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bert-base-squadv1-pruneofa-90pc-bt-qat-lt

Transformers
PyTorch
ONNX
bert
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bert-base-squadv1-pruneofa-90pc-bt-qat-lt / 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]",589824,58983,0.8999989827473959
4,Constant_71,"[768, 768]",589824,58983,0.8999989827473959
5,Constant_91,"[768, 768]",589824,58983,0.8999989827473959
6,Constant_150,"[768, 768]",589824,58983,0.8999989827473959
7,Constant_178,"[3072, 768]",2359296,235930,0.8999998304578993
8,Constant_196,"[768, 3072]",2359296,235930,0.8999998304578993
9,Constant_224,"[768, 768]",589824,58983,0.8999989827473959
10,Constant_234,"[768, 768]",589824,58983,0.8999989827473959
11,Constant_254,"[768, 768]",589824,58983,0.8999989827473959
12,Constant_313,"[768, 768]",589824,58983,0.8999989827473959
13,Constant_341,"[3072, 768]",2359296,235930,0.8999998304578993
14,Constant_359,"[768, 3072]",2359296,235930,0.8999998304578993
15,Constant_387,"[768, 768]",589824,58983,0.8999989827473959
16,Constant_397,"[768, 768]",589824,58983,0.8999989827473959
17,Constant_417,"[768, 768]",589824,58983,0.8999989827473959
18,Constant_476,"[768, 768]",589824,58983,0.8999989827473959
19,Constant_504,"[3072, 768]",2359296,235930,0.8999998304578993
20,Constant_522,"[768, 3072]",2359296,235930,0.8999998304578993
21,Constant_550,"[768, 768]",589824,58983,0.8999989827473959
22,Constant_560,"[768, 768]",589824,58983,0.8999989827473959
23,Constant_580,"[768, 768]",589824,58983,0.8999989827473959
24,Constant_639,"[768, 768]",589824,58983,0.8999989827473959
25,Constant_667,"[3072, 768]",2359296,235930,0.8999998304578993
26,Constant_685,"[768, 3072]",2359296,235930,0.8999998304578993
27,Constant_713,"[768, 768]",589824,58983,0.8999989827473959
28,Constant_723,"[768, 768]",589824,58983,0.8999989827473959
29,Constant_743,"[768, 768]",589824,58983,0.8999989827473959
30,Constant_802,"[768, 768]",589824,58983,0.8999989827473959
31,Constant_830,"[3072, 768]",2359296,235930,0.8999998304578993
32,Constant_848,"[768, 3072]",2359296,235930,0.8999998304578993
33,Constant_876,"[768, 768]",589824,58983,0.8999989827473959
34,Constant_886,"[768, 768]",589824,58983,0.8999989827473959
35,Constant_906,"[768, 768]",589824,58983,0.8999989827473959
36,Constant_965,"[768, 768]",589824,58983,0.8999989827473959
37,Constant_993,"[3072, 768]",2359296,235930,0.8999998304578993
38,Constant_1011,"[768, 3072]",2359296,235930,0.8999998304578993
39,Constant_1039,"[768, 768]",589824,58983,0.8999989827473959
40,Constant_1049,"[768, 768]",589824,58983,0.8999989827473959
41,Constant_1069,"[768, 768]",589824,58983,0.8999989827473959
42,Constant_1128,"[768, 768]",589824,58983,0.8999989827473959
43,Constant_1156,"[3072, 768]",2359296,235930,0.8999998304578993
44,Constant_1174,"[768, 3072]",2359296,235930,0.8999998304578993
45,Constant_1202,"[768, 768]",589824,58983,0.8999989827473959
46,Constant_1212,"[768, 768]",589824,58983,0.8999989827473959
47,Constant_1232,"[768, 768]",589824,58983,0.8999989827473959
48,Constant_1291,"[768, 768]",589824,58983,0.8999989827473959
49,Constant_1319,"[3072, 768]",2359296,235930,0.8999998304578993
50,Constant_1337,"[768, 3072]",2359296,235929,0.900000254313151
51,Constant_1365,"[768, 768]",589824,58983,0.8999989827473959
52,Constant_1375,"[768, 768]",589824,58983,0.8999989827473959
53,Constant_1395,"[768, 768]",589824,58983,0.8999989827473959
54,Constant_1454,"[768, 768]",589824,58983,0.8999989827473959
55,Constant_1482,"[3072, 768]",2359296,235930,0.8999998304578993
56,Constant_1500,"[768, 3072]",2359296,235930,0.8999998304578993
57,Constant_1528,"[768, 768]",589824,58983,0.8999989827473959
58,Constant_1538,"[768, 768]",589824,58983,0.8999989827473959
59,Constant_1558,"[768, 768]",589824,58983,0.8999989827473959
60,Constant_1617,"[768, 768]",589824,58983,0.8999989827473959
61,Constant_1645,"[3072, 768]",2359296,235930,0.8999998304578993
62,Constant_1663,"[768, 3072]",2359296,235930,0.8999998304578993
63,Constant_1691,"[768, 768]",589824,58983,0.8999989827473959
64,Constant_1701,"[768, 768]",589824,58983,0.8999989827473959
65,Constant_1721,"[768, 768]",589824,58983,0.8999989827473959
66,Constant_1780,"[768, 768]",589824,58983,0.8999989827473959
67,Constant_1808,"[3072, 768]",2359296,235930,0.8999998304578993
68,Constant_1826,"[768, 3072]",2359296,235929,0.900000254313151
69,Constant_1854,"[768, 768]",589824,58983,0.8999989827473959
70,Constant_1864,"[768, 768]",589824,58983,0.8999989827473959
71,Constant_1884,"[768, 768]",589824,58983,0.8999989827473959
72,Constant_1943,"[768, 768]",589824,58983,0.8999989827473959
73,Constant_1971,"[3072, 768]",2359296,235930,0.8999998304578993
74,Constant_1989,"[768, 3072]",2359296,235930,0.8999998304578993
75,Constant_2017,"[2, 768]",1536,1536,0.0