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[Frontend][MXNet] Importer Missing Operators #7186

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sxjscience opened this issue Dec 31, 2020 · 6 comments
Closed
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

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?

@insop
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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
* [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
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insop commented Jan 5, 2021

For _npi_stack : #7209 is submitted.

@insop
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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
* [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
* [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
* [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
* [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
@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
@tqchen tqchen closed this as completed Sep 20, 2024
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