Arm backend: qdq folding support for remaining operators #7340
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/7340
Note: Links to docs will display an error until the docs builds have been completed. ✅ No FailuresAs of commit cdd6c91 with merge base 5190106 ( This comment was automatically generated by Dr. CI and updates every 15 minutes. |
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Edge operators that are lowered to TOSA TABLEs are convereted to a custom edge IR table-op. Signed-off-by: Oscar Andersson <oscar.andersson@arm.com> Change-Id: I147008c30b9b46c7b8ae1a1c15bc540fea614a69
This is a special case where node.args can be lists with many incoming dq-nodes. Signed-off-by: Oscar Andersson <oscar.andersson@arm.com> Change-Id: Icf511a8bdeaaffb597b18455ab7f1fbd947ce3ca
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Rebase pls |
Add support for q/dq folding of more operators such as hardtanh, maxpool2d, mul, relu, select, sub, to_copy. Signed-off-by: Oscar Andersson <oscar.andersson@arm.com> Change-Id: Ifdabda4c927dade41c000859054696844c546f7b
sum is retraced to an int64 dtype of operator after q/dq folding. This patch adds a pass to manually force the dtype to be int8. Signed-off-by: Oscar Andersson <oscar.andersson@arm.com> Change-Id: Ifa737a398c5a878d52cd76a2392499905da085ce
Add support for q/dq folding for the remaining supported ops in Arm backend. Signed-off-by: Oscar Andersson <oscar.andersson@arm.com> Change-Id: I9012b4a501ce018c9771c729706be3b031a5c7ae
Signed-off-by: Oscar Andersson <oscar.andersson@arm.com> Change-Id: Ibb17add461dc79e022a7f4accde29f9f9d61b16d
Address issues from pyre and add similar # pyre-ignores as in pytorch#7362. Signed-off-by: Oscar Andersson <oscar.andersson@arm.com> Change-Id: I6feaa611dcd539b3b0d21a6a7dd696ef7db691ef
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@digantdesai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator. |
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Some type checker issues (so far, still running) |
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Summary
Based on work in #7330, add support for qdq-folding of remaining operators.