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[Frontend][MXNet] Importer Missing Operators #7186

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sxjscience opened this issue Dec 31, 2020 · 6 comments
Open
2 of 3 tasks

[Frontend][MXNet] Importer Missing Operators #7186

sxjscience opened this issue Dec 31, 2020 · 6 comments
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frontend:mxnet python/tvm/relay/frontend/mxnet* status: help wanted

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@sxjscience
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sxjscience commented Dec 31, 2020 •
edited by junrushao

Feature Request

Recently, TVM has supported the incoming MXNet 2.0 frontend via a series of PRs: #6054, #6699. This enables the new GluonNLP 1.0, which has been upgraded from MXNet 1.x to MXNet 2.0 to convert to TVM graph (as added in dmlc/gluon-nlp#1390).

However, not all operators in MXNet support conversion to TVM. The following is the list of operators that need to be supported.
@sxjscience
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@junrushao1994 I created this new issue. Also, I just figured out that I cannot attach the "help wanted" label so would you help with that?

@sxjscience sxjscience mentioned this issue Dec 31, 2020
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insop added a commit to insop/incubator-tvm that referenced this issue Jan 3, 2021
@insop
[Frontend][MXNet] add _npi_subtract_scalar
426e048 
- add mxnet numpy operator, subtract
- apache#7186
- https://mxnet.apache.org/versions/master/api/python/docs/api/np/generated/mxnet.np.subtract.html
@insop insop mentioned this issue Jan 3, 2021
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insop commented Jan 3, 2021

For _npi_subtract_scalar BART model: #7191 is submitted.

masahi pushed a commit that referenced this issue Jan 3, 2021
@insop
[Frontend][MXNet] add _npi_subtract_scalar (#7191)
86a8504 
* [Frontend][MXNet] add _npi_subtract_scalar

- add mxnet numpy operator, subtract
- #7186
- https://mxnet.apache.org/versions/master/api/python/docs/api/np/generated/mxnet.np.subtract.html

* Fix python style using black
insop added a commit to insop/incubator-tvm that referenced this issue Jan 5, 2021
@insop
[Frontend][MXNet] add _npi_stack, issue apache#7186
faeebb0 
- apache#7186
- add MxNet stack, `_npi_stack`
- https://mxnet.apache.org/versions/master/api/python/docs/api/np/generated/mxnet.np.stack.html?highlight=stack
@insop insop mentioned this issue Jan 5, 2021
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insop commented Jan 5, 2021

For _npi_stack : #7209 is submitted.

junrushao pushed a commit that referenced this issue Jan 6, 2021
@insop
[Frontend][MXNet] add _npi_stack, issue #7186 (#7209)
3f0dc42 
- #7186
- add MxNet stack, `_npi_stack`
- https://mxnet.apache.org/versions/master/api/python/docs/api/np/generated/mxnet.np.stack.html?highlight=stack
@insop insop mentioned this issue Jan 8, 2021
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insop commented Jan 8, 2021

For _npi_advanced_indexing_multiple is at #7230 (review), PTAL.

@sxjscience
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Also, there is another issue that I observed in GluonNLP: dmlc/gluon-nlp#1425 . The initial investigation suggests it's related to mixed-dtype support in the MXNet --> TVM converter.

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insop commented Jan 10, 2021

For _npi_advanced_indexing_multiple is at #7230 (review), PTAL.

@sxjscience
Any help on the above PR will be appreciated.
Thank you.

tkonolige pushed a commit to tkonolige/incubator-tvm that referenced this issue Jan 11, 2021
@insop @tkonolige
[Frontend][MXNet] add _npi_subtract_scalar (apache#7191)
c5c8145 
* [Frontend][MXNet] add _npi_subtract_scalar

- add mxnet numpy operator, subtract
- apache#7186
- https://mxnet.apache.org/versions/master/api/python/docs/api/np/generated/mxnet.np.subtract.html

* Fix python style using black
tkonolige pushed a commit to tkonolige/incubator-tvm that referenced this issue Jan 11, 2021
@insop @tkonolige
[Frontend][MXNet] add _npi_stack, issue apache#7186 (apache#7209)
d0cf5a5 
- apache#7186
- add MxNet stack, `_npi_stack`
- https://mxnet.apache.org/versions/master/api/python/docs/api/np/generated/mxnet.np.stack.html?highlight=stack
masahi pushed a commit to masahi/tvm that referenced this issue Jan 14, 2021
@insop @masahi
[Frontend][MXNet] add _npi_stack, issue apache#7186 (apache#7209)
6b17758 
- apache#7186
- add MxNet stack, `_npi_stack`
- https://mxnet.apache.org/versions/master/api/python/docs/api/np/generated/mxnet.np.stack.html?highlight=stack
TusharKanekiDey pushed a commit to TusharKanekiDey/tvm that referenced this issue Jan 20, 2021
@insop
[Frontend][MXNet] add _npi_subtract_scalar (apache#7191)
160c97d 
* [Frontend][MXNet] add _npi_subtract_scalar

- add mxnet numpy operator, subtract
- apache#7186
- https://mxnet.apache.org/versions/master/api/python/docs/api/np/generated/mxnet.np.subtract.html

* Fix python style using black
TusharKanekiDey pushed a commit to TusharKanekiDey/tvm that referenced this issue Jan 20, 2021
@insop
[Frontend][MXNet] add _npi_stack, issue apache#7186 (apache#7209)
31bdbeb 
- apache#7186
- add MxNet stack, `_npi_stack`
- https://mxnet.apache.org/versions/master/api/python/docs/api/np/generated/mxnet.np.stack.html?highlight=stack
trevor-m pushed a commit to neo-ai/tvm that referenced this issue Jan 21, 2021
@insop @trevor-m
[Frontend][MXNet] add _npi_subtract_scalar (apache#7191)
9bf53e7 
* [Frontend][MXNet] add _npi_subtract_scalar

- add mxnet numpy operator, subtract
- apache#7186
- https://mxnet.apache.org/versions/master/api/python/docs/api/np/generated/mxnet.np.subtract.html

* Fix python style using black
trevor-m pushed a commit to neo-ai/tvm that referenced this issue Jan 21, 2021
@insop @trevor-m
[Frontend][MXNet] add _npi_stack, issue apache#7186 (apache#7209)
189929a 
- apache#7186
- add MxNet stack, `_npi_stack`
- https://mxnet.apache.org/versions/master/api/python/docs/api/np/generated/mxnet.np.stack.html?highlight=stack
electriclilies pushed a commit to electriclilies/tvm that referenced this issue Feb 18, 2021
@insop @electriclilies
[Frontend][MXNet] add _npi_subtract_scalar (apache#7191)
9636553 
* [Frontend][MXNet] add _npi_subtract_scalar

- add mxnet numpy operator, subtract
- apache#7186
- https://mxnet.apache.org/versions/master/api/python/docs/api/np/generated/mxnet.np.subtract.html

* Fix python style using black
electriclilies pushed a commit to electriclilies/tvm that referenced this issue Feb 18, 2021
@insop @electriclilies
[Frontend][MXNet] add _npi_stack, issue apache#7186 (apache#7209)
6f0b7c1 
- apache#7186
- add MxNet stack, `_npi_stack`
- https://mxnet.apache.org/versions/master/api/python/docs/api/np/generated/mxnet.np.stack.html?highlight=stack
@areusch areusch added the needs-triage PRs or issues that need to be investigated by maintainers to find the right assignees to address it label Oct 19, 2022
@hpanda-naut hpanda-naut added frontend:mxnet python/tvm/relay/frontend/mxnet* and removed needs-triage PRs or issues that need to be investigated by maintainers to find the right assignees to address it labels Nov 28, 2022
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