"(1024, 4096)","(1024, 128)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[21]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.21.intermediate.dense,43,"(4096, 1024)","(128, 1024)","(4096,)","(128,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[21]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.22.attention.self.value,44,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[14],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[22]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.22.attention.self.query,44,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[14],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[22]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.22.attention.output.dense,44,"(1024, 1024)","(1024, 64)","(1024,)","(1024,)",group of 64 cols,See pkl,[14],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[22]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.22.attention.self.key,44,"(1024, 1024)","(64, 1024)","(1024,)","(64,)",group of 64 rows,See pkl,[14],BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[22]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.22.intermediate.dense,45,"(4096, 1024)","(100, 1024)","(4096,)","(100,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[22]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.22.output.dense,45,"(1024, 4096)","(1024, 100)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[22]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.23.attention.output.dense,46,"(1024, 1024)","(1024, 704)","(1024,)","(1024,)",group of 64 cols,See pkl,"[0, 1, 3, 5, 7, 8, 10, 11, 13, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[23]/BertAttention[attention]/BertSelfOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.23.attention.self.key,46,"(1024, 1024)","(704, 1024)","(1024,)","(704,)",group of 64 rows,See pkl,"[0, 1, 3, 5, 7, 8, 10, 11, 13, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[23]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[key]/linear_0
nncf_module.bert.encoder.layer.23.attention.self.value,46,"(1024, 1024)","(704, 1024)","(1024,)","(704,)",group of 64 rows,See pkl,"[0, 1, 3, 5, 7, 8, 10, 11, 13, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[23]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[value]/linear_0
nncf_module.bert.encoder.layer.23.attention.self.query,46,"(1024, 1024)","(704, 1024)","(1024,)","(704,)",group of 64 rows,See pkl,"[0, 1, 3, 5, 7, 8, 10, 11, 13, 14, 15]",BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[23]/BertAttention[attention]/BertSelfAttention[self]/NNCFLinear[query]/linear_0
nncf_module.bert.encoder.layer.23.output.dense,47,"(1024, 4096)","(1024, 114)","(1024,)","(1024,)",col,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[23]/BertOutput[output]/NNCFLinear[dense]/linear_0
nncf_module.bert.encoder.layer.23.intermediate.dense,47,"(4096, 1024)","(114, 1024)","(4096,)","(114,)",row,See pkl,,BertForQuestionAnswering/BertModel[bert]/BertEncoder[encoder]/ModuleList[layer]/BertLayer[23]/BertIntermediate[intermediate]/NNCFLinear[dense]/linear_0