Aidge export CPP#

When imported automatically update availables implementations for aidge core objects.

Available implementations#

76% (136/179)

Supported operators: ✔️ Yes (∇ = grad), ✅ Generic impl., ☑️ MetaOp impl., ❌ No#
Operator (⧖ = custom prod. conso.)	Support	Impl specs (`—` = any ; ✱ = additional requirements)
`Abs` (`aidge_core.Abs`)	✔️	1. `—` `—` → `—` `—`
`Add` (`aidge_core.Add`)	✔️	1. `—` `—`₁ → `—` `—`₁
`AddAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `—`₁ → `—` `—`₁
`And` (`aidge_core.And`)	✔️	1. `—` `—` → `boolean` `—`
`ArgMax` (`aidge_core.ArgMax`)	✔️	1. `float32` `—` → `int64` `—`
`ArgMin` (`aidge_core.ArgMin`)	❌
`Asin` (`aidge_core.Asin`)	✔️	1. `float32` `—` → `float32` `—`
`Atan` (`aidge_core.Atan`)	❌
`AvgPoolAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` → `—` `nhwc`
`AvgPooling1D` (`aidge_core.AvgPooling1D`)	✔️	1. `—` `nwc` → `—` `nwc`
`AvgPooling2D` (`aidge_core.AvgPooling2D`)	✔️	1. `—` `nhwc` → `—` `nhwc`
`AvgPooling3D` (`aidge_core.AvgPooling3D`)	❌
`BatchNorm2D` (`aidge_core.BatchNorm2D`)	✔️	1. `float32` `nchw` → `float32` `nchw`
`BitErrorRate` (`aidge_core.BitErrorRate`)	❌
`BitShift` (`aidge_core.BitShift`)	✔️	1. `—` `—` → `—` `—`
`Cast` (`aidge_core.Cast`)	✔️	1. `—` `—` → `—` `—`
`CastLike` (`aidge_core.CastLike`)	✔️	1. `—` `—` → `—` `—`
`Ceil` (`aidge_core.Ceil`)	❌
`Clip` (`aidge_core.Clip`)	✔️	1. `—` `—` → `—` `—`
`ComplexToInnerPair` (`aidge_core.ComplexToInnerPair`)	✔️	1. `—` `—` → `—` `—`
`Concat` (`aidge_core.Concat`)	✔️	1. `—` `—` → `—` `—`
`ConnectedComponentLabeling` (`aidge_core.ConnectedComponentLabeling`)	❌
`ConstantOfShape` (`aidge_core.ConstantOfShape`)	❌
`Conv1D` (`aidge_core.Conv1D`)	✔️	1. `—`_{or_packed_last} `nwc` \| `—`_{or_packed_last} `nwc` \| `—` `—` → `—`_{or_packed_last} `nwc`
`Conv1DAct` (`aidge_core.MetaOperator`)	☑️	1. `—`_{or_packed_last} `nwc` \| `—`_{or_packed_last} `nwc` \| `—` `—` → `—` `nwc`
`Conv2D` (`aidge_core.Conv2D`)	✔️	1. `—`_{or_packed_last} `nhwc` \| `—`_{or_packed_last} `nhwc` \| `—` `—` → `—`_{or_packed_last} `nhwc`
`Conv3D` (`aidge_core.Conv3D`)	❌
`ConvAct` (`aidge_core.MetaOperator`)	☑️	1. `—`_{or_packed_last} `nhwc` \| `—`_{or_packed_last} `nhwc` \| `—` `—` → `—` `nhwc`
`ConvDepthWise1D` (`aidge_core.ConvDepthWise1D`)	❌
`ConvDepthWise2D` (`aidge_core.ConvDepthWise2D`)	✔️	1. `—`_{or_packed_last} `nhwc` \| `—`_{or_packed_full} `nhwc` \| `—` `—` → `—`_{or_packed_last} `nhwc`
`ConvDwAct` (`aidge_core.MetaOperator`)	☑️	1. `—`_{or_packed_last} `nhwc` \| `—`_{or_packed_full} `nhwc` \| `—` `—` → `—` `nhwc`
`ConvTranspose1D` (`aidge_core.ConvTranspose1D`)	✔️	1. `—` `nwc` \| `—` `nwc` \| `—` `—` → `—` `nwc`
`ConvTranspose1DAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `nwc` \| `—` `nwc` \| `—` `—` → `—` `nwc`
`ConvTranspose2D` (`aidge_core.ConvTranspose2D`)	✔️	1. `—` `nhwc` \| `—` `nhwc` \| `—` `—` → `—` `nhwc`
`ConvTranspose2DAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` \| `—` `nhwc` \| `—` `—` → `—` `nhwc`
`ConvTranspose3D` (`aidge_core.ConvTranspose3D`)	❌
`Cosh` (`aidge_core.Cosh`)	❌
`Cos` (`aidge_core.Cos`)	❌
`CryptoHash` (`aidge_core.CryptoHash`)	❌
`DepthToSpace` (`aidge_core.DepthToSpace`)	❌
`Dequantizer` (`aidge_core.MetaOperator`)	☑️	1. `int8` `—` → `float32` `—`
`DFT` (`aidge_core.DFT`)	✔️	1. `complex64` `—` → `complex64` `—`
`Div` (`aidge_core.Div`)	✔️	1. `—` `—`₁ → `—` `—`₁
`DivAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `—`₁ → `—` `—`₁
`DropBlock` (`aidge_core.DropBlock`)	❌
`Dropout` (`aidge_core.Dropout`)	❌
`Equal` (`aidge_core.Equal`)	✔️	1. `—` `—` → `boolean` `—` 2. `—` `—` → `—` `—`
`Erf` (`aidge_core.Erf`)	✔️	1. `float32` `—` → `float32` `—`
`Expand` (`aidge_core.Expand`)	✔️	1. `—` `—` → `—` `—`
`Exp` (`aidge_core.Exp`)	❌
`FC` (`aidge_core.FC`)	✔️	1. `—`_{or_packed_last} `default` \| `—`_{or_packed_last} `—` \| `—` `—` → `—`_{or_packed_last} `—` 2. `—`_{or_packed_last} `nhwc` \| `—`_{or_packed_last} `—` \| `—` `—` → `—`_{or_packed_last} `—`
`FCAct` (`aidge_core.MetaOperator`)	☑️	1. `—`_{or_packed_last} `default` \| `—`_{or_packed_last} `—` \| `—` `—` → `—` `—` 2. `—`_{or_packed_last} `nhwc` \| `—`_{or_packed_last} `—` \| `—` `—` → `—` `—`
`FixedNBitFlip` (`aidge_core.FixedNBitFlip`)	❌
`Flatten` (`aidge_core.Flatten`)	❌
`Floor` (`aidge_core.Floor`)	❌
`Fold2D` (`aidge_core.Fold2D`)	❌
`Gather` (`aidge_core.Gather`)	✔️	1. `—` `—` → `—` `—`
`GatherElements` (`aidge_core.GatherElements`)	❌
`GatherND` (`aidge_core.GatherND`)	❌
`GeLU` (`aidge_core.MetaOperator`)	☑️	1. `float32` `—` → `float32` `—`
`GlobalAveragePooling` (`aidge_core.GlobalAveragePooling`)	✔️	1. `—` `nhwc` → `—` `nhwc`
`GlobalAvgPoolAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` → `—` `nhwc`
`Greater` (`aidge_core.Greater`)	✔️	1. `—` `—` → `—` `—`
`GreaterOrEqual` (`aidge_core.GreaterOrEqual`)	✔️	1. `—` `—` → `—` `—`
`GridSample` (`aidge_core.GridSample`)	❌
`Hardmax` (`aidge_core.Hardmax`)	✔️	1. `float32` `—` → `float32` `—`
`HardSigmoid` (`aidge_core.HardSigmoid`)	✔️	1. `float32` `—` → `float32` `—`
`HardSwish` (`aidge_core.MetaOperator`)	☑️	1. `float32` `—` → `float32` `—`
`Heaviside` (`aidge_core.Heaviside`)	❌
`Identity` ⧖ (`aidge_core.Identity`)	✔️	1. `—` `—` → `—` `—`
`InnerPairToComplex` (`aidge_core.InnerPairToComplex`)	✔️	1. `float32` `—` → `complex64` `—`
`InstanceNorm` (`aidge_core.InstanceNorm`)	✔️	1. `float32` `nchw` → `float32` `nchw` 2. `float32` `ncw` → `float32` `ncw`
`LayerNorm` (`aidge_core.MetaOperator`)	☑️	1. `float32` `—` → `float32` `—`
`LeakyReLU` (`aidge_core.LeakyReLU`)	✔️	1. `—` `—` → `—` `—`
`Less` (`aidge_core.Less`)	✔️	1. `—` `—` → `—` `—`
`LessOrEqual` (`aidge_core.LessOrEqual`)	✔️	1. `—` `—` → `—` `—`
`Ln` (`aidge_core.Ln`)	✔️	1. `float32` `—` → `float32` `—`
`LogSoftmax` (`aidge_core.LogSoftmax`)	❌
`LRN` (`aidge_core.LRN`)	❌
`MatMul` (`aidge_core.MatMul`)	✔️	1. `—` `ncdhw` \| `—` `ncdhw` → `—` `ncdhw` 2. `—` `nchw` \| `—` `nchw` → `—` `nchw` 3. `—` `chw` \| `—` `chw` → `—` `chw` 4. `—` `default` \| `—` `default` → `—` `default`
`Max` (`aidge_core.Max`)	✔️	1. `—`₁ `—`₁ → `—`₁ `—`₁
`MaxPoolAct` (`aidge_core.MetaOperator`)	☑️	1. `—`_{or_packed_last_1} `nhwc` → `—`_{or_packed_last_1} `nhwc` \| `—` `nhwc` 2. `—` `nhwc` → `—` `nhwc`
`MaxPooling1D` (`aidge_core.MaxPooling1D`)	✔️	1. `—`_{or_packed_last_1} `nwc` → `—`_{or_packed_last_1} `nwc` \| `—` `nwc` 2. `—` `nwc` → `—` `nwc`
`MaxPooling2D` (`aidge_core.MaxPooling2D`)	✔️	1. `—`_{or_packed_last_1} `nhwc` → `—`_{or_packed_last_1} `nhwc` \| `—` `nhwc` 2. `—` `nhwc` → `—` `nhwc`
`MaxPooling3D` (`aidge_core.MaxPooling3D`)	❌
`Memorize` ⧖ (`aidge_core.Memorize`)	✔️	1. `—`₁ `—`₁ \| `—`₁ `—`₁ → `—`₁ `—`₁ \| `—`₁ `—`₁
`Min` (`aidge_core.Min`)	✔️	1. `—`₁ `—`₁ → `—`₁ `—`₁
`Mod` (`aidge_core.Mod`)	❌
`Mul` (`aidge_core.Mul`)	✔️	1. `—` `—`₁ → `—` `—`₁
`MulAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `—`₁ → `—` `—`₁
`NBitFlip` (`aidge_core.NBitFlip`)	❌
`Neg` (`aidge_core.Neg`)	✔️	1. `—` `—` → `—` `—`
`NonMaxSuppression` (`aidge_core.NonMaxSuppression`)	❌
`NonZero` (`aidge_core.NonZero`)	❌
`Not` (`aidge_core.Not`)	✔️	1. `boolean` `—` → `boolean` `—`
`OneHot` (`aidge_core.OneHot`)	❌
`Pack` (`aidge_core.Pack`)	✔️	1. `—` `—` → `—`_{or_packed_last} `—`
`Pad` (`aidge_core.Pad`)	✔️	1. `—` `nchw` → `—` `nchw`
`PadAvgPool` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` → `—` `nhwc`
`PadAvgPoolAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` → `—` `nhwc`
`PadConv` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` \| `—` `nhwc` \| `—` `—` → `—` `nhwc`
`PadConv1D` (`aidge_core.MetaOperator`)	☑️	1. `—` `nwc` \| `—` `nwc` \| `—` `—` → `—` `nwc`
`PadConvAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` \| `—` `nhwc` \| `—` `—` → `—` `nhwc`
`PadConvDw` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` \| `—` `nhwc` \| `—` `—` → `—` `nhwc`
`PadConvDwAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` \| `—` `nhwc` \| `—` `—` → `—` `nhwc`
`PadConvTranspose1D` (`aidge_core.MetaOperator`)	☑️	1. `—` `nwc` \| `—` `nwc` \| `—` `—` → `—` `nwc`
`PadConvTranspose1DAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `nwc` \| `—` `nwc` \| `—` `—` → `—` `nwc`
`PadConvTranspose2D` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` \| `—` `nhwc` \| `—` `—` → `—` `nhwc`
`PadConvTranspose2DAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` \| `—` `nhwc` \| `—` `—` → `—` `nhwc`
`PaddedAvgPooling2D` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` → `—` `nhwc`
`PaddedConv1D` (`aidge_core.MetaOperator`)	☑️	1. `—` `nwc` \| `—` `nwc` \| `—` `—` → `—` `nwc`
`PaddedConv2D` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` \| `—` `nhwc` \| `—` `—` → `—` `nhwc`
`PaddedConvDepthWise2D` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` \| `—` `nhwc` \| `—` `—` → `—` `nhwc`
`PaddedConvTranspose1D` (`aidge_core.MetaOperator`)	☑️	1. `—` `nwc` \| `—` `nwc` \| `—` `—` → `—` `nwc`
`PaddedConvTranspose2D` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` \| `—` `nhwc` \| `—` `—` → `—` `nhwc`
`PaddedMaxPooling2D` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` → `—` `nhwc`
`PadGlobalAvgPool` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` → `—` `nhwc`
`PadGlobalAvgPoolAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` → `—` `nhwc`
`PadMaxPool` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` → `—` `nhwc`
`PadMaxPoolAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `nhwc` → `—` `nhwc`
`Pop` ⧖ (`aidge_core.Pop`)	✔️	1. `—`₁ `—` → `—`₁ `—`
`Pow` (`aidge_core.Pow`)	✔️	1. `—` `—`₁ → `—` `—`₁
`PowAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `—`₁ → `—` `—`₁
`Producer` (`aidge_core.Producer`)	✔️	1. `—`_{or_packed_last} `—` → `—`_{or_packed_last} `—`
`QAdd` (`aidge_core.MetaOperator`)	☑️	1. `—` `—`₁ → `—` `—`₁
`QConv` (`aidge_core.MetaOperator`)	☑️	1. `—`_{or_packed_last} `nhwc` \| `—`_{or_packed_last} `nhwc` \| `—` `—` → `—` `nhwc`
`QConvDw` (`aidge_core.MetaOperator`)	☑️	1. `—`_{or_packed_last} `nhwc` \| `—`_{or_packed_full} `nhwc` \| `—` `—` → `—` `nhwc`
`QDiv` (`aidge_core.MetaOperator`)	☑️	1. `—` `—`₁ → `—` `—`₁
`QFC` (`aidge_core.MetaOperator`)	☑️	1. `—`_{or_packed_last} `default` \| `—`_{or_packed_last} `—` \| `—` `—` → `—` `—` 2. `—`_{or_packed_last} `nhwc` \| `—`_{or_packed_last} `—` \| `—` `—` → `—` `—`
`QMatMul` (`aidge_core.MetaOperator`)	☑️	1. `—` `ncdhw` \| `—` `ncdhw` → `—` `ncdhw` 2. `—` `nchw` \| `—` `nchw` → `—` `nchw` 3. `—` `chw` \| `—` `chw` → `—` `chw` 4. `—` `default` \| `—` `default` → `—` `default`
`QMul` (`aidge_core.MetaOperator`)	☑️	1. `—` `—`₁ → `—` `—`₁
`QPow` (`aidge_core.MetaOperator`)	☑️	1. `—` `—`₁ → `—` `—`₁
`QReLU` (`aidge_core.MetaOperator`)	☑️	1. `—` `—` → `—` `—`
`QSub` (`aidge_core.MetaOperator`)	☑️	1. `—` `—`₁ → `—` `—`₁
`Quantizer` (`aidge_core.MetaOperator`)	☑️	1. `—` `—` → `—` `—`
`RandomNormalLike` (`aidge_core.RandomNormalLike`)	❌
`Range` (`aidge_core.Range`)	❌
`Reciprocal` (`aidge_core.Reciprocal`)	✔️	1. `float32` `—` → `float32` `—`
`ReduceMax` (`aidge_core.ReduceMax`)	✔️	1. `—` `—` → `—` `—`
`ReduceMean` (`aidge_core.ReduceMean`)	✔️	1. `—` `—` → `—` `—`
`ReduceMin` (`aidge_core.ReduceMin`)	✔️	1. `—` `—` → `—` `—`
`ReduceSum` (`aidge_core.ReduceSum`)	✔️	1. `—` `—` → `—` `—`
`ReLU` (`aidge_core.ReLU`)	✔️	1. `—` `—` → `—` `—`
`Reshape` (`aidge_core.Reshape`)	✔️	1. `—` `default` → `—` `default`
`Resize` (`aidge_core.Resize`)	✔️	1. `—` `nhwc` \| `—` `—` \| `—` `—` \| `—` `—` → `—` `nhwc`
`Round` (`aidge_core.Round`)	✔️	1. `float32` `—` → `float32` `—`
`Scatter` (`aidge_core.Scatter`)	✔️	1. `—` `—` → `—` `—`
`SDLayerNorm` (`aidge_core.SDLayerNorm`)	✔️	1. `float32` `—` → `float32` `—` 2. `int4` `—` → `int4` `—` 3. `int8` `—` → `int8` `—` 4. `int16` `—` → `int16` `—` 5. `int32` `—` → `int32` `—`
`SDShiftGELU` (`aidge_core.SDShiftGELU`)	✔️	1. `float32` `—` → `float32` `—` 2. `int4` `—` → `int4` `—` 3. `int8` `—` → `int8` `—` 4. `int16` `—` → `int16` `—` 5. `int32` `—` → `int32` `—`
`SDShiftmax` (`aidge_core.SDShiftmax`)	✔️	1. `float32` `—` → `float32` `—` 2. `int4` `—` → `int4` `—` 3. `int8` `—` → `int8` `—` 4. `int16` `—` → `int16` `—` 5. `int32` `—` → `int32` `—`
`SDShiftSiLU` (`aidge_core.SDShiftSiLU`)	✔️	1. `float32` `—` → `float32` `—` 2. `int4` `—` → `int4` `—` 3. `int8` `—` → `int8` `—` 4. `int16` `—` → `int16` `—` 5. `int32` `—` → `int32` `—`
`Select` (`aidge_core.Select`)	✔️	1. `—` `—` → `—` `—`
`Shape` (`aidge_core.Shape`)	✔️	1. `—` `—` → `int64` `—`
`Sigmoid` (`aidge_core.Sigmoid`)	✔️	1. `—` `—` → `—` `—`
`Sign` (`aidge_core.Sign`)	❌
`Sinh` (`aidge_core.Sinh`)	❌
`Sin` (`aidge_core.Sin`)	❌
`Size` (`aidge_core.Size`)	❌
`Slice` (`aidge_core.Slice`)	✔️	1. `—` `—` → `—` `—`
`Softmax` (`aidge_core.Softmax`)	✔️	1. `float32` `—` → `float32` `—`
`Split` (`aidge_core.Split`)	✔️	1. `—` `—` → `—` `—`
`Sqrt` (`aidge_core.Sqrt`)	✔️	1. `float32` `—` → `float32` `—`
`Squeeze` (`aidge_core.Squeeze`)	✔️	1. `—` `—` → `—` `—`
`Stack` ⧖ (`aidge_core.Stack`)	✔️	1. `—`₁ `—` \| `int64` `—` → `—`₁ `—`
`STFT` (`aidge_core.STFT`)	❌
`Sub` (`aidge_core.Sub`)	✔️	1. `—` `—`₁ → `—` `—`₁
`SubAct` (`aidge_core.MetaOperator`)	☑️	1. `—` `—`₁ → `—` `—`₁
`Sum` (`aidge_core.Sum`)	✔️	1. `—`₁ `—`₁ → `—`₁ `—`₁
`SVMRegressor` (`aidge_core.SVMRegressor`)	✔️	1. `float32` `—` → `float32` `—`
`Tanh` (`aidge_core.Tanh`)	✔️	1. `—` `—` → `—` `—`
`Tan` (`aidge_core.Tan`)	❌
`Tile` (`aidge_core.Tile`)	✔️	1. `—` `—` → `—` `—`
`TopK` (`aidge_core.TopK`)	❌
`Transpose` (`aidge_core.Transpose`)	✔️	1. `—` `—` → `—` `—`
`Trilu` (`aidge_core.Trilu`)	❌
`Unfold2D` (`aidge_core.Unfold2D`)	✔️	1. `—` `nchw` → `—` `default`
`Unpack` (`aidge_core.Unpack`)	✔️	1. `—`_{or_packed_last} `—` → `—` `—`
`Unsqueeze` (`aidge_core.Unsqueeze`)	✔️	1. `—` `—` → `—` `—`
`Where` (`aidge_core.Where`)	✔️	1. `—` `—` → `—` `—`