THIS IS A TEST INSTANCE. ALL YOUR CHANGES WILL BE LOST!!!!
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| Operator | Test Coverage | Mxnet (Import) | Mxnet (Export) | |
|---|---|---|---|---|
| Abs | Yes | OK | OK | |
| Acos | Yes | OK, In review | OK | |
| Add | Yes | OK | OK | |
| And | Yes | OK | In reviewOK | |
| ArgMax | Yes | OK | OK | |
| ArgMin | Yes | OK | OK | |
| Asin | Yes | OK, In review | OK | |
| Atan | Yes | OK, In review | Ok | |
| AveragePool | Yes | OK | OK | |
| BatchNormalization | Yes | OK | OK | |
| Cast | Yes | OK | OK | |
| Ceil | Yes | OK | OK | |
| Clip | Yes | OK | OK | |
| Concat | Yes | OK | OK | |
| Constant | Yes | OK | ||
| Conv | Yes | OK | OK | |
| ConvTranspose | Yes | OK | In reviewOK | |
| Cos | Yes | OK | OK | |
| Crop | In reviewOK | |||
| DepthToSpace | Yes | OK | OK | |
| Div | Yes | OK | OK | |
| Dropout | Yes | OK | OK | |
| Elu | Yes | OK | OK | |
| Equal | Yes | OK | In reviewOK | |
| Exp | Yes | OK | OK | |
| Flatten | Yes | PARTIAL, only supports default axis=1 | OK | |
| Floor | Yes | OK | OK | |
| GRU | NOT OK , under development | |||
| Gather | Yes | OK | ||
| Gemm | Yes | OK | OK | |
| GlobalAveragePool | Yes | OK | OK | |
| GlobalLpPool | Yes | OK | OK, In review | |
| GlobalMaxPool | Yes | OK | OK | |
| Greater | Yes | OK | OK | |
| HardSigmoid | Yes | OK | In reviewOK | |
| Hardmax | Yes | OK | NOT OK, In review | |
| Identity | NOT OK | OK | ||
| If | ||||
| InstanceNormalization | Yes | OK | In reviewOK | |
| LRN | Yes | OK | OK | |
| LSTM | NOT OK, under development | |||
| LeakyRelu | Yes | OK | OK | |
| Less | Yes | OK | In reviewOK | |
| Log | Yes | OK | OK | |
| LogSoftMax | Yes | OK | OK | |
| Loop | ||||
| LpNormalization | Yes | OK | ||
| LpPool | Yes | OK, In review | ||
| MatMul | Yes | OK | OK | |
| Max | Yes | OK | OK | |
| MaxPool | Yes | OK | OK | |
| MaxRoiPool | Yes | OK | OK, In review | |
| Mean | Yes | OK | OK | |
| Min | Yes | OK | OK | |
| Mul | Yes | OK | OK | |
| Multinomial | Yes | OK | OK | |
| Neg | Yes | OK | OK | |
| Not | Yes | OK | In reviewOK | |
| Or | Yes | OK | In reviewOK | |
| PRelu | Yes | OK | OK | |
| Pad | Yes | OK | OK | |
| Pow | Yes | Partial, only supports default axis=1 | OK | |
| RNN | NOT OK, under development | |||
| RandomNormal | Yes | OK | OK | |
| RandomNormalLike | Yes | OK | OK | |
| RandomUniform | Yes | OK | OK | |
| RandomUniformLike | Yes | OK | OK | |
| Reciprocal | Yes | OK | OK | |
| ReduceL1 | Yes | OK | OK | |
| ReduceL2 | Yes | OK | OK | |
| ReduceLogSum | Yes | OK | NOT OK | |
| ReduceLogSumExp | Yes | OK | NOT OK | |
| ReduceMax | Yes | OK | OK | |
| ReduceMean | Yes | OK | OK | |
| ReduceMin | Yes | OK | OK | |
| ReduceProd | Yes | OK | OK | |
| ReduceSum | Yes | OK | OK | |
| ReduceSumSquare | Yes | OK | NOT OK | |
| Relu | Yes | OK | OK | |
| Reshape | Yes | OK | OK | |
| Selu | Yes | OK | OK | |
| Shape | OK, In review | OK | ||
| Sigmoid | Yes | OK | OK | |
| Sin | Yes | OK | OK | |
| Size | Yes | OK | OK, In review | |
| Slice | Yes | Partial, supports axis=1 | OK | |
| Softmax | Yes | OK | OK | |
| Softplus | Yes | OK | OK | |
| Softsign | Yes | OK | OK | |
| SpaceToDepth | Yes | OK | OK | |
| Split | Yes | OK | OK | |
| Sqrt | Yes | OK | OK | |
| Squeeze | Yes | OK | OK | |
| Sub | Yes | OK | OK | |
| Sum | Yes | OK | OK | |
| Tan | Yes | OK | OK | |
| Tanh | Yes | OK | OK | |
| Tile | Yes | NOT OK, under development | NOT OK, under development | |
| TopK | Yes | OK, in review | OK, in review | |
| Transpose | Yes | OK | OK | |
| Unsqueeze | Yes | OK, In review | OK | |
| Upsample | Yes | NOT OK, under developmentin review | NOT OK, under developmentin review | |
| Xor | Yes | OK | In reviewOK | |
| experimental ATen | NOT OK | |||
| experimental Affine | NOT OK | |||
| experimental ConstantFill | NOT OK | |||
| experimental GRUUnit | NOT OK | |||
| experimental GivenTensorFill | NOT OK | |||
| experimental ImageScaler | Yes | OK, In review | ||
| experimental LoopIndex | NOT OK | |||
| experimental MeanVarianceNormalization | NOT OK | |||
| experimental ParametricSoftplus | NOT OK | |||
| experimental Scale | NOT OK | |||
| experimental ScaledTanh | NOT OK | |||
| experimental ThresholdedRelu | NOT OK |
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ONNX models coverage:
ONNX backend tests include below models. The table lists current status on Mxnet:
| ONNX Models | Mxnet Support |
|---|---|
| bvlc_alexnet | OK |
| densenet121 | OK |
| inception_v1 | OK, In review |
| inception_v2 | OK, In review |
| resnet50 | OK |
| shufflenet | OK, In review |
| squeezenet | OK |
| vgg16 | OK |
| vgg19 | OK |
| bvlc_googlenet | OK |
| bvlc_caffenet | OK |
| bvlc-rcnn-ilsvrc13 | OK |
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