!20 compiler sig meeting notes 001

Merge pull request !20 from vlne-v1/compiler-sig-meeting-notes-001

sigs/compiler/meetings/001-20200518.md

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-# Tuesday May 18, 2020 at 18:20pm GMT+8
-
-## Agenda
-
-* Review the design for Sparse update for GatherV2.
-
-## Conference links
-
-https://meet.jit.si/MindSporeCimpilerSIG
-
-## Attendees
-
-* Pan Yifeng (Huawei)
-* Wei Luning (Huawei)
-* Zhao Zhiqiang (Huawei)
-* Huang Dongrun (Huawei)
-
-## Notes
-
-## Action items
-
-* None

sigs/compiler/meetings/001-20200519.md

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+# Tuesday May 18, 2020 at 18:20pm GMT+8
+
+## Agenda
+
+* Review the design for Sparse update for GatherV2.
+
+## Conference links
+
+https://meet.jit.si/MindSporeCimpilerSIG
+
+## Attendees
+
+* Pan Yifeng (Huawei)
+* Wei Luning (Huawei)
+* Zhao Zhiqiang (Huawei)
+* Huang Dongrun (Huawei)
+
+## Notes
+
+1. The long-term solution is to support the `SparseTensor` feature (inherited from `MetaTensor`), but the landing period will be longer.
+2. The quick support solution is to express this sparse structure with `DataClass`, and `Class` will be convert to `tuple` in `clean.cc`. The implement can reference `SequenceIterator`, and use `MultiType` to add a overload for add op and gradient update, if necessary.
+3. `GatherV2` can use the `ScatterNDUpdate` to update the gradient.
+
+## Action items
+
+* Make a demo with `DataClass`.
+* Design the full solution for `SparseTensor`.