Next Ops to work on

[AlexandreEichenberger]

Idea: put here a quick comment to claim the operations that you care currently working on, so that we do not replicate work.
Can also add a request for new op.

[AlexandreEichenberger]

Working on compress

[tungld]

Working on NonMaxSuppression

[etiotto]

I am working on SpaceToDepth (#926) and DepthToSpace (#927).

[AlexandreEichenberger]

FYI, here are some of the benchmarks we are focusing on and that have ops that are not working yet.

high priority: (from model zoo)

• Roberta,
• Bertsquad (onehot),
• Bidaf (‘compress’, [edit: now worked on] ‘hardmax’, ‘categorymapper’ [edit: now worked on] ),
• yolo3 nonmaxsuppression [edit: now worked on]
• tigny-yolo3: ‘round’[edit: now supported], ‘nonmaxsuppression’ [edit: now worked on]

high priority: support compile models compiled to their lowest component (like RNNs not exported as high level ONNX ops). No crash.

medium prio: hugging face GBERTQnA

A list of ops currently not supported and present in Model Zoo are listed at the end of this issue #128

[etiotto]

I am going to look at categorymapper (#941).

[AlexandreEichenberger]

working on one hot to work with multiple types

[tungld]

working on Hardmax to support Bidaf. PR #950 (merged).

[chentong319]

working on Resize.