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bert-base-squadv1-qat-bt

Transformers
PyTorch
ONNX
bert
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bert-base-squadv1-qat-bt / onnx_sparsity.csv
Chua, Vui Seng
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,layer_id,shape,nparam,nnz,sparsity
0,Constant_15,"[30522, 768]",23440896,23440896,0.0
1,Constant_23,"[2, 768]",1536,1536,0.0
2,Constant_35,"[512, 768]",393216,393216,0.0
3,Constant_61,"[768, 768]",589824,589824,0.0
4,Constant_71,"[768, 768]",589824,589824,0.0
5,Constant_91,"[768, 768]",589824,589824,0.0
6,Constant_150,"[768, 768]",589824,589824,0.0
7,Constant_178,"[3072, 768]",2359296,2359296,0.0
8,Constant_196,"[768, 3072]",2359296,2359296,0.0
9,Constant_224,"[768, 768]",589824,589824,0.0
10,Constant_234,"[768, 768]",589824,589824,0.0
11,Constant_254,"[768, 768]",589824,589824,0.0
12,Constant_313,"[768, 768]",589824,589824,0.0
13,Constant_341,"[3072, 768]",2359296,2359296,0.0
14,Constant_359,"[768, 3072]",2359296,2359296,0.0
15,Constant_387,"[768, 768]",589824,589824,0.0
16,Constant_397,"[768, 768]",589824,589824,0.0
17,Constant_417,"[768, 768]",589824,589824,0.0
18,Constant_476,"[768, 768]",589824,589824,0.0
19,Constant_504,"[3072, 768]",2359296,2359296,0.0
20,Constant_522,"[768, 3072]",2359296,2359296,0.0
21,Constant_550,"[768, 768]",589824,589824,0.0
22,Constant_560,"[768, 768]",589824,589824,0.0
23,Constant_580,"[768, 768]",589824,589824,0.0
24,Constant_639,"[768, 768]",589824,589824,0.0
25,Constant_667,"[3072, 768]",2359296,2359296,0.0
26,Constant_685,"[768, 3072]",2359296,2359296,0.0
27,Constant_713,"[768, 768]",589824,589824,0.0
28,Constant_723,"[768, 768]",589824,589824,0.0
29,Constant_743,"[768, 768]",589824,589824,0.0
30,Constant_802,"[768, 768]",589824,589824,0.0
31,Constant_830,"[3072, 768]",2359296,2359296,0.0
32,Constant_848,"[768, 3072]",2359296,2359296,0.0
33,Constant_876,"[768, 768]",589824,589824,0.0
34,Constant_886,"[768, 768]",589824,589824,0.0
35,Constant_906,"[768, 768]",589824,589824,0.0
36,Constant_965,"[768, 768]",589824,589824,0.0
37,Constant_993,"[3072, 768]",2359296,2359296,0.0
38,Constant_1011,"[768, 3072]",2359296,2359296,0.0
39,Constant_1039,"[768, 768]",589824,589824,0.0
40,Constant_1049,"[768, 768]",589824,589824,0.0
41,Constant_1069,"[768, 768]",589824,589824,0.0
42,Constant_1128,"[768, 768]",589824,589824,0.0
43,Constant_1156,"[3072, 768]",2359296,2359296,0.0
44,Constant_1174,"[768, 3072]",2359296,2359296,0.0
45,Constant_1202,"[768, 768]",589824,589824,0.0
46,Constant_1212,"[768, 768]",589824,589824,0.0
47,Constant_1232,"[768, 768]",589824,589824,0.0
48,Constant_1291,"[768, 768]",589824,589824,0.0
49,Constant_1319,"[3072, 768]",2359296,2359296,0.0
50,Constant_1337,"[768, 3072]",2359296,2359296,0.0
51,Constant_1365,"[768, 768]",589824,589824,0.0
52,Constant_1375,"[768, 768]",589824,589824,0.0
53,Constant_1395,"[768, 768]",589824,589824,0.0
54,Constant_1454,"[768, 768]",589824,589824,0.0
55,Constant_1482,"[3072, 768]",2359296,2359296,0.0
56,Constant_1500,"[768, 3072]",2359296,2359296,0.0
57,Constant_1528,"[768, 768]",589824,589824,0.0
58,Constant_1538,"[768, 768]",589824,589824,0.0
59,Constant_1558,"[768, 768]",589824,589824,0.0
60,Constant_1617,"[768, 768]",589824,589824,0.0
61,Constant_1645,"[3072, 768]",2359296,2359296,0.0
62,Constant_1663,"[768, 3072]",2359296,2359296,0.0
63,Constant_1691,"[768, 768]",589824,589824,0.0
64,Constant_1701,"[768, 768]",589824,589824,0.0
65,Constant_1721,"[768, 768]",589824,589824,0.0
66,Constant_1780,"[768, 768]",589824,589824,0.0
67,Constant_1808,"[3072, 768]",2359296,2359296,0.0
68,Constant_1826,"[768, 3072]",2359296,2359296,0.0
69,Constant_1854,"[768, 768]",589824,589824,0.0
70,Constant_1864,"[768, 768]",589824,589824,0.0
71,Constant_1884,"[768, 768]",589824,589824,0.0
72,Constant_1943,"[768, 768]",589824,589824,0.0
73,Constant_1971,"[3072, 768]",2359296,2359296,0.0
74,Constant_1989,"[768, 3072]",2359296,2359296,0.0
75,Constant_2017,"[2, 768]",1536,1536,0.0