Add 3D upsampling (nearest and trilinear) with tests #1676
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Hey @soumith, here are the fixes for the failing tests: Let me know if I can help with the merging into a single Upsampling module for all interpolations / dims. |
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@lantiga this PR should be now ready for review. Can you go through and see if it looks good. All Upsampling modules/functions are now consolidated in Tests have been added/modified to reflect this. |
lantiga
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Jun 7, 2017
torch/nn/modules/upsampling.py
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| if self.scale_factor is not None: | ||
| info = 'scale_factor=' + str(self.scale_factor) | ||
| else: | ||
| info = 'size=' + str(self.size) |
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merged to master (had to do a couple more changes in docs) |
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Is subsampling in the plan for the next version? |
zou3519
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Mar 30, 2018
Summary: Addresses issue pytorch#1676 Now when `make install` is run, the `caffe2` (and `caffe`) python modules will be installed into the correct site-packages directory (relative to the prefix) instead of directly in the prefix. Closes facebookarchive/caffe2#1677 Reviewed By: pietern Differential Revision: D6710247 Pulled By: bddppq fbshipit-source-id: b49167d48fd94d87f7b7c1ebf0f187ec6a203470
jjsjann123
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May 24, 2022
* Validate LOOP concrete IDs have complete IterDomains * cleanup * Add some comments. Co-authored-by: Christian Sarofeen <csarofeen@nvidia.com>
malfet
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Syncing nvfuser devel branch to upstream master. https://github.com/csarofeen/pytorch/ A few bigger updates: 1. Initial support of cp.async and cp.async.wait: csarofeen#1619 2. Emulate ampere's mma 16816 with Turing's mma 1688, for a unified interface: csarofeen#1643 3. Extending the infrastructure to support mma operators on turing and ampere arch: csarofeen#1440 Commits that's actually in this PR from the csarofeen branch ``` * dd23252 (csarofeen/devel) Fusion Segmenter: Unify single kernel and multi-kernel runtime path (#1710) * b3d1c3f Fix missing cooperative launch (#1726) * dc670a2 Async gmem copy support on sm80+ (#1619) * 5e6a8da Add turing mma support and test (#1643) * d6d6b7d Fix rFactor when there are indirect root domain(s), and refactor (#1723) * 7093e39 Mma op integration on ampere (#1440) * fade8da patch python test for bfloat16 (#1724) * 8fbd0b1 Fine-grained kernel profiling (#1720) * 77c1b4f Adding dry run mode to skip arch dependent checks (#1702) * 151d95b More precise concretization analysis (#1719) * f4d3630 Enable complex python tests (#1667) * 4ceeee5 Minor bugfix in transform_rfactor.cpp (#1715) * 3675c70 Separate root domain and rfactor domain in TransformPrinter (#1716) * f68b830 Fix scheduling with polymorphic broadcast (#1714) * 4ab5ef7 updating_ci_machine (#1718) * 56585c5 Merge pull request #1711 from csarofeen/upstream_master_bump_0517 * 174d453 Allow using nvFuser on CUDA extension (#1701) * 18bee67 Validate LOOP concrete IDs have complete IterDomains (#1676) ``` Pull Request resolved: #78244 Approved by: https://github.com/csarofeen, https://github.com/malfet
facebook-github-bot
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Summary: Syncing nvfuser devel branch to upstream master. https://github.com/csarofeen/pytorch/ A few bigger updates: 1. Initial support of cp.async and cp.async.wait: csarofeen#1619 2. Emulate ampere's mma 16816 with Turing's mma 1688, for a unified interface: csarofeen#1643 3. Extending the infrastructure to support mma operators on turing and ampere arch: csarofeen#1440 Commits that's actually in this PR from the csarofeen branch ``` * dd23252 (csarofeen/devel) Fusion Segmenter: Unify single kernel and multi-kernel runtime path (#1710) * b3d1c3f Fix missing cooperative launch (#1726) * dc670a2 Async gmem copy support on sm80+ (#1619) * 5e6a8da Add turing mma support and test (#1643) * d6d6b7d Fix rFactor when there are indirect root domain(s), and refactor (#1723) * 7093e39 Mma op integration on ampere (#1440) * fade8da patch python test for bfloat16 (#1724) * 8fbd0b1 Fine-grained kernel profiling (#1720) * 77c1b4f Adding dry run mode to skip arch dependent checks (#1702) * 151d95b More precise concretization analysis (#1719) * f4d3630 Enable complex python tests (#1667) * 4ceeee5 Minor bugfix in transform_rfactor.cpp (#1715) * 3675c70 Separate root domain and rfactor domain in TransformPrinter (#1716) * f68b830 Fix scheduling with polymorphic broadcast (#1714) * 4ab5ef7 updating_ci_machine (#1718) * 56585c5 Merge pull request #1711 from csarofeen/upstream_master_bump_0517 * 174d453 Allow using nvFuser on CUDA extension (#1701) * 18bee67 Validate LOOP concrete IDs have complete IterDomains (#1676) ``` Pull Request resolved: #78244 Reviewed By: ejguan Differential Revision: D36678948 Pulled By: davidberard98 fbshipit-source-id: 0ccde965acbd31da67d99c6adb2eaaa888948105
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This separates #1348 into just having the upsampling modules. I'll make a separate PR for the subsampling ones (those need a name change and other cosmetics).
In subsequent commits on this PR, I'll be merging all
nn.Upsampling*modules intonn.Upsamplingwith adim=2 or dim=3argument, as well asmode='nearest' | 'bilinear' | 'trilinear'. Whatever are the existingnn.Upsamplingmodules will get a deprecated tag.