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During the development of a gravnet model for hls4ml, I found that setting rounding and saturation for the maximum allowed precision can be beneficial for increasing accuracy. Below you... |
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| Reload | https://github.com/fastmachinelearning/hls4ml/pull/1422 |
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| morunner | https://github.com/morunner |
| fastmachinelearning:main | https://github.com/fastmachinelearning/hls4ml/tree/main |
| morunner:allow-sat-rnd-in-max-precision | https://github.com/morunner/hls4ml/tree/allow-sat-rnd-in-max-precision |
| Conversation | https://github.com/fastmachinelearning/hls4ml/pull/1422 |
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| Files changed | https://github.com/fastmachinelearning/hls4ml/pull/1422/files |
| Allow AP_SAT, AP_RND for 'maximum' precision in HLS Config | https://github.com/fastmachinelearning/hls4ml/pull/1422#top |
| morunner | https://github.com/morunner |
| fastmachinelearning:main | https://github.com/fastmachinelearning/hls4ml/tree/main |
| morunner:allow-sat-rnd-in-max-precision | https://github.com/morunner/hls4ml/tree/allow-sat-rnd-in-max-precision |
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| https://github.com/morunner |
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| Jan 23, 2026 | https://github.com/fastmachinelearning/hls4ml/pull/1422#issue-3847016936 |
| here | https://github.com/fastmachinelearning/hls4ml/compare/main...morunner:hls4ml:allow-sat-rnd-in-max-precision#diff-f72b0c39349380f86b420d32544fafed8e2e06e27c042d11abb4ca11a9203350L190 |
| Link | https://github.com/morunner/hls4ml-gravnet/blob/dev/notebooks/compare-keras-hls4ml-model.ipynb |
| this | https://github.com/morunner/hls4ml/commit/a626ea1bd198bdfcc98c5038011b5bda9b5756ec |
| @bo3z | https://github.com/bo3z |
| guidelines for contributing | https://github.com/fastmachinelearning/hls4ml/blob/main/CONTRIBUTING.md |
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| Please reload this page | https://github.com/fastmachinelearning/hls4ml/pull/1422 |
| morunner | https://github.com/morunner |
| January 23, 2026 12:16 | https://github.com/fastmachinelearning/hls4ml/pull/1422#commits-pushed-3e2272b |
|
| https://github.com/morunner |
| allow setting sat, rnd modes via 'maximum' in hls config | https://github.com/fastmachinelearning/hls4ml/pull/1422/commits/3e2272b95b6494d7223c196c4c8cfab93b5163eb |
| 3e2272b | https://github.com/fastmachinelearning/hls4ml/pull/1422/commits/3e2272b95b6494d7223c196c4c8cfab93b5163eb |
|
| https://github.com/morunner |
| add pytest | https://github.com/fastmachinelearning/hls4ml/pull/1422/commits/55ed9c0e2f1cb46ad4f5c2d1ce056ceec64ac0e4 |
| 55ed9c0 | https://github.com/fastmachinelearning/hls4ml/pull/1422/commits/55ed9c0e2f1cb46ad4f5c2d1ce056ceec64ac0e4 |
| https://github.com/morunner |
| morunner | https://github.com/morunner |
| force-pushed | https://github.com/fastmachinelearning/hls4ml/compare/5d8237fd844474d9d0f9622170fa611c6dbd1811..55ed9c0e2f1cb46ad4f5c2d1ce056ceec64ac0e4 |
| 5d8237f | https://github.com/fastmachinelearning/hls4ml/commit/5d8237fd844474d9d0f9622170fa611c6dbd1811 |
| 55ed9c0 | https://github.com/fastmachinelearning/hls4ml/commit/55ed9c0e2f1cb46ad4f5c2d1ce056ceec64ac0e4 |
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Compare
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| January 23, 2026 11:16 | https://github.com/fastmachinelearning/hls4ml/pull/1422#event-22240248657 |
| https://github.com/bo3z |
| bo3z | https://github.com/bo3z |
| Jan 30, 2026 | https://github.com/fastmachinelearning/hls4ml/pull/1422#event-22412677868 |
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| Jan 30, 2026 | https://github.com/fastmachinelearning/hls4ml/pull/1422#issuecomment-3824744750 |
| Please reload this page | https://github.com/fastmachinelearning/hls4ml/pull/1422 |
| Please reload this page | https://github.com/fastmachinelearning/hls4ml/pull/1422 |
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| bo3z | https://github.com/bo3z |
| Feb 2, 2026 | https://github.com/fastmachinelearning/hls4ml/pull/1422#issuecomment-3837580911 |
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| Please reload this page | https://github.com/fastmachinelearning/hls4ml/pull/1422 |
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| Mar 3, 2026 | https://github.com/fastmachinelearning/hls4ml/pull/1422#issuecomment-3990823106 |
| @bo3z | https://github.com/bo3z |
| Please reload this page | https://github.com/fastmachinelearning/hls4ml/pull/1422 |
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| calad0i | https://github.com/calad0i |
| Mar 3, 2026 | https://github.com/fastmachinelearning/hls4ml/pull/1422#issuecomment-3992927675 |
| Please reload this page | https://github.com/fastmachinelearning/hls4ml/pull/1422 |
| Please reload this page | https://github.com/fastmachinelearning/hls4ml/pull/1422 |
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| Jun 10, 2026 | https://github.com/fastmachinelearning/hls4ml/pull/1422#event-26582898760 |
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| Please reload this page | https://github.com/fastmachinelearning/hls4ml/pull/1422 |
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