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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 |