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[Relax][ONNX] Expand op support for ONNX frontend #17427

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merged 5 commits into from
Oct 3, 2024

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This PR adds a variety of ONNX ops to the Relax frontend, including:

  • Acos
  • Acosh
  • And
  • Asin
  • Asinh
  • Atan
  • Atanh
  • BitwiseAnd
  • BitwiseOr
  • BitwiseXor
  • Ceil
  • ConcatFromSequence
  • ConvTranspose
  • Cosh
  • DepthToSpace
  • FastGelu
  • Floor
  • GlobalLpPool
  • GlobalMaxPool
  • GreaterOrEqual
  • IsInf
  • IsNaN
  • LeakyRelu
  • LogSoftmax
  • MaxUnpool
  • Mean
  • MeanVarianceNormalization
  • Mish
  • Or
  • PRelu
  • Round
  • Scatter
  • ScatterElements
  • Selu
  • SequenceAt
  • SequenceConstruct
  • SequenceEmpty
  • SequenceErase
  • SequenceInsert
  • SequenceLength
  • Shrink
  • Sinh
  • Size
  • Softplus
  • Softsign
  • SpaceToDepth
  • SplitToSequence
  • Tan
  • ThresholdedRelu
  • TopK
  • Unique
  • Xor

Also remains a few ops that are not supported yet, see the commented out ops in the ONNX frontend.

This PR adds a variety of ONNX ops to the Relax frontend, including:

- Acos
- Acosh
- And
- Asin
- Asinh
- Atan
- Atanh
- BitwiseAnd
- BitwiseOr
- BitwiseXor
- Ceil
- ConcatFromSequence
- ConvTranspose
- Cosh
- DepthToSpace
- FastGelu
- Floor
- GlobalLpPool
- GlobalMaxPool
- GreaterOrEqual
- IsInf
- IsNaN
- LeakyRelu
- LogSoftmax
- MaxUnpool
- Mean
- MeanVarianceNormalization
- Mish
- Or
- PRelu
- Round
- Scatter
- ScatterElements
- Selu
- SequenceAt
- SequenceConstruct
- SequenceEmpty
- SequenceErase
- SequenceInsert
- SequenceLength
- Shrink
- Sinh
- Size
- Softplus
- Softsign
- SpaceToDepth
- SplitToSequence
- Tan
- ThresholdedRelu
- TopK
- Unique
- Xor

Also remains a few ops that are not supported yet, see the commented out ops in the
ONNX frontend.
@tqchen tqchen merged commit 9fdb86d into apache:main Oct 3, 2024
17 of 18 checks passed
@Hzfengsy Hzfengsy deleted the onnx_frontend branch October 10, 2024 02:52
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2 participants