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

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PyTorch
ONNX
bert
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bert-base-squadv1-pruneofa-90pc-bt-qat-lt / onnx_sparsity.md
Chua, Vui Seng
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layer_id shape nparam nnz sparsity
0 Constant_15 [30522, 768] 23440896 23440896 0
1 Constant_23 [2, 768] 1536 1536 0
2 Constant_35 [512, 768] 393216 393216 0
3 Constant_61 [768, 768] 589824 58983 0.899999
4 Constant_71 [768, 768] 589824 58983 0.899999
5 Constant_91 [768, 768] 589824 58983 0.899999
6 Constant_150 [768, 768] 589824 58983 0.899999
7 Constant_178 [3072, 768] 2359296 235930 0.9
8 Constant_196 [768, 3072] 2359296 235930 0.9
9 Constant_224 [768, 768] 589824 58983 0.899999
10 Constant_234 [768, 768] 589824 58983 0.899999
11 Constant_254 [768, 768] 589824 58983 0.899999
12 Constant_313 [768, 768] 589824 58983 0.899999
13 Constant_341 [3072, 768] 2359296 235930 0.9
14 Constant_359 [768, 3072] 2359296 235930 0.9
15 Constant_387 [768, 768] 589824 58983 0.899999
16 Constant_397 [768, 768] 589824 58983 0.899999
17 Constant_417 [768, 768] 589824 58983 0.899999
18 Constant_476 [768, 768] 589824 58983 0.899999
19 Constant_504 [3072, 768] 2359296 235930 0.9
20 Constant_522 [768, 3072] 2359296 235930 0.9
21 Constant_550 [768, 768] 589824 58983 0.899999
22 Constant_560 [768, 768] 589824 58983 0.899999
23 Constant_580 [768, 768] 589824 58983 0.899999
24 Constant_639 [768, 768] 589824 58983 0.899999
25 Constant_667 [3072, 768] 2359296 235930 0.9
26 Constant_685 [768, 3072] 2359296 235930 0.9
27 Constant_713 [768, 768] 589824 58983 0.899999
28 Constant_723 [768, 768] 589824 58983 0.899999
29 Constant_743 [768, 768] 589824 58983 0.899999
30 Constant_802 [768, 768] 589824 58983 0.899999
31 Constant_830 [3072, 768] 2359296 235930 0.9
32 Constant_848 [768, 3072] 2359296 235930 0.9
33 Constant_876 [768, 768] 589824 58983 0.899999
34 Constant_886 [768, 768] 589824 58983 0.899999
35 Constant_906 [768, 768] 589824 58983 0.899999
36 Constant_965 [768, 768] 589824 58983 0.899999
37 Constant_993 [3072, 768] 2359296 235930 0.9
38 Constant_1011 [768, 3072] 2359296 235930 0.9
39 Constant_1039 [768, 768] 589824 58983 0.899999
40 Constant_1049 [768, 768] 589824 58983 0.899999
41 Constant_1069 [768, 768] 589824 58983 0.899999
42 Constant_1128 [768, 768] 589824 58983 0.899999
43 Constant_1156 [3072, 768] 2359296 235930 0.9
44 Constant_1174 [768, 3072] 2359296 235930 0.9
45 Constant_1202 [768, 768] 589824 58983 0.899999
46 Constant_1212 [768, 768] 589824 58983 0.899999
47 Constant_1232 [768, 768] 589824 58983 0.899999
48 Constant_1291 [768, 768] 589824 58983 0.899999
49 Constant_1319 [3072, 768] 2359296 235930 0.9
50 Constant_1337 [768, 3072] 2359296 235929 0.9
51 Constant_1365 [768, 768] 589824 58983 0.899999
52 Constant_1375 [768, 768] 589824 58983 0.899999
53 Constant_1395 [768, 768] 589824 58983 0.899999
54 Constant_1454 [768, 768] 589824 58983 0.899999
55 Constant_1482 [3072, 768] 2359296 235930 0.9
56 Constant_1500 [768, 3072] 2359296 235930 0.9
57 Constant_1528 [768, 768] 589824 58983 0.899999
58 Constant_1538 [768, 768] 589824 58983 0.899999
59 Constant_1558 [768, 768] 589824 58983 0.899999
60 Constant_1617 [768, 768] 589824 58983 0.899999
61 Constant_1645 [3072, 768] 2359296 235930 0.9
62 Constant_1663 [768, 3072] 2359296 235930 0.9
63 Constant_1691 [768, 768] 589824 58983 0.899999
64 Constant_1701 [768, 768] 589824 58983 0.899999
65 Constant_1721 [768, 768] 589824 58983 0.899999
66 Constant_1780 [768, 768] 589824 58983 0.899999
67 Constant_1808 [3072, 768] 2359296 235930 0.9
68 Constant_1826 [768, 3072] 2359296 235929 0.9
69 Constant_1854 [768, 768] 589824 58983 0.899999
70 Constant_1864 [768, 768] 589824 58983 0.899999
71 Constant_1884 [768, 768] 589824 58983 0.899999
72 Constant_1943 [768, 768] 589824 58983 0.899999
73 Constant_1971 [3072, 768] 2359296 235930 0.9
74 Constant_1989 [768, 3072] 2359296 235930 0.9
75 Constant_2017 [2, 768] 1536 1536 0