bert-base-squadv1-block-pruning-hybrid-filled-lt-nncf-50.0sparse-qat-lt
/
XP_layer_wise_sparsity_global_rate_22.89.csv
,layer_id,layer_type,param_type,shape,nparam,nnz,sparsity | |
0,nncf_module.bert.embeddings.word_embeddings,NNCFEmbedding,weight,"[30522, 768]",23440896,23440896,0.0 | |
1,nncf_module.bert.embeddings.position_embeddings,NNCFEmbedding,weight,"[512, 768]",393216,393216,0.0 | |
2,nncf_module.bert.embeddings.token_type_embeddings,NNCFEmbedding,weight,"[2, 768]",1536,1536,0.0 | |
3,nncf_module.bert.embeddings.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
4,nncf_module.bert.embeddings.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
5,nncf_module.bert.encoder.layer.0.attention.self.query,NNCFLinear,weight,"[320, 768]",245760,106337,0.5673136115074158 | |
6,nncf_module.bert.encoder.layer.0.attention.self.query,NNCFLinear,bias,[320],320,320,0.0 | |
7,nncf_module.bert.encoder.layer.0.attention.self.key,NNCFLinear,weight,"[320, 768]",245760,112375,0.5427449345588684 | |
8,nncf_module.bert.encoder.layer.0.attention.self.key,NNCFLinear,bias,[320],320,320,0.0 | |
9,nncf_module.bert.encoder.layer.0.attention.self.value,NNCFLinear,weight,"[320, 768]",245760,131965,0.4630330204963684 | |
10,nncf_module.bert.encoder.layer.0.attention.self.value,NNCFLinear,bias,[320],320,320,0.0 | |
11,nncf_module.bert.encoder.layer.0.attention.output.dense,NNCFLinear,weight,"[768, 320]",245760,137497,0.44052326679229736 | |
12,nncf_module.bert.encoder.layer.0.attention.output.dense,NNCFLinear,bias,[768],768,768,0.0 | |
13,nncf_module.bert.encoder.layer.0.attention.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
14,nncf_module.bert.encoder.layer.0.attention.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
15,nncf_module.bert.encoder.layer.0.intermediate.dense,NNCFLinear,weight,"[185, 768]",142080,110056,0.2253941297531128 | |
16,nncf_module.bert.encoder.layer.0.intermediate.dense,NNCFLinear,bias,[185],185,185,0.0 | |
17,nncf_module.bert.encoder.layer.0.output.dense,NNCFLinear,weight,"[768, 185]",142080,108631,0.23542368412017822 | |
18,nncf_module.bert.encoder.layer.0.output.dense,NNCFLinear,bias,[768],768,768,0.0 | |
19,nncf_module.bert.encoder.layer.0.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
20,nncf_module.bert.encoder.layer.0.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
21,nncf_module.bert.encoder.layer.1.attention.self.query,NNCFLinear,weight,"[320, 768]",245760,136222,0.44571125507354736 | |
22,nncf_module.bert.encoder.layer.1.attention.self.query,NNCFLinear,bias,[320],320,320,0.0 | |
23,nncf_module.bert.encoder.layer.1.attention.self.key,NNCFLinear,weight,"[320, 768]",245760,136267,0.44552814960479736 | |
24,nncf_module.bert.encoder.layer.1.attention.self.key,NNCFLinear,bias,[320],320,320,0.0 | |
25,nncf_module.bert.encoder.layer.1.attention.self.value,NNCFLinear,weight,"[320, 768]",245760,124892,0.49181312322616577 | |
26,nncf_module.bert.encoder.layer.1.attention.self.value,NNCFLinear,bias,[320],320,320,0.0 | |
27,nncf_module.bert.encoder.layer.1.attention.output.dense,NNCFLinear,weight,"[768, 320]",245760,130185,0.47027587890625 | |
28,nncf_module.bert.encoder.layer.1.attention.output.dense,NNCFLinear,bias,[768],768,768,0.0 | |
29,nncf_module.bert.encoder.layer.1.attention.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
30,nncf_module.bert.encoder.layer.1.attention.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
31,nncf_module.bert.encoder.layer.1.intermediate.dense,NNCFLinear,weight,"[315, 768]",241920,176203,0.2716476321220398 | |
32,nncf_module.bert.encoder.layer.1.intermediate.dense,NNCFLinear,bias,[315],315,315,0.0 | |
33,nncf_module.bert.encoder.layer.1.output.dense,NNCFLinear,weight,"[768, 315]",241920,172407,0.2873387932777405 | |
34,nncf_module.bert.encoder.layer.1.output.dense,NNCFLinear,bias,[768],768,768,0.0 | |
35,nncf_module.bert.encoder.layer.1.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
36,nncf_module.bert.encoder.layer.1.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
37,nncf_module.bert.encoder.layer.2.attention.self.query,NNCFLinear,weight,"[576, 768]",442368,198811,0.5505754947662354 | |
38,nncf_module.bert.encoder.layer.2.attention.self.query,NNCFLinear,bias,[576],576,576,0.0 | |
39,nncf_module.bert.encoder.layer.2.attention.self.key,NNCFLinear,weight,"[576, 768]",442368,201526,0.5444381237030029 | |
40,nncf_module.bert.encoder.layer.2.attention.self.key,NNCFLinear,bias,[576],576,576,0.0 | |
41,nncf_module.bert.encoder.layer.2.attention.self.value,NNCFLinear,weight,"[576, 768]",442368,163541,0.6303055286407471 | |
42,nncf_module.bert.encoder.layer.2.attention.self.value,NNCFLinear,bias,[576],576,576,0.0 | |
43,nncf_module.bert.encoder.layer.2.attention.output.dense,NNCFLinear,weight,"[768, 576]",442368,167245,0.6219323873519897 | |
44,nncf_module.bert.encoder.layer.2.attention.output.dense,NNCFLinear,bias,[768],768,768,0.0 | |
45,nncf_module.bert.encoder.layer.2.attention.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
46,nncf_module.bert.encoder.layer.2.attention.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
47,nncf_module.bert.encoder.layer.2.intermediate.dense,NNCFLinear,weight,"[339, 768]",260352,185491,0.2875376343727112 | |
48,nncf_module.bert.encoder.layer.2.intermediate.dense,NNCFLinear,bias,[339],339,339,0.0 | |
49,nncf_module.bert.encoder.layer.2.output.dense,NNCFLinear,weight,"[768, 339]",260352,183083,0.2967866063117981 | |
50,nncf_module.bert.encoder.layer.2.output.dense,NNCFLinear,bias,[768],768,768,0.0 | |
51,nncf_module.bert.encoder.layer.2.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
52,nncf_module.bert.encoder.layer.2.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
53,nncf_module.bert.encoder.layer.3.attention.self.query,NNCFLinear,weight,"[576, 768]",442368,205898,0.5345549583435059 | |
54,nncf_module.bert.encoder.layer.3.attention.self.query,NNCFLinear,bias,[576],576,576,0.0 | |
55,nncf_module.bert.encoder.layer.3.attention.self.key,NNCFLinear,weight,"[576, 768]",442368,217621,0.5080543756484985 | |
56,nncf_module.bert.encoder.layer.3.attention.self.key,NNCFLinear,bias,[576],576,576,0.0 | |
57,nncf_module.bert.encoder.layer.3.attention.self.value,NNCFLinear,weight,"[576, 768]",442368,209726,0.5259014964103699 | |
58,nncf_module.bert.encoder.layer.3.attention.self.value,NNCFLinear,bias,[576],576,576,0.0 | |
59,nncf_module.bert.encoder.layer.3.attention.output.dense,NNCFLinear,weight,"[768, 576]",442368,208038,0.5297173261642456 | |
60,nncf_module.bert.encoder.layer.3.attention.output.dense,NNCFLinear,bias,[768],768,768,0.0 | |
61,nncf_module.bert.encoder.layer.3.attention.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
62,nncf_module.bert.encoder.layer.3.attention.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
63,nncf_module.bert.encoder.layer.3.intermediate.dense,NNCFLinear,weight,"[368, 768]",282624,198154,0.29887765645980835 | |
64,nncf_module.bert.encoder.layer.3.intermediate.dense,NNCFLinear,bias,[368],368,368,0.0 | |
65,nncf_module.bert.encoder.layer.3.output.dense,NNCFLinear,weight,"[768, 368]",282624,194127,0.31312626600265503 | |
66,nncf_module.bert.encoder.layer.3.output.dense,NNCFLinear,bias,[768],768,768,0.0 | |
67,nncf_module.bert.encoder.layer.3.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
68,nncf_module.bert.encoder.layer.3.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
69,nncf_module.bert.encoder.layer.4.attention.self.query,NNCFLinear,weight,"[576, 768]",442368,212567,0.5194792747497559 | |
70,nncf_module.bert.encoder.layer.4.attention.self.query,NNCFLinear,bias,[576],576,576,0.0 | |
71,nncf_module.bert.encoder.layer.4.attention.self.key,NNCFLinear,weight,"[576, 768]",442368,214788,0.5144585371017456 | |
72,nncf_module.bert.encoder.layer.4.attention.self.key,NNCFLinear,bias,[576],576,576,0.0 | |
73,nncf_module.bert.encoder.layer.4.attention.self.value,NNCFLinear,weight,"[576, 768]",442368,197159,0.5543099641799927 | |
74,nncf_module.bert.encoder.layer.4.attention.self.value,NNCFLinear,bias,[576],576,576,0.0 | |
75,nncf_module.bert.encoder.layer.4.attention.output.dense,NNCFLinear,weight,"[768, 576]",442368,192495,0.5648532509803772 | |
76,nncf_module.bert.encoder.layer.4.attention.output.dense,NNCFLinear,bias,[768],768,768,0.0 | |
77,nncf_module.bert.encoder.layer.4.attention.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
78,nncf_module.bert.encoder.layer.4.attention.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
79,nncf_module.bert.encoder.layer.4.intermediate.dense,NNCFLinear,weight,"[386, 768]",296448,205830,0.3056792616844177 | |
80,nncf_module.bert.encoder.layer.4.intermediate.dense,NNCFLinear,bias,[386],386,386,0.0 | |
81,nncf_module.bert.encoder.layer.4.output.dense,NNCFLinear,weight,"[768, 386]",296448,199567,0.32680606842041016 | |
82,nncf_module.bert.encoder.layer.4.output.dense,NNCFLinear,bias,[768],768,768,0.0 | |
83,nncf_module.bert.encoder.layer.4.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
84,nncf_module.bert.encoder.layer.4.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
85,nncf_module.bert.encoder.layer.5.attention.self.query,NNCFLinear,weight,"[384, 768]",294912,131257,0.5549282431602478 | |
86,nncf_module.bert.encoder.layer.5.attention.self.query,NNCFLinear,bias,[384],384,384,0.0 | |
87,nncf_module.bert.encoder.layer.5.attention.self.key,NNCFLinear,weight,"[384, 768]",294912,154458,0.47625732421875 | |
88,nncf_module.bert.encoder.layer.5.attention.self.key,NNCFLinear,bias,[384],384,384,0.0 | |
89,nncf_module.bert.encoder.layer.5.attention.self.value,NNCFLinear,weight,"[384, 768]",294912,159646,0.4586656093597412 | |
90,nncf_module.bert.encoder.layer.5.attention.self.value,NNCFLinear,bias,[384],384,384,0.0 | |
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92,nncf_module.bert.encoder.layer.5.attention.output.dense,NNCFLinear,bias,[768],768,768,0.0 | |
93,nncf_module.bert.encoder.layer.5.attention.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
94,nncf_module.bert.encoder.layer.5.attention.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
95,nncf_module.bert.encoder.layer.5.intermediate.dense,NNCFLinear,weight,"[336, 768]",258048,184774,0.2839548587799072 | |
96,nncf_module.bert.encoder.layer.5.intermediate.dense,NNCFLinear,bias,[336],336,336,0.0 | |
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98,nncf_module.bert.encoder.layer.5.output.dense,NNCFLinear,bias,[768],768,768,0.0 | |
99,nncf_module.bert.encoder.layer.5.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
100,nncf_module.bert.encoder.layer.5.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
101,nncf_module.bert.encoder.layer.6.attention.self.query,NNCFLinear,weight,"[448, 768]",344064,153126,0.5549490451812744 | |
102,nncf_module.bert.encoder.layer.6.attention.self.query,NNCFLinear,bias,[448],448,448,0.0 | |
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108,nncf_module.bert.encoder.layer.6.attention.output.dense,NNCFLinear,bias,[768],768,768,0.0 | |
109,nncf_module.bert.encoder.layer.6.attention.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
110,nncf_module.bert.encoder.layer.6.attention.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
111,nncf_module.bert.encoder.layer.6.intermediate.dense,NNCFLinear,weight,"[280, 768]",215040,158800,0.261532723903656 | |
112,nncf_module.bert.encoder.layer.6.intermediate.dense,NNCFLinear,bias,[280],280,280,0.0 | |
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115,nncf_module.bert.encoder.layer.6.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
116,nncf_module.bert.encoder.layer.6.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
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118,nncf_module.bert.encoder.layer.7.attention.self.query,NNCFLinear,bias,[448],448,448,0.0 | |
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125,nncf_module.bert.encoder.layer.7.attention.output.LayerNorm,LayerNorm,weight,[768],768,768,0.0 | |
126,nncf_module.bert.encoder.layer.7.attention.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
127,nncf_module.bert.encoder.layer.7.intermediate.dense,NNCFLinear,weight,"[211, 768]",162048,125197,0.22740793228149414 | |
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132,nncf_module.bert.encoder.layer.7.output.LayerNorm,LayerNorm,bias,[768],768,768,0.0 | |
133,nncf_module.bert.encoder.layer.8.attention.self.query,NNCFLinear,weight,"[448, 768]",344064,149419,0.5657232403755188 | |
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