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Sync model compression doc and implementation #1575
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added 3 commits
September 27, 2019 11:39
xuehui1991
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Sep 27, 2019
QuanluZhang
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Sep 27, 2019
| ## LevelPruner | ||
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| This is one basic pruner: you can set a target sparsity level(expressed as a fraction, 0.6 means we will prune 60%). | ||
| This is one basic pruner: you can set a target sparsity level (expressed as a fraction, 0.6 means we will prune 60%). | ||
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| We first sort the weights in the specified layer by their absolute values. And then mask to zero the smallest magnitude weights until the desired sparsity level is reached. | ||
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| ### Usage | ||
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| Tensorflow code | ||
| ``` |
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how about also adding the import line here?
QuanluZhang
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Sep 27, 2019
liuzhe-lz
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Oct 9, 2019
* [Proposal] demo compressor (#1402) model compression * update doc for model compression (#1509) * Update Overview.md * Change Doc (#1510) * refactor compression sdk (#1562) * refactor compression sdk * bugfix * bugfix * update ut * Sync model compression doc and implementation (#1575) * update doc * formatting * bugfix * add import to examples
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TODO: It seems PyTorch does not use the glossary "op". Maybe we should use "layer".