Softsign optimization #585
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Looks good to me. Would be nice to add a test, just to show correct behaviour. We could do it in a similar way to other activations, in |
Added one test file. |
vloncar
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Jul 25, 2022
test/pytest/test_softsign.py
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| print('Accuracy hls4ml relative to keras: {}'.format(acc_hls4ml)) | ||
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| assert acc_hls4ml >= 0.7 |
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Changed to 0.98. New tests have also been added to the pytest file.
vloncar
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Sep 14, 2022
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Sep 20, 2022
Quartus Streaming Softsign (PR #585 contd.)
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Jul 1, 2023
* Softsign LUT optimization * Test file: Activation softsign * Changing minimal accurancy to 9.8 and adding new texts using Vivado and Quartus Co-authored-by: Nemer Chiedde <[email protected]>
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Quartus Streaming Softsign (PR fastmachinelearning#585 contd.)
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Storing only the positive part of the Softsign is possible due to its symmetry in the Y axis. Same theory when presented in pull request: #527